Pathways of care and patient outcomes in the English NHS
The Royal College of Surgeons of England · Academic
In term In term in the September 2026 edition: the latest version runs to 3 May 2028.
- Reference
- DARS-NIC-15335-H0D1F
- Current version
- v9.4
- Term of current version
- 10 April 2025 to 3 May 2028
- Start date
- Before 24 July 2018
- Data controller
- Sole Data Controller
- Commercial purposes
- No
- Sublicensing
- No
- Files released to date
- 39
Why the data was released
Objective for processing
The Royal College of Surgeons of England (RCS) requires access to NHS England data for the purpose of the following research project: Pathways of care and patient outcomes in the English NHS
The following is a summary of the aims of the research project provided by The Royal College of Surgeons of England:
The Royal College of Surgeons of England (RCS) Clinical Effectiveness Unit (CEU) requires Hospital Episode Statistics (HES) and linked Civil Registration mortality data for use in numerous activities specified within this purpose statement.
Overall, these activities form a programme of Clinical Audit (Purpose 1) and Service Evaluation and Research (Purpose 2) into the hospital care received by adults and children in England. The overarching aim of this programme is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory (i.e. the course of a patient͛'s illness over time and the care received to manage that course).
The two overarching purposes for which the data will be used are as follows:
Purpose 1: Clinical Audits commissioned by, or on behalf of, NHS England
The RCS delivers a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
In general, audit teams use prospectively collected data for analysis and the production of statistics, and the audit findings are published in annual reports and other publications. The audits may involve the analysis of pseudonymised audit data linked to HES and other datasets and these linked datasets are provided under separate approved Data Sharing Agreements.
Audit teams will use standalone extracts of HES data for one or more of the following purposes only:
a) Deriving information on clinical practice patterns and patient outcomes for English NHS organisations, which may be at one point in time (cross-sectional) or for a sequence of time points (time-series). Patterns of care for one or more conditions / procedures may be compared
b) Determining case ascertainment of the clinical audits by using HES data to estimate the number of patients eligible for inclusion in the audit
c) Assessing the differences between data collected on patients in Hospital Episode Statistics and the national clinical audits in relation to important data items (e.g. coding of procedures, and reporting of outcomes). This will involve comparing aggregated statistics and no direct linkage between the HES and the linked audit dataset.
d) Assessing the differences between estimated survival on patients in Hospital Episode Statistics and the national clinical audits using the HES-linked Civil Registration mortality data. This will involve comparing aggregated statistics and no direct linkage between the HES/Civil Registration and the audit dataset.
The audit teams may use the HES data as a standalone source of national healthcare data to produce either aggregate information that complements information derived with data from the national clinical audits or to produce information requested by the steering committees of the audits but which cannot be produced from data available to the audit (such as changes in patterns of care over time that extends into time periods before the start of the audit). Civil Registration mortality data will be used for reporting survival statistics.
The information will be produced at an appropriate aggregate level to support quality assurance activities (such as benchmarking), and will be used to support quality improvement activities within hospitals, the commissioning process, and policy development. Statistics will be derived at national and regional level, and by healthcare providers. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
To achieve these purposes, audit teams must request from the CEU data manager specific filtered extracts of the HES data for patient groups of interest, defined in terms of groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event. Finally, to answer a specific question, the extracts may include patient groups that fall outside the eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one).
Project A1 - National Cancer Audit Programme
Since October 2022, the CEU has been commissioned to deliver a suite of ten national cancer audits by the Healthcare Quality Improvement Partnership (HQIP). This commission expands the previous suite of projects commissioned by HQIP which covered: the national bowel cancer audit, the national prostate cancer audit and the national Oesophago-gastric cancer audit. The suite of 10 audits are organised and delivered within the National Clinical Audit Collaborating Centre (NATCAN). The structure allows HQIP to commission the audits as a single entity. The audits within NATCAN will use the following data: pseudonymised HES APC 2013/14-onwards and Civil Registration mortality data from 2013/14 onwards. The data will be filtered with the following inclusion criteria: patients (aged 18 years or over) with a diagnosis of cancer of the lung, prostate, oesophagus, stomach, colon (and rectum), kidney, prostate, ovaries, breast (invasive and non-invasive) and non-Hodgkin’s lymphoma.
Project A2 - National Vascular Registry
This project will use the following data: pseudonymised HES APC 2013/14-onwards and Civil Registration mortality data from 2013/14 onwards. The data will be filtered with the following inclusion criteria: Patients (aged 18 years and over) with 1) a diagnosis of stroke, aortic aneurysm / dissection, peripheral arterial disease or 2) a procedure of aortic repair, carotid endarterectomy, lower limb revascularisation or lower limb amputation.
Project A3 - National Emergency Laparotomy Audit
This project will use the following data: pseudonymised HES APC 2013/14 onwards and Civil Registration mortality data from 2013/14 onwards. The data will be filtered with the following inclusion criteria: 1. all patients over 18 years and 2. who were admitted as an emergency and 3. who have one or more of the specified OPCS procedure codes in any of the operation fields.
Project A4 - the Cleft Registry and Audit Network (CRANE) project.
This project will use only the following data: pseudonymised HES APC (including maternity tail data) 2013/14 onwards. Civil Registration data will not be used for this project. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of cleft lip and or palate or 2) a cleft repair procedure.
Purpose 2: Service evaluation and research
The CEU undertakes projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. All such projects aim to provide information that will be used to improve health services and patient care. CEU does not undertake work using HES data commissioned by commercial organisations or for commercial purposes.
For these projects, data from HES may be used for the purposes of:
a) describing trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated;
b) describing trends over time and regional variation in the outcomes of care, and assessing whether differences observed among patient groups indicates problems of access or quality of care;
c) evaluating the performance of specific health care organisations by comparing their outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
To achieve the purposes, project teams may request specific filtered extracts of the HES data from a CEU data manager, for a patient group of interest, defined either by groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event.
The geographic scope of such projects is usually national and the subject can cover a wide variety of conditions or types of episodes. For this reason, the RCS CEU needs to hold national data that are not limited to specific conditions or minimised by data years.
Where appropriate approvals are in place, linked Civil Registration mortality data may be used for reporting survival after a hospital episode or because death is a competing risk for the studied outcome (e.g. a patient cannot be re-admitted if they have died). Use of Civil Registration mortality data is limited to the specified projects.
The information produced by the analysis of these HES data will be presented at an appropriate aggregate level to support quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities within hospitals, the commissioning process, and policy development. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
The current service evaluation projects being conducted within the CEU are:
Project B1 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
The RCS is called upon by the UK Government, NHS England and NHS regulators to advise on matters of concern related to surgical care. The aim of this project is to assess whether Hospital Episode Statistics can be used to rapidly investigate the quality of care in response to an area of surgery or hospital that is a concern. A key question is whether the patterns of care or outcomes for a hospital differ in a systematic way from other hospitals. In making this judgement, it is important to ensure (1) the type of care delivered to patients can be measured accurately using the ICD-10 diagnosis codes and OPCS-4 procedure codes, and (2) remove the effect of differences in the patients treated at the various hospitals. This will involve the development of appropriate coding frameworks and statistical models to produce valid performance indicators. This can be a time-consuming process, and one aspect of this work is whether the analysis process can be streamlined. The project will use the following data: pseudonymised HES APC 2013/14 onwards and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect the patient cohort and surgical areas of concern.
Project B2 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Surgeons of England)
This project reflects the broader perspective of the Clinical Effectiveness Unit and its aim of improving the quality of care delivered by English NHS trusts, particular among those who have operative procedures. This project aims to describe comparative patterns of maternity care and gynaecological services in English NHS trusts, identifying areas of variation in practice and where improvements in the delivery of care are required. This project will use only the following data: pseudonymised HES APC (maternity data) 2013/14 onwards, and Civil Registration data for this period also. The data will be filtered with the following inclusion criteria: Female patients aged 12 and over) with 1) a diagnosis relating to obstetric care or a gynaecological condition.
The following NHS England Data will be accessed:
• Linked Hospital Episode Statistics Admitted Patient Care (HES APC)
• Civil Registrations of Death – Secondary Care Cut
Previously requested datasets include:
• Linked Hospital Episode Statistics
o Admitted Patient Care (HES APC)
o Accident & Emergency (HES AE)
o Outpatients (HES OP)
• Civil Registrations of Death – Secondary Care Cut
These datasets are necessary because RCS will use HES data and linked HES-ONS mortality data to produce information on clinical practice patterns and patient outcomes for English NHS organisations, using HES as either a standalone source of national healthcare data or in combination with data from national clinical audits. The information will be produced at an appropriate aggregate level to support quality assurance activities within these organisations (such as benchmarking), as well as at a national and regional level to support policy makers and commissioners.
RCS will use HES data to identify patient groups of interest, and then describe trends and variation in the number of patients treated, their case-mix, the treatments given and outcomes of care. Patient groups will be defined either in terms of their clinical characteristics (specified diagnoses and/or procedures) or in terms of clinical outcomes/events such as death, birth, or a treatment complication (e.g. postoperative bleeding). We will also use HES in combination with data collected by national clinical audits. HES data will be used to estimate the number of patients eligible for inclusion in the audits, which enables levels of participation to be monitored, and we will use HES to validate important data items collected by the audits (e.g. type of procedures, and reporting of outcomes).
The use of HES-ONS linked mortality data will allow the inclusion of information about deaths which occur after discharge from hospital (and which would otherwise not be available from HES data alone). This will produce a more complete picture of health care outcomes for organisations and patients.
The level of the Data will be pseudonymised.
The Data will be minimised as follows:
• Limited to the following geographic areas: England
• Limited to data between 2013-latest available
The Royal College of Surgeons of England is the controller as the organisation responsible for ensuring that the Data will only be processed for the purpose described above.
The lawful basis for processing personal data under the UK GDPR is:
Article 6(1)(f) – processing is necessary for the purposes of the legitimate interests pursued by the controller or by a third party except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child.
RCS are the sole Data Processor and sole Data Controller. The data requested is to help achieve the following:
The Clinical Effectiveness Unit undertakes analysis of Hospital Episode Statistics (HES), a database of records on patient admissions to NHS hospitals, to fulfil a variety of purposes:
• a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
• to undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU.
The lawful basis for processing special category data under the UK GDPR is:
Article 9(2)(j) - processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject.
The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The funding comes from multiple sources. Current funders include:
• Project A1 - National Cancer Audit Programme.
The CEU has been commissioned to deliver a suite of ten national cancer audits by HQIP. The current contract lasts until 30/09/2025, and HQIP has sent a letter of intent to extend the contract until 30/09/2027.
• Project A2 - National Vascular Registry
The CEU has been commissioned to deliver the National Vascular Registry by HQIP. The current contract lasts until 31/12/2025, and extension to the contract until 31/12/2027 has been requested, as part of the standard commissioning process.
• Project A3 - National Emergency Laparotomy Audit
The CEU works with the Royal College of Anaesthetists to deliver National Emergency Laparotomy Audit. The current contract lasts until 30/11/2025, and an application for the contract to be extended until 30/11/2027 has been submitted to HQIP.
• Project A4 - the Cleft Registry and Audit Network (CRANE) project.
The CEU has been commissioned by NHS England specialised Commissioning. The current contract lasts until 31/03/2026. The CEU also undertakes undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. Currently, RCS are undertaking investigator-led projects as part of its service evaluation and research activities.
• Project B1 - Rapid investigation of surgical quality
This activity is commissioned by Royal College of Surgeons of England. The funding for this activity is ongoing.
• Project B2 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts
This activity is commissioned by Royal College of Surgeons of England. The funding for this activity is ongoing.
The funder(s) will have no ability to suppress or otherwise limit the publication of findings.
RCS is the sole Data Controller and Processor.
Each of the national clinical audits delivered by the CEU is overseen by a Project Board whose members represent various healthcare organizations. These will typically include a senior member of the Royal College of Surgeons of England, representatives of NHS England, the Welsh Government, Healthcare Quality Improvement Partnership (HQIP ), and the RCS England Patient & Public Group. For example, details for NATCAN can be found at: https://www.natcan.org.uk/about/our-team.
The audits are also supported by clinical reference groups and PPI forum. Individuals on these committees may be members because of their expertise, interest as well as representing organisations. See, for example, https://www.lungcanceraudit.org.uk/about/team/
The CEU is created as a partnership between the Royal College of Surgeons of England and the London School of Hygiene & Tropical Medicine (LSHTM). Most analysts who will use these HES data have a substantive appointment at the RCS. RCS also have some people who have a substantive appointment at the LSHTM and who have a honorary contract with RCS. The staff with honorary contracts are required to comply with the RCS policies, and the terms and conditions of the RCS honorary contract include clauses requiring staff:
• to comply with the RCS policies and procedures related to email and internet policies, and IT/data security
• not to disclose and prevent unauthorised use of confidential information.
Projects undertaken at the CEU involve staff with honorary contracts because the projects require knowledge of both the medical context and methodological rigour, and so need multi-disciplinary project teams. The partnership agreement between the RCS and LSHTM allows the CEU to involve staff with methodological knowledge and skills. Two senior LSHTM academics provide overall leadership a number of projects (4-6 projects). Other academics from LSHTM working in the CEU contribute typically work on 1-2 projects. Their access to HES/ONS data is limited to extracts required for their allotted projects.
Analysts on honorary contracts will require access for all the projects listed above under section 5a). This is broken down as follows:
Project A1 (NATCAN) - ten member of staff substantively employed by LSHTM, with expertise in Epidemiology, Statistics and Health Services Research.
Project A2 (NVR) - two members of staff substantively employed by LSHTM with expertise in Statistics, Epidemiology and Health Services Research.
Project A3 (NELA) - two members of staff substantively employed by LSHTM with expertise in Epidemiology, Statistics and Health Services Research.
Project A4 (CRANE) - one member of staff substantively employed by LSHTM, with expertise in Epidemiology, Statistics and Health Services Research.
Project B1 (Surgical outcomes) - two members of staff substantively employed by LSHTM with expertise in Statistics and Health Services Research.
Project B2 (Women’s health) - two members of staff substantively employed by LSHTM with expertise in Statistics and Health Services Research.
The total number of LSHTM staff with honorary contracts working across these projects is twelve.
Each National Clinical Audit has a Public and Patient Involvement (PPI) Forum that acts as an advisory group for the projects. Each forum provides insight from a patient perspective on the audit aims and dissemination strategies, examples of which include helping to develop audit priorities and the production of patient-focussed audit outputs (including patient and public information, patient summaries of reports, infographics, and design and function of the audit websites).
Processing activities
No data will flow to NHS England for the purposes of this Data Sharing Agreement (DSA).
NHS England will provide the relevant records from the Civil Registrations of Death – Secondary Care Cut and HESAPC datasets to RCS. The Data will contain no direct identifying data items but will contain a unique person ID which can be used to link the Data with other record level data already held by the recipient.
The Data will not be transferred to any other location.
The Data will be stored on servers at RCS.
The Data stored on physical servers at the RCSEng are not backed-up to another location.
The Data will be accessed by authorised personnel via remote access.
The Controller(s) must confirm and provide evidence upon audit by NHS England that access via any remote device complies with the data security obligations within this DSA and the Data Sharing Framework Contract.
For remote access:
- Remote access will only be from secure locations situated within the territory of use (as further restricted elsewhere within the DSA if so done) stated within this DSA;
- Access controls granting users the minimum level of access required are in place;
- Remote access is only via secure connections (e.g., VPNs or secure protocols) to protect data;
- Multifactor authentication (MFA) is required for remote access;
- Device security, including up-to-date software and operating systems, antivirus software, and enabled firewalls are utilised for the remote access;
- All remote access is undertaken within the scope of the organisation’s DSPT (or other security arrangements as per this DSA) and complies with the organisation’s remote access policy.
The above applies in addition to any condition set out elsewhere within the DSA (e.g. who may carry out processing, and for what purpose).
The Data will not leave England/Wales at any time.
The HES dataset will be stored and accessed on the RCS secure server, located in London, England. The RCS secure server is set up with two partitions: the data management partition and the project-based analysis partition. The master HES dataset is stored on the data management partition of the secure server and will only be accessible by the CEU data managers. The project-based analysis partition stores the tailored sub-extracts of individual-level HES data (and, if required, ONS data) and has further access restrictions so that datasets provided to each project are only accessible to analysts within the project team.
For each of the purposes described above, the project teams will provide the CEU data managers with a set of selection criteria for the patient cohort, specified in terms of the patient groups or surgical procedures being studied. The data managers will then produce an extract meeting these criteria and save it into a folder on the project-based analysis partition that only named project analysts can access. The access to each project folder is restricted by the server administrator (CEU data managers) so that the extracts can only be accessed by staff working on the project.
All personnel accessing the Data have been appropriately trained in data protection and confidentiality.
The Data will not be linked with any other data outside of this agreement.
There will be no requirement and no attempt to reidentify individuals when using the Data.
Analysts from the RCS will analyse the Data for the purposes described above.
Project analysts will use the data to describe trends and variation in patient numbers, case-mix, treatments and the processes, determinants and outcomes of care for a variety of patient groups of interest e.g. those with specified diagnoses and/or procedures. Comparative analyses at the provider or consultant level may be undertaken.
Expected output
The expected outputs of the processing will be:
• A publicly available reports of findings
• Submissions to peer reviewed journals based on the health care topic being investigated.
• Presentations at national and international conferences
Project 1:
There are various channels through which are results of the clinical audits are disseminated. The results of the audits/service evaluations are published as Annual reports and are often promoted in the national media. Versions of the reports for the public and patients are also produced. Both are available on the relevant audit websites.
Project 2:
As the RCS is an academic organisation, there is a requirement for the CEU to contribute/distribute findings in a way that conforms to standard academic communication methods, namely, academic journals / conference presentations. In addition, analysts working on specific projects may use the work as source material for a higher-research degree (MD/PhD). Academic publications are not a primary aim of the work but are an effective and established way of ensuring wider dissemination of findings to encourage learning and increase utilisation of the work's benefits.
The outputs will not contain NHS England Data and will only contain aggregated information with small numbers suppressed as appropriate in line with the relevant disclosure rules for the dataset(s) from which the information was derived.
The outputs will be communicated to relevant recipients through the following dissemination channels:
• Journals
• Public reports
• Annual reports
• Oral and poster presentations
• Dissemination of conference papers
As there are a number of different projects, the target dates for production and dissemination of the outputs can vary depending on the project.
Expected measurable benefits
In general - the benefits from access to the HES and Mortality data from NHS England are as follows:
• assess effective delivery of care,
• support local service planning,
• provide the basis for national indicators of clinical quality, - reveal health trends over time and
• determine fair access to health care.
Purpose 1:
The results will typically be one of the following: (1) a description of trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated. (2) descriptions of trends over time and regional variation in the outcomes of care, or (3) evaluations of the performance of health care organisations by comparing their processes / outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
The comparative information on clinical practice and outcomes will support health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care. For example, the results of the national clinical audits have helped NHS services to reduce short term mortality and complication rates after surgery. The results also identify unexplained differences between the processes of care within organisations or across regions that require local investigation. The results may also highlight gaps in the current body of clinical evidence or limitations in the methods used to evaluate health care performance and thereby stimulate further research.
The results are disseminated at appropriate conferences, typically at annual national conferences attended by the surgeons / clinicians specialising in the treatment of specific patient groups (e.g. patients with bowel cancer). This is an established mechanism for feeding back findings to care providers / surgeons and bringing about improvements in care/practice. Results are also presented at meetings organised for patients and patient representatives.
More generally, the audit outputs will be used to increase the understanding of patient treatment patterns and outcomes within NHS organisations. The outputs will support clinicians, NHS managers, policy makers and commissioners of care in their efforts to improve the quality of NHS care.
Purpose 2:
Outputs will be produced to support clinicians and managers in individual NHS organisations (e.g. NHS trusts) undertake quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities. Outputs will be produced to support the commissioning process, and national policy development. Statistics will be derived at national and regional level, and by healthcare providers. These statistics may be stratified by relevant patient subgroups. The publication of these statistics will comply with the HES Analysis Guide
Like the national clinical audits, these projects typically produce comparative information on clinical practice and outcomes. The results of these projects are not primarily aimed at supporting benchmarking and so are not communicated directly to health care organisations. The benefit of the studies arises from increasing the evidence-base concerning the effective delivery of services at a national level, and has implications for policy makers and commissioners of care as well as for clinicians and NHS organisations. The outputs are therefore published in medical journals or disseminated at national/international conferences. As such, the outputs will contribute to increased knowledge among policy-makers and service providers about the degree of variation in the quality of care provided and the possible determinants of this variation. The projects typically address a medical area / patient populations that are known to be experiencing sub-optimal care and where improved knowledge will lead to actions to improve the cost-effective delivery of care.
The expected benefits to patients are:
Project 1:
The results will support patients and the public by providing up-to-date information on the outcomes of care by NHS organisations and (for selected surgical procedures) by hospital consultant.
Project 2:
The results of some projects will benefit patients and the public by providing up-to-date information on the outcomes of care by NHS organisations.
Benefits reported so far
Purpose 1:
In the last year, the national clinical audits produced “state of the nation" reports that provided comparative information on clinical practice and outcomes for benchmarking and recommendations on areas that of care that could be improved. Reports were produced in 2022-24 (as planned) as follows:
1. Gastrointestinal cancer (Bowel cancer): December 2023
2. Gastrointestinal cancer (Oesophago-gastric): January 2024
3. Prostate cancer: January 2024
4. National Vascular Registry: November 2024
5. Audit of Breast Cancer in Older Patients: May 2022
6. National Emergency Laparotomy Audit: October 2024
8. CRANE: December 2024
The report recommendations highlighted specific areas in the care pathway for improvement, and where appropriate, letters were sent to medical directors requesting immediate action. The report findings were used by the Care Quality Commission (CQC) in their inspection visits and have been incorporated in the HQIPs National Clinical Audit Benchmarking initiative (https://ncab.hqip.org.uk/) in the cases of projects 1-6.
Benefits from each audit have also been produced for the patients and the public, through the production of tailored material such as patient reports and infographics that communicate key messages about performance within the NHS. Audit teams are supported by a Patient and Public Involvement group which advise on how key findings of the “state of the nation” reports can be presented to lay audiences.
There have also been benefits for the medical community, patients, policy makers and stakeholders with the publication of papers in peer-review journals. Examples of outputs below were generated by the National Vascular Registry:
Birmpili P, Li Q, Johal AS, Atkins E, Waton S, Chetter I, Boyle JR, Pherwani AD, Cromwell DA. Outcomes after minor lower limb amputation for peripheral arterial disease and diabetes: population-based cohort study. Br J Surg. 2023;110(8): 958-965.
Li Q, Birmpili P, Atkins E, Johal AS, Waton S, Williams R, Boyle JR, Harkin DW, Pherwani AD, Cromwell DA. Illness Trajectories after Revascularization in Patients with Peripheral Artery Disease: A Unified Approach to Understanding the Risk of Major Amputation and Death. Circulation. 2024;150(4):261-271.
The first paper examined the outcomes of people with diabetes and peripheral arterial disease who had a toe / foot amputation. It found that 1 in 10 people who had these procedures had a major (above knee / below knee) amputation within the first year of the surgery and around 5 in 10 had died within 5 years. The second paper investigated how the vascular conditions of people with peripheral artery disease (PAD) progressed after the revascularization of their lower limbs, and specifically examined how the risk of a major amputation was associated with death (from any cause). The study highlighted that, while mortality increased with age (as expected), people aged<60 years were at increased risk of major amputation, particularly after non-elective revascularization.
Another example output comes from the CRANE project. At the Annual Conference of the Craniofacial Society of Great Britain and Ireland, the CRANE team gave a presentation on how the number of cases captured within the CRANE Database compared with Hospital Episode Statistics data in England for children born between 2009 and 2018.
Purpose 2:
Benefits from the projects related to our programme of service evaluation reflect the degree of maturity of the tasks being tackled. For project 10, presentation of the work on atrial fibrillation to stakeholders has supported work on improving the management of this condition locally. It has stimulated a focus on the wider problem of improving the management of multi-morbidity (i.e., patients with two or more chronic conditions).
There is an ongoing debate about the value of mesh to treat stress incontinence in women. The latest advice from NHS England has been for NHS hospitals to suspend the use of mesh for the treatment of urinary incontinence. Project 11 has directly contributed to the better understanding of this issue.
Within project 13, the initial work on maternity indicators provided women with unique information on the patterns of care delivered by NHS maternity units. The information was provided as a web-based resource and was visited 1000s of times. This work contributed to the commissioning of the National Maternity and Perinatal Audit, which has taken over this role of providing women with information on maternity care. Project 13 has subsequently focused on delivering the same benefits for women having gynaecological treatments, from which various publications have been produced.
A key element of understanding the quality of surgery is to the ability to distinguish between patients for whom surgery is high or high risk. Within project 15, new methods of being able to measure the risk of mortality after surgery have been developed and this will help to improve the ability to assess the performance of hospitals. Examples of the work we have published as peer-review articles on this are:
Fowler AJ, Wahedally MAH, Abbott TEF, Prowle JR, Cromwell DA, Pearse RM. Long-term disease interactions amongst surgical patients: a population cohort study. Br J Anaesth. 2023; 131: 407-417.
Wahba AJ, Phillips N, Mathew RK, Hutchinson PJ, Helmy A, Cromwell DA. Benchmarking short-term postoperative mortality across neurosurgery units: is hospital administrative data good enough for risk-adjustment? Acta Neurochir (Wien). 2023; 165: 1695-1706.
Datasets on the current version
Legal basis for provision: Health and Social Care Act 2012 – s261(2)(a); Health and Social Care Act 2012 - s261(5)(d); Health and Social Care Act 2012 – s261(2)(a)
| Dataset | Type of data | Sensitivity | Frequency | Confidential data |
|---|---|---|---|---|
| Civil Registrations of Death | Anonymised - ICO Code Compliant | Sensitive | Ongoing | Section 251 NHS Act 2006 |
| Civil Registrations of Death - Secondary Care Cut | Anonymised - ICO Code Compliant | Sensitive | Ongoing | Section 251 NHS Act 2006 |
| HES-ID to MPS-ID HES Admitted Patient Care | Anonymised - ICO Code Compliant | Non-Sensitive | One-Off | Section 251 NHS Act 2006 |
| HES:Civil Registration (Deaths) bridge | Anonymised - ICO Code Compliant | Non-Sensitive | Ongoing | Section 251 NHS Act 2006 |
| Hospital Episode Statistics Accident and Emergency (HES A and E) | Anonymised - ICO Code Compliant | Non-Sensitive | Ongoing | Section 251 NHS Act 2006 |
| Hospital Episode Statistics Admitted Patient Care (HES APC) | Anonymised - ICO Code Compliant | Sensitive | Ongoing | Section 251 NHS Act 2006 |
| Hospital Episode Statistics Outpatients (HES OP) | Anonymised - ICO Code Compliant | Sensitive | Ongoing | Section 251 NHS Act 2006 |
Files released
Files released counts only files released externally by DARS. Access granted in NHS England's own systems, such as its Secure Data Environment, is not included.
Patient opt-outs were applied to 7 of the 39 files released under this agreement, across every version. About opt-outs
Files released against version 9.4 of this agreement, summarised by dataset.
| Dataset | Files | First released | Last released | Opt-outs applied |
|---|---|---|---|---|
| HES-ID to MPS-ID HES Admitted Patient Care | 18 | July 2025 | July 2025 | No |
| Hospital Episode Statistics Admitted Patient Care (HES APC) | 5 | May 2025 | September 2025 | No |
| Civil Registrations of Death | 1 | May 2025 | May 2025 | No |
Version history
The register lists each renewal of this agreement as a separate row. This site has 6 versions — earlier versions existed before this site's records begin.
DARS-NIC-15335-H0D1F-v9.4 10 April 2025 to 3 May 2028
- Title
- Pathways of care and patient outcomes in the English NHS
- Commercial
- No
- Sublicensing
- No
- Datasets
- 7
- Files released
- 24
Datasets: Civil Registrations of Death; Civil Registrations of Death - Secondary Care Cut; HES-ID to MPS-ID HES Admitted Patient Care; HES:Civil Registration (Deaths) bridge; Hospital Episode Statistics Accident and Emergency (HES A and E); Hospital Episode Statistics Admitted Patient Care (HES APC); Hospital Episode Statistics Outpatients (HES OP)
What changed from DARS-NIC-15335-H0D1F-v8.2
Text removed is struck through; text added is underlined. Unchanged paragraphs are summarised rather than repeated.
| Field | Was | Became |
|---|---|---|
| Start date | 2025-04-10 | |
| End date | 2028-05-03 | |
| Hospital Episode Statistics Admitted Patient Care (HES APC): type of data | Anonymised - ICO Code Compliant |
Datasets: + Civil Registrations of Death; + HES-ID to MPS-ID HES Admitted Patient Care
Objective for processing
The Royal College of Surgeons of England (RCS) requires access to NHS England data for the purpose of the following research project: Pathways of care and patient outcomes in the English NHS
The following is a summary of the aims of the research project provided by The Royal College of Surgeons of England:
[2 paragraphs unchanged]
The Royal College of Surgeons are processing the data in line with their charitable goals as part of their legitimate interests. This is covered under the General Data Protection Regulation Article 6(1)(f) - This work is necessary for the purposes of the legitimate interests pursued by the controller or by a third party except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child. As set out in the legitimate interest assessment that The Royal College of Surgeons have undertaken. RCS are the sole Data Processor and sole Data Controller. The data requested is to help achieve the following:
The Clinical Effectiveness Unit undertakes analysis of Hospital Episode Statistics (HES), a database of records on patient admissions to NHS hospitals, to fulfil a variety of purposes:
• a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
• to undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU.
Processing includes:
• Descriptive analysis of patterns and trends in hospital activity
• Development of outcome measures
• Comparison of outcomes and risks between cohorts of patients.
The comparative information on clinical practice and outcomes that is produced by the CEU from HES supports health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care
The processing of this data by the Royal College of Surgeons of England will adhere to the UK Policy Framework for Health and Social Care Research, which protects and promotes the interests of patients, service users and the public, and aims to produce generalisable and publicly available information to inform future decisions over patients’ treatments or care
The data is required for research purposes - meeting the conditions outlined as per Article 9 (2)(J) of the UK GDPR. processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject. The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The data is also required for service evaluation purposes - meeting the conditions outlined as per Article 9 (2)(I) of the UK GDPR. Processing is necessary for reasons of public interest in the area of public health, such as protecting against serious cross-border threats to health or ensuring high standards of quality and safety of health care and of medicinal products or medical devices, on the basis of Union or Member State law which provides for suitable and specific measures to safeguard the rights and freedoms of the data subject, in particular professional secrecy. The Royal College of Surgeons are carrying out service evaluation work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The data will be stored on the RCS secure server, with access and analysis controlled by the CEU. The CEU will retain a single master copy of the data with access restricted to the two CEU data managers. Sub-teams from within the CEU will request bespoke extracts from the master copy strictly for use for one of the purposes described in this purpose statement. Requests must be approved by the Director of the CEU. Only requests for data extracts for use in activities described in this statement will be approved.
For approved requests, tailored bespoke extracts of data will be created by a CEU data manager and provided to the internal CEU team working on the specific activity for a specific purpose and within a specific project. The data may not be used for any purposes other than those approved by the Director of the CEU and once the approved use of the data is complete, the subsets of data will be destroyed. No individual-level HES or Civil Registration mortality data will be transferred outside of the CEU or shared with other organisations.
The CEU sub-teams may include individuals who are substantively employed by London School of Hygiene & Tropical Medicine, but hold honorary contracts with RCS. Data will only be accessed by individuals permanently employed by RCS or by individuals permanently employed by LSHTM who have honorary contracts of employment with RCS.
[12 paragraphs unchanged]
In relation to the selection of patient records from outpatient and A&E datasets, the limited amount of diagnostic / procedure information available on patient conditions means that patient records are typically flagged for extraction by either (1) first identifying patients within the inpatient dataset and then using their HESID to identify their records in the outpatient or A&E datasets and thereby construct their care trajectories, or using broad selection criteria such as main specialty (mainspef) and whether a patient is making their first or follow-up attendance (first attendance). The poor completeness of the diagnostic and procedure fields means it is not feasible to restrict the requested A&E and outpatient data to particular patient subsets.
Project A1 - National Cancer Audit Programme
The current national clinical audits that the Clinical Effectiveness Audits are commissioned to deliver are:
Since October 2022, the CEU has been commissioned to deliver a suite of ten national cancer audits by the Healthcare Quality Improvement Partnership (HQIP). This commission expands the previous suite of projects commissioned by HQIP which covered: the national bowel cancer audit, the national prostate cancer audit and the national Oesophago-gastric cancer audit. The suite of 10 audits are organised and delivered within the National Clinical Audit Collaborating Centre (NATCAN). The structure allows HQIP to commission the audits as a single entity. The audits within NATCAN will use the following data: pseudonymised HES APC 2013/14-onwards and Civil Registration mortality data from 2013/14 onwards. The data will be filtered with the following inclusion criteria: patients (aged 18 years or over) with a diagnosis of cancer of the lung, prostate, oesophagus, stomach, colon (and rectum), kidney, prostate, ovaries, breast (invasive and non-invasive) and non-Hodgkin’s lymphoma.
Project One and Two - National Gastrointestinal Cancer (Oesophago-gastric and Bowel) Audit Programme
Project A2 - National Vascular Registry
This
project was previously commissioned as two separate projects: the national bowel cancer audit and the national Oesophago-gastric cancer audit. The
project will use the following data: pseudonymised HES APC
2003/04-2019/20, HES OP 2010/11-2019/20
2013/14-onwards
and Civil Registration mortality data from
2003-2020.
2013/14 onwards.
The data will be filtered with the following inclusion criteria: Patients
(aged 18 years and over)
with
1)
a diagnosis of
cancer
stroke, aortic aneurysm / dissection, peripheral arterial disease or 2) a procedure
of
the oesophagus, stomach, colon
aortic repair, carotid endarterectomy, lower limb revascularisation
or
rectum.
lower limb amputation.
Project
Three
A3
- National
Prostate Cancer
Emergency Laparotomy
Audit
This project will use the following data: pseudonymised HES APC
2008/09-2019/20
2013/14 onwards
and Civil Registration mortality data from
2008-2020.
2013/14 onwards.
The data will be filtered with the following inclusion criteria:
Patients with 1) a prostate cancer diagnosis
1. all patients over 18 years and 2. who were admitted as an emergency and 3. who have one
or
2) a prostatectomy
more of the specified OPCS procedure codes in any of the
operation
or other prostate procedure, including brachytherapy, HIFU, cryotherapy.
fields.
Project Four - National Vascular Registry
Project A4 - the Cleft Registry and Audit Network (CRANE) project.
This project will use
only
the following data: pseudonymised HES APC
2003/04-2019/20, HES OP 2013/14-2019/20 and
(including maternity tail data) 2013/14 onwards.
Civil Registration
mortality
data
from 2003-2020.
will not be used for this project.
The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of
stroke, aortic aneurysms, peripheral arterial disease
cleft lip and or palate
or 2) a
procedure of aortic repair, carotid endarterectomy, lower limb revascularisation or lower limb amputation.
cleft repair procedure.
Project Five - National Audit of Breast Cancer in Older People
This project will use the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2013/14-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: Patients with 1) a breast cancer diagnosis or 2) a breast excision or reconstruction operation.
Project Six - National Emergency Laparotomy Audit
This project will use the following data: pseudonymised HES APC 2003/04-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: 1. all patients over 18 years and 2. who were admitted as an emergency and 3. who have one or more of the specified OPCS procedure codes in any of the operation fields.
Project Eight - the Cleft Registry and Audit Network (CRANE) project.
This project will use only the following data: identifiable HES APC (maternity data) 2003/04-2019/20. Civil Registration data will not be used for this project. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of cleft lip and or palate or 2) a cleft repair procedure.
[9 paragraphs unchanged]
The information produced by the analysis of these HES data will be
[44 words unchanged]
outputs with small numbers suppressed in line with the HES Analysis Guide.
The current service evaluation projects being conducted within the CEU are:
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames: Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This aims to investigate patient pathways that span sectors and organisations, with a focus on patients with multi-morbidity.
The current service evaluation projects being conducted within the CEU are:
This project will use only the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2013/14-2019/20, HES A&E 2013/14-2019/20, and Civil Registration Data. The data will be filtered with the following inclusion criteria: 1. Adult patients who suffer from multi-morbidity (two or more chronic conditions among a pre-defined list of common diseases).
Project B1 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research)
The RCS is called upon by the UK Government, NHS England and NHS regulators to advise on matters of concern related to surgical care. The aim of this project is to assess whether Hospital Episode Statistics can be used to rapidly investigate the quality of care in response to an area of surgery or hospital that is a concern. A key question is whether the patterns of care or outcomes for a hospital differ in a systematic way from other hospitals. In making this judgement, it is important to ensure (1) the type of care delivered to patients can be measured accurately using the ICD-10 diagnosis codes and OPCS-4 procedure codes, and (2) remove the effect of differences in the patients treated at the various hospitals. This will involve the development of appropriate coding frameworks and statistical models to produce valid performance indicators. This can be a time-consuming process, and one aspect of this work is whether the analysis process can be streamlined. The project will use the following data: pseudonymised HES APC 2013/14 onwards and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect the patient cohort and surgical areas of concern.
The aim of the project is to improve the delivery and organisation of surgical services for women with urinary incontinence in England. It will study the use of gynaecological services (especially surgical care) for women with urinary incontinence, and the patient outcomes.
Project B2 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Surgeons of England)
This project reflects the broader perspective of the Clinical Effectiveness Unit and its aim of improving the quality of care delivered by English NHS trusts, particular among those who have operative procedures. This project aims to describe comparative patterns of maternity care and gynaecological services in English NHS trusts, identifying areas of variation in practice and where improvements in the delivery of care are required.
This project will use
only
the following data: pseudonymised HES APC
2007/08-2019/20; HES OP 2013/14-2019/20; HES A&E 2013/14-2019/20
(maternity data) 2013/14 onwards,
and Civil Registration
Data.
data for this period also.
The data will be filtered with the following inclusion criteria: Female patients aged
>11
12 and over)
with 1) a diagnosis relating to obstetric care or a
benign
gynaecological condition.
Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 13).
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
The following NHS England Data will be accessed:
This aims to describe comparative patterns of maternity care and gynaecological services in English NHS trusts, identifying areas of variation in practice and where improvements in the delivery of care are required. The project is being run in two phases, focusing first on maternity care and then gynaecological care. This project includes the development and validation of performance indicators based on (1) reviews of the literature, (2) extensive consultations with groups of national clinical experts, and (3) the use of a validation framework to demonstrate that the performance indicators are fit-for-purpose. The indicators form the basis for national reports of obstetric care, gynaecological services for benign conditions, and gynaecological services for malignant conditions.
• Linked Hospital Episode Statistics Admitted Patient Care (HES APC)
This project will use only the following data: HES APC (maternity data) 2007/08-2019/20, and Civil Registration data for this period also. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 11).
• Civil Registrations of Death – Secondary Care Cut
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
Previously requested datasets include:
The RCS is called upon by the UK Government, NHS England and NHS regulators to advise on matters of concern related to surgical care, such as the recent case of substandard breast cancer surgery. The aim of this project is to assess whether Hospital Episode Statistics can be used to rapidly investigate the quality of care in response to an area of surgery or hospital being flagged as a concern. When such a situation arises, a key question is whether the patterns of care or outcomes for a hospital differ in a systematic way from other hospitals. In making this judgement, it is important to remove the effect of differences in the patients treated at the various hospitals. This will involve the development of appropriate statistical models, which can be a timely process, and whether the modelling process can be streamlined will be investigated during this project. The project will use the following data: HES APC 2003/04-2019/20 and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect surgical areas of concern.
• Linked Hospital Episode Statistics
GENERAL OPERATION OF PURPOSE 1 AND 2
o Admitted Patient Care (HES APC)
The CEU will begin one or two projects per year, and have up to 10 projects running concurrently. Each project typically requires an annual refresh of its HES extract. Projects usually have a lead-time of 3-6 months before commencing, during which time RCS will apply to NHS England (and Civil Registration Data as required) for approval to reuse the data already held for the purpose of the new project(s). The data will not be used for any project that has not been specifically approved by NHS England (and Civil Registration Data as required). The timeframes for delivery will depend on the length of the project. The time between deliverables typically ranges from between 3 and 12 months.
o Accident & Emergency (HES AE)
For both purposes and all projects described, the data will be stored and processed exclusively within the CEU and no data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
o Outpatients (HES OP)
The CEU have reviewed whether the amount of HES data held at the CEU can be reduced. The broad programme of work followed by the CEU means there is limited opportunity for further data minimisation. The projects require the CEU to hold full-years of HES inpatient data that extend over a period of 15 years. The addition of the most recent year of data means that the CEU destroyed HES inpatient / Civil Registration mortality data from 2002/03. The various reasons for requiring this period of time are as follows:
• Civil Registrations of Death – Secondary Care Cut
First, the programme of clinical audit and service evaluation undertaken within the CEU examines the hospital care received by adults and children within all of England. Projects are never restricted to a smaller geographical area. Moreover, an important aspect of many studies is to examine how patterns of service delivery change over extended periods of time (for example, to understand the impact of the centralisation of surgical services).
These datasets are necessary because RCS will use HES data and linked HES-ONS mortality data to produce information on clinical practice patterns and patient outcomes for English NHS organisations, using HES as either a standalone source of national healthcare data or in combination with data from national clinical audits. The information will be produced at an appropriate aggregate level to support quality assurance activities within these organisations (such as benchmarking), as well as at a national and regional level to support policy makers and commissioners.
Second, CEU projects (1) investigate differences in the care trajectory of patients as they move across NHS providers over time, and (2) assess the degree to which care varies across providers and geographical regions (NB: in some projects, Civil Registration data plays a key role in doing this accurately - the HES data will describe the trajectory of care, while Civil Registration date of death is required to determine that the trajectory has ended). For example, in the project examining patterns of cardiac surgery, many patients first present with symptoms to a district hospital before being transferred to a specialist cardiac centre. More generally, an outcome indicator used in various projects relates to unplanned readmission after surgery (e.g. within 30-days, 1-year). These readmissions can occur in any NHS hospital and may not be within the one to which the patient was first admitted.
RCS will use HES data to identify patient groups of interest, and then describe trends and variation in the number of patients treated, their case-mix, the treatments given and outcomes of care. Patient groups will be defined either in terms of their clinical characteristics (specified diagnoses and/or procedures) or in terms of clinical outcomes/events such as death, birth, or a treatment complication (e.g. postoperative bleeding). We will also use HES in combination with data collected by national clinical audits. HES data will be used to estimate the number of patients eligible for inclusion in the audits, which enables levels of participation to be monitored, and we will use HES to validate important data items collected by the audits (e.g. type of procedures, and reporting of outcomes).
Third, while an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis
The use of HES-ONS linked mortality data will allow the inclusion of information about deaths which occur after discharge from hospital (and which would otherwise not be available from HES data alone). This will produce a more complete picture of health care outcomes for organisations and patients.
(peripheral artery disease) will lie within specified timeframe, it is typically necessary to examine the previous admissions of these patients for various reasons:
The level of the Data will be pseudonymised.
i. outcomes of care are linked to the general health of the patient as well as the condition under examination.
The Data will be minimised as follows:
Consequently, it is necessary to use data extracts from previous years to derive the number and type of chronic conditions that a patient may be suffering because these may not be entered in the secondary diagnosis fields of the index admission. Moreover, for some conditions (like myocardial infarction), it is necessary to rely on historical records because it is not clear from the index record if the condition occurred in the past or is one of the reasons for the index admission.
• Limited to the following geographic areas: England
ii. when analysing the patterns of care and outcomes among a particular group of patients, it is necessary to define an index event (such as the date of cancer diagnosis) from which the patient becomes eligible to be included in the study. For many conditions, the only way to do this is to look at previous years of HES data to ensure a person has not experienced that event before. For example, a practical way defining the index lower limb bypass operation for patients with peripheral artery disease is by ensuring the person has not had this procedure in the previous 5 years.
• Limited to data between 2013-latest available
iii. This look-back technique is also necessary in studies to determine values that are missing or not collected within HES fields. For example, in studies of maternity care, it is important to know the number of previous deliveries (parity) and whether or not any previous baby was delivered by caesarean section. Although hospitals can record the number of previous deliveries in the maternity tail, it is missing or inaccurate in a sizeable number of cases. Because women’s childbearing years extend from teenage to middle-age, an evaluation of the accuracy of different look-back periods suggests a look-back period of at least 7 years is the minimum required to produce reliable estimates of parity.
The Royal College of Surgeons of England is the controller as the organisation responsible for ensuring that the Data will only be processed for the purpose described above.
Fourth, projects can focus on events that occur many years after the index admission or surgical procedure (.i.e, the first instance of care given to a patient). For example, a study that described the outcomes among women who had mastectomy for breast cancer looked at admissions up to four years after the mastectomy in order to capture all cases of breast reconstruction among this cohort of women. Other examples of long-term outcomes are: (a) the proportion of patients having lower limb amputation after a lower limb artery bypass procedure for people suffering from peripheral artery disease, (b) the proportion of women who have hysterectomy after the less invasive endometrial ablation for women suffering from uterine fibroids, or (c) the proportion of patients receiving treatment for cancer progression or recurrence.
The lawful basis for processing personal data under the UK GDPR is:
Finally, to answer a specific question, the data extract used by a project may need to include patient groups that fall outside the primary eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one, or newborn babies who are born with an oral cleft but did not undergo major cleft lip and palate repair).
Article 6(1)(f) – processing is necessary for the purposes of the legitimate interests pursued by the controller or by a third party except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child.
A recent example of a CEU output that illustrates these points are: Muller P, Gurol-Urganci I, van der Meulen J, Thakar R, Jha S. Risk of reoperation 10 years after surgical treatment for stress urinary incontinence: a national population-based cohort study. Am J Obstet Gynecol. 2021; 225(6): 645.e1-645.e14.
RCS are the sole Data Processor and sole Data Controller. The data requested is to help achieve the following:
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of infrainguinal limb revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933.
The Clinical Effectiveness Unit undertakes analysis of Hospital Episode Statistics (HES), a database of records on patient admissions to NHS hospitals, to fulfil a variety of purposes:
While the size of the extracts used by each project is minimised, having a single large dataset based on complete HES years does not expand the total number of patients on which data are held compared to the total number of records within the individual extracts required by the various projects. In addition, this approach reduces the risk of disclosure, increases the efficiency of extract production for the CEU and NHS England by reducing the number of extract requests, minimises the risk of project non-delivery given the frequency of extract generation and the limited time from extract creation to reporting.
• a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
Only the CEU Director and the data managers have access to the complete HES database. A data manager will produce an extract meeting the eligibility criteria specific to each individual project and then save it into a project-specific folder. The access to each project folder is restricted by the server administrator (CEU data manager) so that the extracts can only be accessed by staff working on the project.
• to undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU.
The data will only be used for the purposes described above and for projects that have been individually approved by NHS England (and Civil Registration Data as required). Data will only be retained if there is a requirement for its use in one or more approved project.
The lawful basis for processing special category data under the UK GDPR is:
Individuals working on each project will only be permitted to access a HES data extract relating to that project. All data access is password controlled. The controls enable a single copy of the data to be held, reducing security risk associated with multiple copies being provided per project.
Article 9(2)(j) - processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject.
The information produced by the projects will be primarily for patients, their carers and the public, NHS providers, commissioners and other public-sector bodies, and will typically be published as public documents.
The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The funding comes from multiple sources. Current funders include:
• Project A1 - National Cancer Audit Programme.
The CEU has been commissioned to deliver a suite of ten national cancer audits by HQIP. The current contract lasts until 30/09/2025, and HQIP has sent a letter of intent to extend the contract until 30/09/2027.
• Project A2 - National Vascular Registry
The CEU has been commissioned to deliver the National Vascular Registry by HQIP. The current contract lasts until 31/12/2025, and extension to the contract until 31/12/2027 has been requested, as part of the standard commissioning process.
• Project A3 - National Emergency Laparotomy Audit
The CEU works with the Royal College of Anaesthetists to deliver National Emergency Laparotomy Audit. The current contract lasts until 30/11/2025, and an application for the contract to be extended until 30/11/2027 has been submitted to HQIP.
• Project A4 - the Cleft Registry and Audit Network (CRANE) project.
The CEU has been commissioned by NHS England specialised Commissioning. The current contract lasts until 31/03/2026. The CEU also undertakes undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. Currently, RCS are undertaking investigator-led projects as part of its service evaluation and research activities.
• Project B1 - Rapid investigation of surgical quality
This activity is commissioned by Royal College of Surgeons of England. The funding for this activity is ongoing.
• Project B2 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts
This activity is commissioned by Royal College of Surgeons of England. The funding for this activity is ongoing.
The funder(s) will have no ability to suppress or otherwise limit the publication of findings.
RCS is the sole Data Controller and Processor.
Each of the national clinical audits delivered by the CEU is overseen by a Project Board whose members represent various healthcare organizations. These will typically include a senior member of the Royal College of Surgeons of England, representatives of NHS England, the Welsh Government, Healthcare Quality Improvement Partnership (HQIP ), and the RCS England Patient & Public Group. For example, details for NATCAN can be found at: https://www.natcan.org.uk/about/our-team.
The audits are also supported by clinical reference groups and PPI forum. Individuals on these committees may be members because of their expertise, interest as well as representing organisations. See, for example, https://www.lungcanceraudit.org.uk/about/team/
The CEU is created as a partnership between the Royal College of Surgeons of England and the London School of Hygiene & Tropical Medicine (LSHTM). Most analysts who will use these HES data have a substantive appointment at the RCS. RCS also have some people who have a substantive appointment at the LSHTM and who have a honorary contract with RCS. The staff with honorary contracts are required to comply with the RCS policies, and the terms and conditions of the RCS honorary contract include clauses requiring staff:
• to comply with the RCS policies and procedures related to email and internet policies, and IT/data security
• not to disclose and prevent unauthorised use of confidential information.
Projects undertaken at the CEU involve staff with honorary contracts because the projects require knowledge of both the medical context and methodological rigour, and so need multi-disciplinary project teams. The partnership agreement between the RCS and LSHTM allows the CEU to involve staff with methodological knowledge and skills. Two senior LSHTM academics provide overall leadership a number of projects (4-6 projects). Other academics from LSHTM working in the CEU contribute typically work on 1-2 projects. Their access to HES/ONS data is limited to extracts required for their allotted projects.
Analysts on honorary contracts will require access for all the projects listed above under section 5a). This is broken down as follows:
Project A1 (NATCAN) - ten member of staff substantively employed by LSHTM, with expertise in Epidemiology, Statistics and Health Services Research.
Project A2 (NVR) - two members of staff substantively employed by LSHTM with expertise in Statistics, Epidemiology and Health Services Research.
Project A3 (NELA) - two members of staff substantively employed by LSHTM with expertise in Epidemiology, Statistics and Health Services Research.
Project A4 (CRANE) - one member of staff substantively employed by LSHTM, with expertise in Epidemiology, Statistics and Health Services Research.
Project B1 (Surgical outcomes) - two members of staff substantively employed by LSHTM with expertise in Statistics and Health Services Research.
Project B2 (Women’s health) - two members of staff substantively employed by LSHTM with expertise in Statistics and Health Services Research.
The total number of LSHTM staff with honorary contracts working across these projects is twelve.
Each National Clinical Audit has a Public and Patient Involvement (PPI) Forum that acts as an advisory group for the projects. Each forum provides insight from a patient perspective on the audit aims and dissemination strategies, examples of which include helping to develop audit priorities and the production of patient-focussed audit outputs (including patient and public information, patient summaries of reports, infographics, and design and function of the audit websites).
Processing activities
No
further
data will flow
under
to NHS England for the purposes of
this
version of the agreement.
Data Sharing Agreement (DSA).
The process of data flow was as follows:
NHS England will provide the relevant records from the Civil Registrations of Death – Secondary Care Cut and HESAPC datasets to RCS. The Data will contain no direct identifying data items but will contain a unique person ID which can be used to link the Data with other record level data already held by the recipient.
1. NHS England providing the Royal College of Surgeons of England (RCS) with the requested data extracts of HES A&E episodes, HES outpatient episodes, and HES APC episodes linked to mortality data. The extracts include the ENCRYPTED_HESID field and no patient identifiers.
The Data will not be transferred to any other location.
2. Extract is received by the RCS by file transfer and stored on the RCS secure server
The Data will be stored on servers at RCS.
There will be:
The Data stored on physical servers at the RCSEng are not backed-up to another location.
1. No flow of personal data into NHS England from the Royal College of Surgeons of England
The Data will be accessed by authorised personnel via remote access.
2. No onward sharing of these HES data by the Royal College of Surgeons of England
The Controller(s) must confirm and provide evidence upon audit by NHS England that access via any remote device complies with the data security obligations within this DSA and the Data Sharing Framework Contract.
For remote access:
- Remote access will only be from secure locations situated within the territory of use (as further restricted elsewhere within the DSA if so done) stated within this DSA;
- Access controls granting users the minimum level of access required are in place;
- Remote access is only via secure connections (e.g., VPNs or secure protocols) to protect data;
- Multifactor authentication (MFA) is required for remote access;
- Device security, including up-to-date software and operating systems, antivirus software, and enabled firewalls are utilised for the remote access;
- All remote access is undertaken within the scope of the organisation’s DSPT (or other security arrangements as per this DSA) and complies with the organisation’s remote access policy.
The above applies in addition to any condition set out elsewhere within the DSA (e.g. who may carry out processing, and for what purpose).
The Data will not leave England/Wales at any time.
[2 paragraphs unchanged]
All personnel accessing the Data have been appropriately trained in data protection and confidentiality.
The Data will not be linked with any other data outside of this agreement.
There will be no requirement and no attempt to reidentify individuals when using the Data.
Analysts from the RCS will analyse the Data for the purposes described above.
[1 paragraph unchanged]
All analysts will hold permanent or honorary contracts of employment with RCS.
All permanent analysts are required to comply with the RCS data security policies and their terms of conditions prohibit the communication of confidential information that an individual to which they have access.
The staff with honorary contracts are also required to comply with the RCS policies, and the terms and conditions of the RCS honorary contract include clauses requiring staff:
• to comply with the RCS policies and procedures related to email and internet policies, and IT/data security
• not to disclose and prevent unauthorised use of confidential information
Projects undertaken at the CEU involve staff with honorary contracts because the projects require knowledge of both the medical context and methodological rigour, and so need multi-disciplinary project teams. The CEU is established as a partnership between the RCS and LSHTM in order to give access to staff with methodological knowledge and skills. Two senior LSHTM academics provide overall leadership a number of projects (4-6 projects). Other academics from LSHTM working in the CEU contribute typically work on 1-2 projects. Their access to HES/ONS data is limited to extracts required for their allotted projects.
Analysts on honorary contracts will require access for all the projects listed above under section 5a). This is broken down as follows;
Project 1 and 2 - four member of staff substantively employed by LSHTM, with expertise in Epidemiology, Statistics and Health Services Research.
Project 3 - two members of staff substantively employed by LSHTM with expertise in Statistics, and Epidemiology.
Project 4 - two members of staff substantively employed by LSHTM with expertise in Epidemiology, Statistics and Health Services Research.
Project 5 - two members of staff substantively employed by LSHTM, with expertise in Statistics and Health Services Research.
Project 6 - two members of staff substantively employed by LSHTM with expertise in Statistics and Health Services Research.
Project 8 - two members of staff substantively employed by LSHTM with expertise in Statistics and Health Services Research.
Project 10 - two members of staff substantively employed by LSHTM with expertise in Epidemiology, Statistics and Health Services Research.
Project 11 - four members of staff substantively employed by LSHTM with expertise in Health Services Research, Epidemiology and Statistics. One individual also specialises in Health Economics.
Project 13 - three members of staff substantively employed by LSHTM with expertise in Epidemiology, Statistics and Health Services Research and one individual also specialises in Health Economics.
Project 15 - one member of staff substantively employed by LSHTM, with expertise in Epidemiology, Statistics and Health Services Research.
The total number of LSHTM staff with honorary contracts working across these projects is eight.
Under separate Data Sharing Agreements, audit teams separately receive pseudonymised audit data linked to HES and other datasets for analysis and publication of statistics and findings in annual publications. Audit teams require bespoke extracts of HES and/or linked HES and Civil Registration mortality data to undertake analyses that will augment their work using the linked audit datasets. These extracts will not be linked with any audit data.
No attempts will be made to re-identify data and there will be no attempts to link to any other record level data.
Expected output
The primary outputs under this Agreement will be the provision of bespoke extracts of HES data and (where authorised) civil registration data to internal CEU analysts for use in NHS England-approved purposes, each of which will result in secondary outputs of aggregated results.
The expected outputs of the processing will be:
The outputs of the secondary analyses, always in the form of aggregated data, will be published in various formats (summary tables, graphs) and will typically be put in the public domain. Only data that is aggregated with small numbers suppressed in line with the HES Analysis Guide will be included in any outputs.
• A publicly available reports of findings
Purpose 1:
• Submissions to peer reviewed journals based on the health care topic being investigated.
The results produced by analyses of HES data will be published in various types of outputs produced by the clinical audit. These outputs will include Annual reports, as required by the audit commissioners (e.g., HQIP), information published on the relevant website for that audit (e.g. www.VSqip.org.uk), oral or poster presentations at national/international conferences on the conditions covered by the audits, and in peer-reviewed journal articles.
• Presentations at national and international conferences
The results will typically be one of the following: (1) a description of trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated. (2) descriptions of trends over time and regional variation in the outcomes of care, or (3) evaluations of the performance of health care organisations by comparing their processes / outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
Project 1:
The most recent annual reports for the clinical audits (and their publication date) are as follows:
There are various channels through which are results of the clinical audits are disseminated. The results of the audits/service evaluations are published as Annual reports and are often promoted in the national media. Versions of the reports for the public and patients are also produced. Both are available on the relevant audit websites.
1. Gastrointestinal cancer (Bowel cancer): December 2022 (nboca.org.uk)
Project 2:
2. Gastrointestinal cancer (Oesophago-gastric): January 2023 (nogca.org.uk)
3. Prostate cancer: January 2023 (npca.org.uk)
4. National Vascular Registry: November 2022 (vsqip.org.uk)
5. Audit of Breast Cancer in Older Patients: May 2022 (Nabcop.org.uk)
6. National Emergency Laparotomy Audit: February 2023 (nela.org.uk)
8. Crane: December 2022 (www.crane-database.org.uk)
Some examples of other outputs generated by the audits include:
Li Q, Birmpili P, Johal AS, Waton S, Pherwani AD, Boyle JR, Cromwell DA. Delays to revascularization for patients with chronic limb-threatening ischaemia. Br J Surg. 2022; 109(8):717-726.
Heikkilä K, Loftus IM, Waton S, Johal AS, Boyle JR, Cromwell DA. Association of neighbourhood deprivation with risks of major amputation and death following lower limb revascularisation. Atherosclerosis. 2020; 306: 11-14.
Johal AS, Loftus IM, Boyle JR, Heikkila K, Waton S, Cromwell DA. Long-term survival after endovascular and open repair of unruptured abdominal aortic aneurysm. Br J Surg. 2019; 106(13):1784-1793.
Purpose 2:
Outputs will be produced to support clinicians and managers in individual NHS organisations (e.g. NHS trusts) undertake quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities. Outputs will be produced to support the commissioning process, and national policy development. Statistics will be derived at national and regional level, and by healthcare providers. These statistics may be stratified by relevant patient subgroups. The publication of these statistics will comply with the HES Analysis Guide
These outputs will be included in reports to the commissioners of the work (e.g. NIHR), in information to be placed on pages of relevant websites, in oral or poster presentations at relevant national/international conferences, and in peer-reviewed journal articles.
[1 paragraph unchanged]
The outputs expected for the current projects for Purpose 2 (Service Evaluation and Research) are publically available reports, conference papers, and submissions to relevant journals based on the health care topic being investigated.
The outputs will not contain NHS England Data and will only contain aggregated information with small numbers suppressed as appropriate in line with the relevant disclosure rules for the dataset(s) from which the information was derived.
Submissions might be to a general medical journal for topics with a broad relevance to health care services (eg, BMJ, BMJ open), to a medical journal in a relevant medical discipline (eg, Age & Ageing, Archives of Disease in Childhood), or to a methodological journal (BMC health services research). It is not guaranteed that the preferred journal will accept submissions for publishing.
The outputs will be communicated to relevant recipients through the following dissemination channels:
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This project has ended and there are no more planned outputs.
• Journals
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research).
• Public reports
This project has ended and there are no more planned outputs. The major output was the overall project report: Geary RS, Gurol-Urganci I, Mamza JB, Lynch R, El-Hamamsy D, Wilson A, Cohn S, Tincello D, van der Meulen J. Variation in availability and use of surgical care for female urinary incontinence: a mixed-methods study. Southampton (UK): NIHR Journals Library; 2021).
• Annual reports
Peer-review academic journal articles include:
• Oral and poster presentations
Gurol-Urganci I, Geary RS, Mamza JB, Iwagami M, El-Hamamsy D, Duckett J, Wilson A, Tincello D, van der Meulen J. Determinants of referral of women with urinary incontinence to specialist services: a national cohort study using primary care data from the UK. BMC Fam Pract. 2020; 21(1):211.
• Dissemination of conference papers
Mamza JB, Geary RS, El-Hamamsy D, Cromwell DA, et aI. Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study. BMJ Open. 2019; 9(8): e029878.
As there are a number of different projects, the target dates for production and dissemination of the outputs can vary depending on the project.
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
An article is in preparation on patterns of care delivered by English NHS maternity services compared to analyses of Hospital Episode Statistics. Published peer-review academic journal articles include:
El-Hamamsy D, Geary RS, Gurol-Urganci I, van der Meulen J, Tincello D. Uptake and outcomes of robotic gynaecological surgery in England (2006-2018): an account of Hospital Episodes Statistics (HES). J Robot Surg. 2022; 16(1):81-88
Muller P, Gurol-Urganci I, Thakar R, Ehrenstein MR, Van Der Meulen J, Jha S. Impact of a mid-urethral synthetic mesh sling on long-term risk of systemic conditions in women with stress urinary incontinence: a national cohort study. BJOG. 2022; 129(4):664-670.
Muller P, Gurol-Urganci I, van der Meulen J, Thakar R, Jha S. Risk of reoperation 10 years after surgical treatment for stress urinary incontinence: a national population-based cohort study. Am J Obstet Gynecol. 2021 Dec;225(6):645.e1-645.e14.
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
Planned outputs will be ad hoc short-reports for the Royal College of Surgeons, as well as supporting methodological work describing / measuring the patterns of risk among surgical; patients that will be submitted for publication in peer-review academic journals. Examples of output are:
Fowler AJ, Wahedally MAH, Abbott TEF, Smuk M, Prowle JR, Pearse RM, Cromwell DA.
Death after surgery among patients with chronic disease: prospective study of routinely collected data in the English NHS. Br J Anaesth. 2022; 128(2):333-342.
Cowling TE, Cromwell DA, Bellot A, Sharples LD, van der Meulen J. Logistic regression and machine learning predicted patient mortality from large sets of diagnosis codes comparably. J Clin Epidemiol. 2021;133: 43-52.
All outputs will only contain aggregated data with small number suppression, as is in line with the HES analysis guide.
Expected measurable benefits
In general - the benefits from access to the HES and Mortality data from NHS England are as follows:
- assess effective delivery of care,
- support local service planning,
• assess effective delivery of care,
- provide the basis for national indicators of clinical quality, - reveal health trends over time and
• support local service planning,
- determine fair access to health care.
• provide the basis for national indicators of clinical quality, - reveal health trends over time and
More specifically in relation to the individual projects:
• determine fair access to health care.
[1 paragraph unchanged]
The comparative information on clinical practice and outcomes will support health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care. For example, the results of the national clinical audits have helped NHS services to reduce short term mortality and complication rates after surgery. The results also identify unexplained differences between the processes of care within organisations or across regions that require local investigation. The results may also highlight gaps in the current body of clinical evidence or limitations in the methods used to evaluate health care performance, and thereby stimulate further research.
The results will typically be one of the following: (1) a description of trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated. (2) descriptions of trends over time and regional variation in the outcomes of care, or (3) evaluations of the performance of health care organisations by comparing their processes / outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
There are various channels through which are results of the clinical audits are disseminated. The results of the audits/service evaluations are published as Annual reports, and are often promoted in the national media. Versions of the reports for the public and patients are also produced. Both are available on the relevant audit websites.
The comparative information on clinical practice and outcomes will support health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care. For example, the results of the national clinical audits have helped NHS services to reduce short term mortality and complication rates after surgery. The results also identify unexplained differences between the processes of care within organisations or across regions that require local investigation. The results may also highlight gaps in the current body of clinical evidence or limitations in the methods used to evaluate health care performance and thereby stimulate further research.
[1 paragraph unchanged]
More generally, the audit outputs will be used to increase the understanding
[20 words unchanged]
of care in their efforts to improve the quality of NHS care.
The results will also support patients and the public by providing up-to-date information on the outcomes of care by NHS organisations and (for selected surgical procedures) by hospital consultant.
[1 paragraph unchanged]
Outputs will be produced to support clinicians and managers in individual NHS organisations (e.g. NHS trusts) undertake quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities. Outputs will be produced to support the commissioning process, and national policy development. Statistics will be derived at national and regional level, and by healthcare providers. These statistics may be stratified by relevant patient subgroups. The publication of these statistics will comply with the HES Analysis Guide
[1 paragraph unchanged]
The results of some projects will also benefit patients and the public by providing up-to-date information on the outcomes of care by NHS organisations.
The expected benefits to patients are:
Project 1:
The results will support patients and the public by providing up-to-date information on the outcomes of care by NHS organisations and (for selected surgical procedures) by hospital consultant.
Project 2:
The results of some projects will benefit patients and the public by providing up-to-date information on the outcomes of care by NHS organisations.
Benefits reported
[5 paragraphs unchanged]
4. National Vascular Registry: November
2023
2024
[1 paragraph unchanged]
6. National Emergency Laparotomy Audit:
February 2023
October 2024
8. CRANE: December
2023
2024
The report recommendations highlighted specific areas in the care pathway for improvement,
[7 words unchanged]
medical directors requesting immediate action. The report findings were used by the
CQC
Care Quality Commission (CQC)
in their inspection visits and have been incorporated in the HQIPs National Clinical Audit Benchmarking initiative (https://ncab.hqip.org.uk/) in the cases of projects
1-4.
1-6.
[2 paragraphs unchanged]
Li Q, Birmpili P, Johal AS, Waton S, Pherwani AD, Boyle JR, Cromwell DA. Delays to revascularization for patients with chronic limb-threatening ischaemia. Br J Surg. 2022; 109(8):717-726.
[1 paragraph unchanged]
The first paper gives the first description of care pathways within vascular networks, with patients moving between vascular centres and spoke hospitals within England. The results highlight how these pathways are associated with different average waits for surgery, some of which exceed recommended standards. The second paper examined the outcomes of people with diabetes and peripheral arterial disease who had a toe / foot amputation. It found that 1 in 10 people who had these procedures had a major (above knee / below knee) amputation within the first year of the surgery and around 5 in 10 had died within 5 years.
Li Q, Birmpili P, Atkins E, Johal AS, Waton S, Williams R, Boyle JR, Harkin DW, Pherwani AD, Cromwell DA. Illness Trajectories after Revascularization in Patients with Peripheral Artery Disease: A Unified Approach to Understanding the Risk of Major Amputation and Death. Circulation. 2024;150(4):261-271.
The first paper examined the outcomes of people with diabetes and peripheral arterial disease who had a toe / foot amputation. It found that 1 in 10 people who had these procedures had a major (above knee / below knee) amputation within the first year of the surgery and around 5 in 10 had died within 5 years. The second paper investigated how the vascular conditions of people with peripheral artery disease (PAD) progressed after the revascularization of their lower limbs, and specifically examined how the risk of a major amputation was associated with death (from any cause). The study highlighted that, while mortality increased with age (as expected), people aged<60 years were at increased risk of major amputation, particularly after non-elective revascularization.
Another example output comes from the CRANE project. At the Annual Conference of the Craniofacial Society of Great Britain and Ireland, the CRANE team gave a presentation on how the number of cases captured within the CRANE Database compared with Hospital Episode Statistics data in England for children born between 2009 and 2018.
[7 paragraphs unchanged]
DARS-NIC-15335-H0D1F-v8.2 4 May 2024 to 3 May 2025
- Title
- Pathways of care and patient outcomes in the English NHS
- Commercial
- No
- Sublicensing
- No
- Datasets
- 5
- Files released
- 0
Datasets: Civil Registrations of Death - Secondary Care Cut; HES:Civil Registration (Deaths) bridge; Hospital Episode Statistics Accident and Emergency (HES A and E); Hospital Episode Statistics Admitted Patient Care (HES APC); Hospital Episode Statistics Outpatients (HES OP)
What changed from DARS-NIC-15335-H0D1F-v7.6
Text removed is struck through; text added is underlined. Unchanged paragraphs are summarised rather than repeated.
| Field | Was | Became |
|---|---|---|
| Title | Pathways of care and patient outcomes in the English NHS | |
| Start date | 2024-05-04 | |
| End date | 2025-05-03 |
Benefits reported
[1 paragraph unchanged]
In the last year, the national clinical audits produced “state of the
nation͟”
nation"
reports that provided comparative information on clinical practice and outcomes for benchmarking and recommendations on areas that of care that could be improved.
Results
Reports
were produced in
2021/22
2022-24
(as planned) as follows:
1. Gastrointestinal cancer (Bowel cancer): December
2022
2023
2. Gastrointestinal cancer (Oesophago-gastric): January
2023
2024
3. Prostate cancer: January
2023
2024
4. National Vascular Registry: November
2022
2023
[2 paragraphs unchanged]
8. CRANE: December
2022
2023
[1 paragraph unchanged]
Benefits from each audit have also been produced for the patients and
[11 words unchanged]
reports and infographics that communicate key messages about performance within the NHS.
In particular,
Audit teams are supported by a Patient and Public Involvement group which advise on how key findings of
the
audits on bowel cancer, oesophago-gastric cancer and vascular surgery have published information on surgical outcomes by individual surgeon, which inform patients about
“state of
the
performance of their local services.
nation” reports can be presented to lay audiences.
[1 paragraph unchanged]
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of Infrainguinal Limb Revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933. doi: 10.1161/CIRCULATIONAHA.117.029834.
[1 paragraph unchanged]
In relation to the yielded benefits to health, the first paper evaluated the outcomes after lower limb bypass since 2005, and clarified the risk of amputation that patient face. The work also demonstrated the improvement in outcomes for patients over the last 10 years. The second paper gives the first description of care pathways within vascular networks, with patients moving between vascular centres and spoke hospitals within England. The results highlight how these pathways are associated with different average waits for surgery, some of which exceed recommended standards.
Birmpili P, Li Q, Johal AS, Atkins E, Waton S, Chetter I, Boyle JR, Pherwani AD, Cromwell DA. Outcomes after minor lower limb amputation for peripheral arterial disease and diabetes: population-based cohort study. Br J Surg. 2023;110(8): 958-965.
The first paper gives the first description of care pathways within vascular networks, with patients moving between vascular centres and spoke hospitals within England. The results highlight how these pathways are associated with different average waits for surgery, some of which exceed recommended standards. The second paper examined the outcomes of people with diabetes and peripheral arterial disease who had a toe / foot amputation. It found that 1 in 10 people who had these procedures had a major (above knee / below knee) amputation within the first year of the surgery and around 5 in 10 had died within 5 years.
[2 paragraphs unchanged]
There is an ongoing debate about the value of mesh to treat
[17 words unchanged]
the use of mesh for the treatment of urinary incontinence. Project 11
is
has
directly
contributing
contributed
to the better understanding of this issue.
Within project 13, the initial work on maternity indicators provided women with
[62 words unchanged]
benefits for women having gynaecological treatments, from which various publications have been
produced (see above).
produced.
A key element of understanding the quality of surgery is to the
[34 words unchanged]
will help to improve the ability to assess the performance of hospitals.
Examples of the work we have published as peer-review articles on this are:
Fowler AJ, Wahedally MAH, Abbott TEF, Prowle JR, Cromwell DA, Pearse RM. Long-term disease interactions amongst surgical patients: a population cohort study. Br J Anaesth. 2023; 131: 407-417.
Wahba AJ, Phillips N, Mathew RK, Hutchinson PJ, Helmy A, Cromwell DA. Benchmarking short-term postoperative mortality across neurosurgery units: is hospital administrative data good enough for risk-adjustment? Acta Neurochir (Wien). 2023; 165: 1695-1706.
Unchanged: Objective for processing, Processing activities, Expected output, Expected measurable benefits.
Objective for processing
The Royal College of Surgeons of England (RCS) Clinical Effectiveness Unit (CEU) requires Hospital Episode Statistics (HES) and linked Civil Registration mortality data for use in numerous activities specified within this purpose statement.
Overall, these activities form a programme of Clinical Audit (Purpose 1) and Service Evaluation and Research (Purpose 2) into the hospital care received by adults and children in England. The overarching aim of this programme is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory (i.e. the course of a patient͛'s illness over time and the care received to manage that course).
The Royal College of Surgeons are processing the data in line with their charitable goals as part of their legitimate interests. This is covered under the General Data Protection Regulation Article 6(1)(f) - This work is necessary for the purposes of the legitimate interests pursued by the controller or by a third party except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child. As set out in the legitimate interest assessment that The Royal College of Surgeons have undertaken. RCS are the sole Data Processor and sole Data Controller. The data requested is to help achieve the following:
The Clinical Effectiveness Unit undertakes analysis of Hospital Episode Statistics (HES), a database of records on patient admissions to NHS hospitals, to fulfil a variety of purposes:
• a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
• to undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU.
Processing includes:
• Descriptive analysis of patterns and trends in hospital activity
• Development of outcome measures
• Comparison of outcomes and risks between cohorts of patients.
The comparative information on clinical practice and outcomes that is produced by the CEU from HES supports health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care
The processing of this data by the Royal College of Surgeons of England will adhere to the UK Policy Framework for Health and Social Care Research, which protects and promotes the interests of patients, service users and the public, and aims to produce generalisable and publicly available information to inform future decisions over patients’ treatments or care
The data is required for research purposes - meeting the conditions outlined as per Article 9 (2)(J) of the UK GDPR. processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject. The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The data is also required for service evaluation purposes - meeting the conditions outlined as per Article 9 (2)(I) of the UK GDPR. Processing is necessary for reasons of public interest in the area of public health, such as protecting against serious cross-border threats to health or ensuring high standards of quality and safety of health care and of medicinal products or medical devices, on the basis of Union or Member State law which provides for suitable and specific measures to safeguard the rights and freedoms of the data subject, in particular professional secrecy. The Royal College of Surgeons are carrying out service evaluation work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The data will be stored on the RCS secure server, with access and analysis controlled by the CEU. The CEU will retain a single master copy of the data with access restricted to the two CEU data managers. Sub-teams from within the CEU will request bespoke extracts from the master copy strictly for use for one of the purposes described in this purpose statement. Requests must be approved by the Director of the CEU. Only requests for data extracts for use in activities described in this statement will be approved.
For approved requests, tailored bespoke extracts of data will be created by a CEU data manager and provided to the internal CEU team working on the specific activity for a specific purpose and within a specific project. The data may not be used for any purposes other than those approved by the Director of the CEU and once the approved use of the data is complete, the subsets of data will be destroyed. No individual-level HES or Civil Registration mortality data will be transferred outside of the CEU or shared with other organisations.
The CEU sub-teams may include individuals who are substantively employed by London School of Hygiene & Tropical Medicine, but hold honorary contracts with RCS. Data will only be accessed by individuals permanently employed by RCS or by individuals permanently employed by LSHTM who have honorary contracts of employment with RCS.
The two overarching purposes for which the data will be used are as follows:
Purpose 1: Clinical Audits commissioned by, or on behalf of, NHS England
The RCS delivers a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
In general, audit teams use prospectively collected data for analysis and the production of statistics, and the audit findings are published in annual reports and other publications. The audits may involve the analysis of pseudonymised audit data linked to HES and other datasets and these linked datasets are provided under separate approved Data Sharing Agreements.
Audit teams will use standalone extracts of HES data for one or more of the following purposes only:
a) Deriving information on clinical practice patterns and patient outcomes for English NHS organisations, which may be at one point in time (cross-sectional) or for a sequence of time points (time-series). Patterns of care for one or more conditions / procedures may be compared
b) Determining case ascertainment of the clinical audits by using HES data to estimate the number of patients eligible for inclusion in the audit
c) Assessing the differences between data collected on patients in Hospital Episode Statistics and the national clinical audits in relation to important data items (e.g. coding of procedures, and reporting of outcomes). This will involve comparing aggregated statistics and no direct linkage between the HES and the linked audit dataset.
d) Assessing the differences between estimated survival on patients in Hospital Episode Statistics and the national clinical audits using the HES-linked Civil Registration mortality data. This will involve comparing aggregated statistics and no direct linkage between the HES/Civil Registration and the audit dataset.
The audit teams may use the HES data as a standalone source of national healthcare data to produce either aggregate information that complements information derived with data from the national clinical audits or to produce information requested by the steering committees of the audits but which cannot be produced from data available to the audit (such as changes in patterns of care over time that extends into time periods before the start of the audit). Civil Registration mortality data will be used for reporting survival statistics.
The information will be produced at an appropriate aggregate level to support quality assurance activities (such as benchmarking), and will be used to support quality improvement activities within hospitals, the commissioning process, and policy development. Statistics will be derived at national and regional level, and by healthcare providers. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
To achieve these purposes, audit teams must request from the CEU data manager specific filtered extracts of the HES data for patient groups of interest, defined in terms of groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event. Finally, to answer a specific question, the extracts may include patient groups that fall outside the eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one).
In relation to the selection of patient records from outpatient and A&E datasets, the limited amount of diagnostic / procedure information available on patient conditions means that patient records are typically flagged for extraction by either (1) first identifying patients within the inpatient dataset and then using their HESID to identify their records in the outpatient or A&E datasets and thereby construct their care trajectories, or using broad selection criteria such as main specialty (mainspef) and whether a patient is making their first or follow-up attendance (first attendance). The poor completeness of the diagnostic and procedure fields means it is not feasible to restrict the requested A&E and outpatient data to particular patient subsets.
The current national clinical audits that the Clinical Effectiveness Audits are commissioned to deliver are:
Project One and Two - National Gastrointestinal Cancer (Oesophago-gastric and Bowel) Audit Programme
This project was previously commissioned as two separate projects: the national bowel cancer audit and the national Oesophago-gastric cancer audit. The project will use the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2010/11-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: Patients with a diagnosis of cancer of the oesophagus, stomach, colon or rectum.
Project Three - National Prostate Cancer Audit
This project will use the following data: pseudonymised HES APC 2008/09-2019/20 and Civil Registration mortality data from 2008-2020. The data will be filtered with the following inclusion criteria: Patients with 1) a prostate cancer diagnosis or 2) a prostatectomy operation or other prostate procedure, including brachytherapy, HIFU, cryotherapy.
Project Four - National Vascular Registry
This project will use the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2013/14-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of stroke, aortic aneurysms, peripheral arterial disease or 2) a procedure of aortic repair, carotid endarterectomy, lower limb revascularisation or lower limb amputation.
Project Five - National Audit of Breast Cancer in Older People
This project will use the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2013/14-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: Patients with 1) a breast cancer diagnosis or 2) a breast excision or reconstruction operation.
Project Six - National Emergency Laparotomy Audit
This project will use the following data: pseudonymised HES APC 2003/04-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: 1. all patients over 18 years and 2. who were admitted as an emergency and 3. who have one or more of the specified OPCS procedure codes in any of the operation fields.
Project Eight - the Cleft Registry and Audit Network (CRANE) project.
This project will use only the following data: identifiable HES APC (maternity data) 2003/04-2019/20. Civil Registration data will not be used for this project. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of cleft lip and or palate or 2) a cleft repair procedure.
Purpose 2: Service evaluation and research
The CEU undertakes projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. All such projects aim to provide information that will be used to improve health services and patient care. CEU does not undertake work using HES data commissioned by commercial organisations or for commercial purposes.
For these projects, data from HES may be used for the purposes of:
a) describing trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated;
b) describing trends over time and regional variation in the outcomes of care, and assessing whether differences observed among patient groups indicates problems of access or quality of care;
c) evaluating the performance of specific health care organisations by comparing their outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
To achieve the purposes, project teams may request specific filtered extracts of the HES data from a CEU data manager, for a patient group of interest, defined either by groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event.
The geographic scope of such projects is usually national and the subject can cover a wide variety of conditions or types of episodes. For this reason, the RCS CEU needs to hold national data that are not limited to specific conditions or minimised by data years.
Where appropriate approvals are in place, linked Civil Registration mortality data may be used for reporting survival after a hospital episode or because death is a competing risk for the studied outcome (e.g. a patient cannot be re-admitted if they have died). Use of Civil Registration mortality data is limited to the specified projects.
The information produced by the analysis of these HES data will be presented at an appropriate aggregate level to support quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities within hospitals, the commissioning process, and policy development. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide. The current service evaluation projects being conducted within the CEU are:
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames: Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This aims to investigate patient pathways that span sectors and organisations, with a focus on patients with multi-morbidity.
This project will use only the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2013/14-2019/20, HES A&E 2013/14-2019/20, and Civil Registration Data. The data will be filtered with the following inclusion criteria: 1. Adult patients who suffer from multi-morbidity (two or more chronic conditions among a pre-defined list of common diseases).
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research)
The aim of the project is to improve the delivery and organisation of surgical services for women with urinary incontinence in England. It will study the use of gynaecological services (especially surgical care) for women with urinary incontinence, and the patient outcomes.
This project will use the following data: pseudonymised HES APC 2007/08-2019/20; HES OP 2013/14-2019/20; HES A&E 2013/14-2019/20 and Civil Registration Data. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 13).
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
This aims to describe comparative patterns of maternity care and gynaecological services in English NHS trusts, identifying areas of variation in practice and where improvements in the delivery of care are required. The project is being run in two phases, focusing first on maternity care and then gynaecological care. This project includes the development and validation of performance indicators based on (1) reviews of the literature, (2) extensive consultations with groups of national clinical experts, and (3) the use of a validation framework to demonstrate that the performance indicators are fit-for-purpose. The indicators form the basis for national reports of obstetric care, gynaecological services for benign conditions, and gynaecological services for malignant conditions.
This project will use only the following data: HES APC (maternity data) 2007/08-2019/20, and Civil Registration data for this period also. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 11).
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
The RCS is called upon by the UK Government, NHS England and NHS regulators to advise on matters of concern related to surgical care, such as the recent case of substandard breast cancer surgery. The aim of this project is to assess whether Hospital Episode Statistics can be used to rapidly investigate the quality of care in response to an area of surgery or hospital being flagged as a concern. When such a situation arises, a key question is whether the patterns of care or outcomes for a hospital differ in a systematic way from other hospitals. In making this judgement, it is important to remove the effect of differences in the patients treated at the various hospitals. This will involve the development of appropriate statistical models, which can be a timely process, and whether the modelling process can be streamlined will be investigated during this project. The project will use the following data: HES APC 2003/04-2019/20 and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect surgical areas of concern.
GENERAL OPERATION OF PURPOSE 1 AND 2
The CEU will begin one or two projects per year, and have up to 10 projects running concurrently. Each project typically requires an annual refresh of its HES extract. Projects usually have a lead-time of 3-6 months before commencing, during which time RCS will apply to NHS England (and Civil Registration Data as required) for approval to reuse the data already held for the purpose of the new project(s). The data will not be used for any project that has not been specifically approved by NHS England (and Civil Registration Data as required). The timeframes for delivery will depend on the length of the project. The time between deliverables typically ranges from between 3 and 12 months.
For both purposes and all projects described, the data will be stored and processed exclusively within the CEU and no data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
The CEU have reviewed whether the amount of HES data held at the CEU can be reduced. The broad programme of work followed by the CEU means there is limited opportunity for further data minimisation. The projects require the CEU to hold full-years of HES inpatient data that extend over a period of 15 years. The addition of the most recent year of data means that the CEU destroyed HES inpatient / Civil Registration mortality data from 2002/03. The various reasons for requiring this period of time are as follows:
First, the programme of clinical audit and service evaluation undertaken within the CEU examines the hospital care received by adults and children within all of England. Projects are never restricted to a smaller geographical area. Moreover, an important aspect of many studies is to examine how patterns of service delivery change over extended periods of time (for example, to understand the impact of the centralisation of surgical services).
Second, CEU projects (1) investigate differences in the care trajectory of patients as they move across NHS providers over time, and (2) assess the degree to which care varies across providers and geographical regions (NB: in some projects, Civil Registration data plays a key role in doing this accurately - the HES data will describe the trajectory of care, while Civil Registration date of death is required to determine that the trajectory has ended). For example, in the project examining patterns of cardiac surgery, many patients first present with symptoms to a district hospital before being transferred to a specialist cardiac centre. More generally, an outcome indicator used in various projects relates to unplanned readmission after surgery (e.g. within 30-days, 1-year). These readmissions can occur in any NHS hospital and may not be within the one to which the patient was first admitted.
Third, while an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis
(peripheral artery disease) will lie within specified timeframe, it is typically necessary to examine the previous admissions of these patients for various reasons:
i. outcomes of care are linked to the general health of the patient as well as the condition under examination.
Consequently, it is necessary to use data extracts from previous years to derive the number and type of chronic conditions that a patient may be suffering because these may not be entered in the secondary diagnosis fields of the index admission. Moreover, for some conditions (like myocardial infarction), it is necessary to rely on historical records because it is not clear from the index record if the condition occurred in the past or is one of the reasons for the index admission.
ii. when analysing the patterns of care and outcomes among a particular group of patients, it is necessary to define an index event (such as the date of cancer diagnosis) from which the patient becomes eligible to be included in the study. For many conditions, the only way to do this is to look at previous years of HES data to ensure a person has not experienced that event before. For example, a practical way defining the index lower limb bypass operation for patients with peripheral artery disease is by ensuring the person has not had this procedure in the previous 5 years.
iii. This look-back technique is also necessary in studies to determine values that are missing or not collected within HES fields. For example, in studies of maternity care, it is important to know the number of previous deliveries (parity) and whether or not any previous baby was delivered by caesarean section. Although hospitals can record the number of previous deliveries in the maternity tail, it is missing or inaccurate in a sizeable number of cases. Because women’s childbearing years extend from teenage to middle-age, an evaluation of the accuracy of different look-back periods suggests a look-back period of at least 7 years is the minimum required to produce reliable estimates of parity.
Fourth, projects can focus on events that occur many years after the index admission or surgical procedure (.i.e, the first instance of care given to a patient). For example, a study that described the outcomes among women who had mastectomy for breast cancer looked at admissions up to four years after the mastectomy in order to capture all cases of breast reconstruction among this cohort of women. Other examples of long-term outcomes are: (a) the proportion of patients having lower limb amputation after a lower limb artery bypass procedure for people suffering from peripheral artery disease, (b) the proportion of women who have hysterectomy after the less invasive endometrial ablation for women suffering from uterine fibroids, or (c) the proportion of patients receiving treatment for cancer progression or recurrence.
Finally, to answer a specific question, the data extract used by a project may need to include patient groups that fall outside the primary eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one, or newborn babies who are born with an oral cleft but did not undergo major cleft lip and palate repair).
A recent example of a CEU output that illustrates these points are: Muller P, Gurol-Urganci I, van der Meulen J, Thakar R, Jha S. Risk of reoperation 10 years after surgical treatment for stress urinary incontinence: a national population-based cohort study. Am J Obstet Gynecol. 2021; 225(6): 645.e1-645.e14.
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of infrainguinal limb revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933.
While the size of the extracts used by each project is minimised, having a single large dataset based on complete HES years does not expand the total number of patients on which data are held compared to the total number of records within the individual extracts required by the various projects. In addition, this approach reduces the risk of disclosure, increases the efficiency of extract production for the CEU and NHS England by reducing the number of extract requests, minimises the risk of project non-delivery given the frequency of extract generation and the limited time from extract creation to reporting.
Only the CEU Director and the data managers have access to the complete HES database. A data manager will produce an extract meeting the eligibility criteria specific to each individual project and then save it into a project-specific folder. The access to each project folder is restricted by the server administrator (CEU data manager) so that the extracts can only be accessed by staff working on the project.
The data will only be used for the purposes described above and for projects that have been individually approved by NHS England (and Civil Registration Data as required). Data will only be retained if there is a requirement for its use in one or more approved project.
Individuals working on each project will only be permitted to access a HES data extract relating to that project. All data access is password controlled. The controls enable a single copy of the data to be held, reducing security risk associated with multiple copies being provided per project.
The information produced by the projects will be primarily for patients, their carers and the public, NHS providers, commissioners and other public-sector bodies, and will typically be published as public documents.
Expected output
The primary outputs under this Agreement will be the provision of bespoke extracts of HES data and (where authorised) civil registration data to internal CEU analysts for use in NHS England-approved purposes, each of which will result in secondary outputs of aggregated results.
The outputs of the secondary analyses, always in the form of aggregated data, will be published in various formats (summary tables, graphs) and will typically be put in the public domain. Only data that is aggregated with small numbers suppressed in line with the HES Analysis Guide will be included in any outputs.
Purpose 1:
The results produced by analyses of HES data will be published in various types of outputs produced by the clinical audit. These outputs will include Annual reports, as required by the audit commissioners (e.g., HQIP), information published on the relevant website for that audit (e.g. www.VSqip.org.uk), oral or poster presentations at national/international conferences on the conditions covered by the audits, and in peer-reviewed journal articles.
The results will typically be one of the following: (1) a description of trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated. (2) descriptions of trends over time and regional variation in the outcomes of care, or (3) evaluations of the performance of health care organisations by comparing their processes / outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
The most recent annual reports for the clinical audits (and their publication date) are as follows:
1. Gastrointestinal cancer (Bowel cancer): December 2022 (nboca.org.uk)
2. Gastrointestinal cancer (Oesophago-gastric): January 2023 (nogca.org.uk)
3. Prostate cancer: January 2023 (npca.org.uk)
4. National Vascular Registry: November 2022 (vsqip.org.uk)
5. Audit of Breast Cancer in Older Patients: May 2022 (Nabcop.org.uk)
6. National Emergency Laparotomy Audit: February 2023 (nela.org.uk)
8. Crane: December 2022 (www.crane-database.org.uk)
Some examples of other outputs generated by the audits include:
Li Q, Birmpili P, Johal AS, Waton S, Pherwani AD, Boyle JR, Cromwell DA. Delays to revascularization for patients with chronic limb-threatening ischaemia. Br J Surg. 2022; 109(8):717-726.
Heikkilä K, Loftus IM, Waton S, Johal AS, Boyle JR, Cromwell DA. Association of neighbourhood deprivation with risks of major amputation and death following lower limb revascularisation. Atherosclerosis. 2020; 306: 11-14.
Johal AS, Loftus IM, Boyle JR, Heikkila K, Waton S, Cromwell DA. Long-term survival after endovascular and open repair of unruptured abdominal aortic aneurysm. Br J Surg. 2019; 106(13):1784-1793.
Purpose 2:
Outputs will be produced to support clinicians and managers in individual NHS organisations (e.g. NHS trusts) undertake quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities. Outputs will be produced to support the commissioning process, and national policy development. Statistics will be derived at national and regional level, and by healthcare providers. These statistics may be stratified by relevant patient subgroups. The publication of these statistics will comply with the HES Analysis Guide
These outputs will be included in reports to the commissioners of the work (e.g. NIHR), in information to be placed on pages of relevant websites, in oral or poster presentations at relevant national/international conferences, and in peer-reviewed journal articles.
As the RCS is an academic organisation, there is a requirement for the CEU to contribute/distribute findings in a way that conforms to standard academic communication methods, namely, academic journals / conference presentations. In addition, analysts working on specific projects may use the work as source material for a higher-research degree (MD/PhD). Academic publications are not a primary aim of the work but are an effective and established way of ensuring wider dissemination of findings to encourage learning and increase utilisation of the work's benefits.
The outputs expected for the current projects for Purpose 2 (Service Evaluation and Research) are publically available reports, conference papers, and submissions to relevant journals based on the health care topic being investigated.
Submissions might be to a general medical journal for topics with a broad relevance to health care services (eg, BMJ, BMJ open), to a medical journal in a relevant medical discipline (eg, Age & Ageing, Archives of Disease in Childhood), or to a methodological journal (BMC health services research). It is not guaranteed that the preferred journal will accept submissions for publishing.
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This project has ended and there are no more planned outputs.
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research).
This project has ended and there are no more planned outputs. The major output was the overall project report: Geary RS, Gurol-Urganci I, Mamza JB, Lynch R, El-Hamamsy D, Wilson A, Cohn S, Tincello D, van der Meulen J. Variation in availability and use of surgical care for female urinary incontinence: a mixed-methods study. Southampton (UK): NIHR Journals Library; 2021).
Peer-review academic journal articles include:
Gurol-Urganci I, Geary RS, Mamza JB, Iwagami M, El-Hamamsy D, Duckett J, Wilson A, Tincello D, van der Meulen J. Determinants of referral of women with urinary incontinence to specialist services: a national cohort study using primary care data from the UK. BMC Fam Pract. 2020; 21(1):211.
Mamza JB, Geary RS, El-Hamamsy D, Cromwell DA, et aI. Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study. BMJ Open. 2019; 9(8): e029878.
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
An article is in preparation on patterns of care delivered by English NHS maternity services compared to analyses of Hospital Episode Statistics. Published peer-review academic journal articles include:
El-Hamamsy D, Geary RS, Gurol-Urganci I, van der Meulen J, Tincello D. Uptake and outcomes of robotic gynaecological surgery in England (2006-2018): an account of Hospital Episodes Statistics (HES). J Robot Surg. 2022; 16(1):81-88
Muller P, Gurol-Urganci I, Thakar R, Ehrenstein MR, Van Der Meulen J, Jha S. Impact of a mid-urethral synthetic mesh sling on long-term risk of systemic conditions in women with stress urinary incontinence: a national cohort study. BJOG. 2022; 129(4):664-670.
Muller P, Gurol-Urganci I, van der Meulen J, Thakar R, Jha S. Risk of reoperation 10 years after surgical treatment for stress urinary incontinence: a national population-based cohort study. Am J Obstet Gynecol. 2021 Dec;225(6):645.e1-645.e14.
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
Planned outputs will be ad hoc short-reports for the Royal College of Surgeons, as well as supporting methodological work describing / measuring the patterns of risk among surgical; patients that will be submitted for publication in peer-review academic journals. Examples of output are:
Fowler AJ, Wahedally MAH, Abbott TEF, Smuk M, Prowle JR, Pearse RM, Cromwell DA.
Death after surgery among patients with chronic disease: prospective study of routinely collected data in the English NHS. Br J Anaesth. 2022; 128(2):333-342.
Cowling TE, Cromwell DA, Bellot A, Sharples LD, van der Meulen J. Logistic regression and machine learning predicted patient mortality from large sets of diagnosis codes comparably. J Clin Epidemiol. 2021;133: 43-52.
All outputs will only contain aggregated data with small number suppression, as is in line with the HES analysis guide.
Benefits reported
Purpose 1:
In the last year, the national clinical audits produced “state of the nation" reports that provided comparative information on clinical practice and outcomes for benchmarking and recommendations on areas that of care that could be improved. Reports were produced in 2022-24 (as planned) as follows:
1. Gastrointestinal cancer (Bowel cancer): December 2023
2. Gastrointestinal cancer (Oesophago-gastric): January 2024
3. Prostate cancer: January 2024
4. National Vascular Registry: November 2023
5. Audit of Breast Cancer in Older Patients: May 2022
6. National Emergency Laparotomy Audit: February 2023
8. CRANE: December 2023
The report recommendations highlighted specific areas in the care pathway for improvement, and where appropriate, letters were sent to medical directors requesting immediate action. The report findings were used by the CQC in their inspection visits and have been incorporated in the HQIPs National Clinical Audit Benchmarking initiative (https://ncab.hqip.org.uk/) in the cases of projects 1-4.
Benefits from each audit have also been produced for the patients and the public, through the production of tailored material such as patient reports and infographics that communicate key messages about performance within the NHS. Audit teams are supported by a Patient and Public Involvement group which advise on how key findings of the “state of the nation” reports can be presented to lay audiences.
There have also been benefits for the medical community, patients, policy makers and stakeholders with the publication of papers in peer-review journals. Examples of outputs below were generated by the National Vascular Registry:
Li Q, Birmpili P, Johal AS, Waton S, Pherwani AD, Boyle JR, Cromwell DA. Delays to revascularization for patients with chronic limb-threatening ischaemia. Br J Surg. 2022; 109(8):717-726.
Birmpili P, Li Q, Johal AS, Atkins E, Waton S, Chetter I, Boyle JR, Pherwani AD, Cromwell DA. Outcomes after minor lower limb amputation for peripheral arterial disease and diabetes: population-based cohort study. Br J Surg. 2023;110(8): 958-965.
The first paper gives the first description of care pathways within vascular networks, with patients moving between vascular centres and spoke hospitals within England. The results highlight how these pathways are associated with different average waits for surgery, some of which exceed recommended standards. The second paper examined the outcomes of people with diabetes and peripheral arterial disease who had a toe / foot amputation. It found that 1 in 10 people who had these procedures had a major (above knee / below knee) amputation within the first year of the surgery and around 5 in 10 had died within 5 years.
Purpose 2:
Benefits from the projects related to our programme of service evaluation reflect the degree of maturity of the tasks being tackled. For project 10, presentation of the work on atrial fibrillation to stakeholders has supported work on improving the management of this condition locally. It has stimulated a focus on the wider problem of improving the management of multi-morbidity (i.e., patients with two or more chronic conditions).
There is an ongoing debate about the value of mesh to treat stress incontinence in women. The latest advice from NHS England has been for NHS hospitals to suspend the use of mesh for the treatment of urinary incontinence. Project 11 has directly contributed to the better understanding of this issue.
Within project 13, the initial work on maternity indicators provided women with unique information on the patterns of care delivered by NHS maternity units. The information was provided as a web-based resource and was visited 1000s of times. This work contributed to the commissioning of the National Maternity and Perinatal Audit, which has taken over this role of providing women with information on maternity care. Project 13 has subsequently focused on delivering the same benefits for women having gynaecological treatments, from which various publications have been produced.
A key element of understanding the quality of surgery is to the ability to distinguish between patients for whom surgery is high or high risk. Within project 15, new methods of being able to measure the risk of mortality after surgery have been developed and this will help to improve the ability to assess the performance of hospitals. Examples of the work we have published as peer-review articles on this are:
Fowler AJ, Wahedally MAH, Abbott TEF, Prowle JR, Cromwell DA, Pearse RM. Long-term disease interactions amongst surgical patients: a population cohort study. Br J Anaesth. 2023; 131: 407-417.
Wahba AJ, Phillips N, Mathew RK, Hutchinson PJ, Helmy A, Cromwell DA. Benchmarking short-term postoperative mortality across neurosurgery units: is hospital administrative data good enough for risk-adjustment? Acta Neurochir (Wien). 2023; 165: 1695-1706.
DARS-NIC-15335-H0D1F-v7.6 4 May 2023 to 3 May 2024
- Title
- Bespoke Data Linkage
- Commercial
- No
- Sublicensing
- No
- Datasets
- 5
- Files released
- 0
Datasets: Civil Registrations of Death - Secondary Care Cut; HES:Civil Registration (Deaths) bridge; Hospital Episode Statistics Accident and Emergency (HES A and E); Hospital Episode Statistics Admitted Patient Care (HES APC); Hospital Episode Statistics Outpatients (HES OP)
What changed from DARS-NIC-15335-H0D1F-v6.5
Text removed is struck through; text added is underlined. Unchanged paragraphs are summarised rather than repeated.
| Field | Was | Became |
|---|---|---|
| Title | Bespoke Data Linkage | |
| Start date | 2023-05-04 | |
| End date | 2024-05-03 | |
| Civil Registrations of Death - Secondary Care Cut: legal basis | Health and Social Care Act 2012 – s261(2)(a) | |
| HES:Civil Registration (Deaths) bridge: legal basis | Health and Social Care Act 2012 – s261(2)(a) | |
| Hospital Episode Statistics Accident and Emergency (HES A and E): legal basis | Health and Social Care Act 2012 – s261(2)(a) | |
| Hospital Episode Statistics Admitted Patient Care (HES APC): legal basis | Health and Social Care Act 2012 - s261(5)(d); Health and Social Care Act 2012 – s261(2)(a) | |
| Hospital Episode Statistics Outpatients (HES OP): legal basis | Health and Social Care Act 2012 – s261(2)(a) |
Objective for processing
[6 paragraphs unchanged]
The overarching aim of this work is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory.
[5 paragraphs unchanged]
The data is required for research purposes - meeting the conditions outlined as per Article 9 (2)(J) of the GDPR. processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject. The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved.
The processing of this data by the Royal College of Surgeons of England will adhere to the UK Policy Framework for Health and Social Care Research, which protects and promotes the interests of patients, service users and the public, and aims to produce generalisable and publicly available information to inform future decisions over patients’ treatments or care
The data is
also
required for
service evaluation
research
purposes - meeting the conditions outlined as per Article 9
(2)(I)
(2)(J)
of the
UK
GDPR.
Processing
processing
is necessary for
reasons of public interest
archiving purposes
in the
area of
public
health, such as protecting against serious cross-border threats to health
interest, scientific
or
ensuring high standards of quality and safety of health care and of medicinal products
historical research purposes
or
medical devices,
statistical purposes in accordance with Article 89(1) based
on
the basis of
Union or Member State law which
provides
shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide
for suitable and specific measures to safeguard the
fundamental
rights and
freedoms
the interests
of the data
subject, in particular professional secrecy.
subject.
The Royal College of Surgeons are carrying out
service evaluation
research
work as described in this agreement to investigate how the quality of care can be improved.
The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The data is also required for service evaluation purposes - meeting the conditions outlined as per Article 9 (2)(I) of the UK GDPR. Processing is necessary for reasons of public interest in the area of public health, such as protecting against serious cross-border threats to health or ensuring high standards of quality and safety of health care and of medicinal products or medical devices, on the basis of Union or Member State law which provides for suitable and specific measures to safeguard the rights and freedoms of the data subject, in particular professional secrecy. The Royal College of Surgeons are carrying out service evaluation work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
[17 paragraphs unchanged]
Project One
and Two
- National Gastrointestinal Cancer (Oesophago-gastric and Bowel) Audit Programme
This project was previously commissioned as two separate projects: the national bowel
[6 words unchanged]
cancer audit. The project will use the following data: pseudonymised HES APC
2003/04-2017/18,
2003/04-2019/20,
HES OP
2013/14-2017/18
2010/11-2019/20
and Civil Registration mortality data from
2003-2018.
2003-2020.
The data will be filtered with the following inclusion criteria: Patients with a diagnosis of cancer of the oesophagus, stomach, colon or rectum.
[1 paragraph unchanged]
This project will use the following data: pseudonymised HES APC
2008/09-2017/18
2008/09-2019/20
and Civil Registration mortality data from
2008-2018.
2008-2020.
The data will be filtered with the following inclusion criteria: Patients with
[6 words unchanged]
2) a prostatectomy operation or other prostate procedure, including brachytherapy, HIFU, cryotherapy.
[1 paragraph unchanged]
This project will use the following data: pseudonymised HES APC
2003/04-2017/18,
2003/04-2019/20,
HES OP
2013/14-2017/18
2013/14-2019/20
and Civil Registration mortality data from
2003-2018.
2003-2020.
The data will be filtered with the following inclusion criteria: Patients with
[14 words unchanged]
of aortic repair, carotid endarterectomy, lower limb revascularisation or lower limb amputation.
[1 paragraph unchanged]
This project will use the following data: pseudonymised HES APC
2003/04-2017/18,
2003/04-2019/20,
HES OP
2013/14-2017/18
2013/14-2019/20
and Civil Registration mortality data from
2003-2018.
2003-2020.
The data will be filtered with the following inclusion criteria: Patients with 1) a breast cancer diagnosis or 2) a breast excision or reconstruction operation.
[1 paragraph unchanged]
This project will use the following data: pseudonymised HES APC
2003/04-2017/18
2003/04-2019/20
and Civil Registration mortality data from
2003-2018.
2003-2020.
The data will be filtered with the following inclusion criteria: 1. all
[19 words unchanged]
of the specified OPCS procedure codes in any of the operation fields.
[1 paragraph unchanged]
This project will use only the following data: identifiable HES APC (maternity data)
2003/04-2017/18.
2003/04-2019/20.
Civil Registration data will not be used for this project. The data
[13 words unchanged]
of cleft lip and or palate or 2) a cleft repair procedure.
[11 paragraphs unchanged]
This project will use only the following data: pseudonymised HES APC
2003/04-2017/18,
2003/04-2019/20,
HES OP
2013/14-2017/18,
2013/14-2019/20,
HES A&E
2013/14-2017/18,
2013/14-2019/20,
and Civil Registration Data. The data will be filtered with the following
[9 words unchanged]
(two or more chronic conditions among a pre-defined list of common diseases).
[2 paragraphs unchanged]
This project will use the following data: pseudonymised HES APC
2007/08-2017/18 ;
2007/08-2019/20;
HES OP
2013/14-2017/18;
2013/14-2019/20;
HES A&E
2013/14-2017/18
2013/14-2019/20
and Civil Registration Data. The data will be filtered with the following
[32 words unchanged]
relating to bladder, vagina, uterus. (NB: Same extract as for project 13).
[2 paragraphs unchanged]
This project will use only the following data: HES APC (maternity data)
2007/08-2017/18,
2007/08-2019/20,
and Civil Registration data for this period also. The data will be
[36 words unchanged]
relating to bladder, vagina, uterus. (NB: Same extract as for project 11).
[1 paragraph unchanged]
The RCS is called upon by the UK Government, NHS England and
[132 words unchanged]
during this project. The project will use the following data: HES APC
2003/04-2017/18
2003/04-2019/20
and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect surgical areas of concern.
[1 paragraph unchanged]
The CEU will begin one or two projects per year, and have
[23 words unchanged]
3-6 months before commencing, during which time RCS will apply to NHS
Digital
England
(and Civil Registration Data as required) for approval to reuse the data
[14 words unchanged]
used for any project that has not been specifically approved by NHS
Digital
England
(and Civil Registration Data as required). The timeframes for delivery will depend
[6 words unchanged]
The time between deliverables typically ranges from between 3 and 12 months.
[12 paragraphs unchanged]
A recent example of a CEU output that illustrates these points is: Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of infrainguinal limb revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933.
A recent example of a CEU output that illustrates these points are: Muller P, Gurol-Urganci I, van der Meulen J, Thakar R, Jha S. Risk of reoperation 10 years after surgical treatment for stress urinary incontinence: a national population-based cohort study. Am J Obstet Gynecol. 2021; 225(6): 645.e1-645.e14.
While the size of the extracts used by each project is minimised, having a single large dataset based on complete HES years does not expand the total number of patients on which data are held compared to the total number of records within the individual extracts required by the various projects. In addition, this approach reduces the risk of disclosure, increases the efficiency of extract production for the CEU and NHS Digital by reducing the number of extract requests, minimises the risk of project non-delivery given the frequency of extract generation and the limited time from extract creation to reporting.
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of infrainguinal limb revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933.
Only the two CEU data managers have access to the complete HES database. The data managers produce an extract meeting the eligibility criteria specific to each individual project and then save it into a project-specific folder. The access to each project folder is restricted by the server administrator (CEU data managers) so that the extracts can only be accessed by staff working on the project.
While the size of the extracts used by each project is minimised, having a single large dataset based on complete HES years does not expand the total number of patients on which data are held compared to the total number of records within the individual extracts required by the various projects. In addition, this approach reduces the risk of disclosure, increases the efficiency of extract production for the CEU and NHS England by reducing the number of extract requests, minimises the risk of project non-delivery given the frequency of extract generation and the limited time from extract creation to reporting.
The data will only be used for the purposes described above and for projects that have been individually approved by NHS Digital (and Civil Registration Data as required). Data will only be retained if there is a requirement for its use in one or more approved project.
Only the CEU Director and the data managers have access to the complete HES database. A data manager will produce an extract meeting the eligibility criteria specific to each individual project and then save it into a project-specific folder. The access to each project folder is restricted by the server administrator (CEU data manager) so that the extracts can only be accessed by staff working on the project.
The data will only be used for the purposes described above and for projects that have been individually approved by NHS England (and Civil Registration Data as required). Data will only be retained if there is a requirement for its use in one or more approved project.
[2 paragraphs unchanged]
Processing activities
No further data will flow under this version of the agreement.
[1 paragraph unchanged]
1. NHS
Digital
England
providing the Royal College of Surgeons of England (RCS) with the requested
[15 words unchanged]
mortality data. The extracts include the ENCRYPTED_HESID field and no patient identifiers.
[2 paragraphs unchanged]
1. No flow of personal data into NHS
Digital
England
from the Royal College of Surgeons of England
[11 paragraphs unchanged]
Project 1
and 2
- four member of staff substantively employed by LSHTM, with expertise in Epidemiology, Statistics and Health Services Research.
[9 paragraphs unchanged]
The total number of LSHTM staff with honorary contracts working across these projects is eight.
[2 paragraphs unchanged]
Expected output
The primary outputs under this Agreement will be the provision of bespoke
[6 words unchanged]
authorised) civil registration data to internal CEU analysts for use in NHS
Digital-approved
England-approved
purposes, each of which will result in secondary outputs of aggregated results.
[2 paragraphs unchanged]
The results produced by analyses of HES data will be published in
[21 words unchanged]
(e.g., HQIP), information published on the relevant website for that audit (e.g.
MyNHS),
www.VSqip.org.uk),
oral or poster presentations at national/international conferences on the conditions covered by the audits, and in peer-reviewed journal articles.
[2 paragraphs unchanged]
1. Gastrointestinal cancer (Bowel cancer): December
2020
2022 (nboca.org.uk)
2. Gastrointestinal cancer (Oesophago-gastric):
December 2020
January 2023 (nogca.org.uk)
3. Prostate cancer: January
2021
2023 (npca.org.uk)
4. National Vascular Registry: November
2020
2022 (vsqip.org.uk)
5. Audit of Breast Cancer in Older Patients:
August 2021
May 2022 (Nabcop.org.uk)
6. National Emergency Laparotomy Audit:
November 2020
February 2023 (nela.org.uk)
8. Crane: December
2020
2022 (www.crane-database.org.uk)
[1 paragraph unchanged]
Li Q, Birmpili P, Johal AS, Waton S, Pherwani AD, Boyle JR, Cromwell DA. Delays to revascularization for patients with chronic limb-threatening ischaemia. Br J Surg. 2022; 109(8):717-726.
[6 paragraphs unchanged]
The outputs expected for the current projects for Purpose 2 (Service Evaluation
[9 words unchanged]
submissions to relevant journals based on the health care topic being investigated.
Submissions might be to a general medical journal for topics with a broad relevance to health care services (eg, BMJ, BMJ open), to a medical journal in a relevant medical discipline (eg, Age & Ageing, Archives of Disease in Childhood), or to a methodological journal (BMC health services research). It is not guaranteed that the preferred journal will accept submissions for publishing.
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames ‘Impact of multi-morbidity on patterns of care Project’ (Commissioned by NIHR).
Submissions might be to a general medical journal for topics with a broad relevance to health care services (eg, BMJ, BMJ open), to a medical journal in a relevant medical discipline (eg, Age & Ageing, Archives of Disease in Childhood), or to a methodological journal (BMC health services research). It is not guaranteed that the preferred journal will accept submissions for publishing.
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR).
This project has ended and there are no more planned outputs.
[2 paragraphs unchanged]
Peer-review academic journal articles include: Mamza JB, Geary RS, El-Hamamsy D, Cromwell DA, et aI. Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study. BMJ Open. 2019; 9(8): e029878.
Peer-review academic journal articles include:
Gurol-Urganci I, Geary RS, Mamza JB, Iwagami M, El-Hamamsy D, Duckett J, Wilson A, Tincello D, van der Meulen J. Determinants of referral of women with urinary incontinence to specialist services: a national cohort study using primary care data from the UK. BMC Fam Pract. 2020; 21(1):211.
Mamza JB, Geary RS, El-Hamamsy D, Cromwell DA, et aI. Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study. BMJ Open. 2019; 9(8): e029878.
[2 paragraphs unchanged]
El-Hamamsy D, Geary RS, Gurol-Urganci I, van der Meulen J, Tincello D.
[8 words unchanged]
England (2006-2018): an account of Hospital Episodes Statistics (HES). J Robot Surg.
2021 (Epub ahead of print).
2022; 16(1):81-88
Knight HE, Oddie SJ, Harron KL, Aughey HK, van der Meulen JH, Gurol-Urganci I, Cromwell DA. Establishing a composite neonatal adverse outcome indicator using English hospital administrative data. Arch Dis Child Fetal Neonatal Ed. 2019 Sep;104(5):F502-F509. doi: 10.1136/archdischild-2018-315147. Epub 2018 Nov 28. PMID: 30487299; PMCID: PMC6703994.
Muller P, Gurol-Urganci I, Thakar R, Ehrenstein MR, Van Der Meulen J, Jha S. Impact of a mid-urethral synthetic mesh sling on long-term risk of systemic conditions in women with stress urinary incontinence: a national cohort study. BJOG. 2022; 129(4):664-670.
Muller P, Gurol-Urganci I, van der Meulen J, Thakar R, Jha S. Risk of reoperation 10 years after surgical treatment for stress urinary incontinence: a national population-based cohort study. Am J Obstet Gynecol. 2021 Dec;225(6):645.e1-645.e14.
[1 paragraph unchanged]
Planned outputs will be ad hoc short-reports for the Royal College of
[15 words unchanged]
surgical; patients that will be submitted for publication in peer-review academic journals.
An example
Examples
of output
is:
are:
Fowler AJ, Wahedally MAH, Abbott TEF, Smuk M, Prowle JR, Pearse RM, Cromwell DA.
Death after surgery among patients with chronic disease: prospective study of routinely collected data in the English NHS. Br J Anaesth. 2022; 128(2):333-342.
[2 paragraphs unchanged]
Expected measurable benefits
In general - the benefits from access to the HES and Mortality data from NHS
Digital
England
are as follows:
- assess effective delivery of care,
- assess effective delivery of care,
[1 paragraph unchanged]
- provide the basis for national indicators of clinical quality,
- reveal health trends over time and
- reveal health trends over time and
[3 paragraphs unchanged]
The comparative information on clinical practice and outcomes will support health care
[24 words unchanged]
results of the national clinical audits have helped NHS services to reduce
short-term
short term
mortality and complication rates after surgery. The results also identify unexplained differences
[31 words unchanged]
methods used to evaluate health care performance, and thereby stimulate further research.
[6 paragraphs unchanged]
Benefits reported
[1 paragraph unchanged]
In the last year, the national clinical audits produced “state of the
nation”
nation͟”
reports that provided comparative information on clinical practice and outcomes for benchmarking and recommendations on areas that of care that could be improved. Results were produced in
2020/21
2021/22
(as planned) as follows:
1. Gastrointestinal cancer (Bowel
Cancer):
cancer):
December
2020
2022
2. Gastrointestinal cancer (Oesophago-gastric):
December 2020
January 2023
3. Prostate cancer: January
2021
2023
4. National Vascular Registry: November
2020
2022
5. Audit of Breast Cancer in Older Patients:
August 2021
May 2022
6. National Emergency Laparotomy Audit:
November 2020
February 2023
8.
Crane:
CRANE:
December
2020
2022
[2 paragraphs unchanged]
There have also been benefits for the medical community, patients, policy makers and stakeholders with the publication of papers in peer-review journals.
Two examples
Examples of outputs
below were generated by the National Vascular Registry:
Heikkila K, Loftus IM, Mitchell DC, Johal AS, Waton S, Cromwell DA. Population-based study of mortality ad major amputation following lower limb revascularization. Br J Surg. 2018 Apr 25. doi: 10.1002/bjs.10823.
[1 paragraph unchanged]
These papers evaluated the outcomes after lower limb bypass since 2005, and clarified the risk of amputation that patient face. The work also demonstrated the improvement in outcomes for patients over the last 10 years.
Li Q, Birmpili P, Johal AS, Waton S, Pherwani AD, Boyle JR, Cromwell DA. Delays to revascularization for patients with chronic limb-threatening ischaemia. Br J Surg. 2022; 109(8):717-726.
In relation to the yielded benefits to health, the first paper evaluated the outcomes after lower limb bypass since 2005, and clarified the risk of amputation that patient face. The work also demonstrated the improvement in outcomes for patients over the last 10 years. The second paper gives the first description of care pathways within vascular networks, with patients moving between vascular centres and spoke hospitals within England. The results highlight how these pathways are associated with different average waits for surgery, some of which exceed recommended standards.
[3 paragraphs unchanged]
Within project 13, the initial work on maternity indicators provided women with
[43 words unchanged]
this role of providing women with information on maternity care. Project 13
has
subsequently focused on delivering the same benefits for women having gynaecological treatments, from
which, the reports
which various publications
have been
published.
produced (see above).
[1 paragraph unchanged]
Objective for processing
The Royal College of Surgeons of England (RCS) Clinical Effectiveness Unit (CEU) requires Hospital Episode Statistics (HES) and linked Civil Registration mortality data for use in numerous activities specified within this purpose statement.
Overall, these activities form a programme of Clinical Audit (Purpose 1) and Service Evaluation and Research (Purpose 2) into the hospital care received by adults and children in England. The overarching aim of this programme is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory (i.e. the course of a patient͛'s illness over time and the care received to manage that course).
The Royal College of Surgeons are processing the data in line with their charitable goals as part of their legitimate interests. This is covered under the General Data Protection Regulation Article 6(1)(f) - This work is necessary for the purposes of the legitimate interests pursued by the controller or by a third party except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child. As set out in the legitimate interest assessment that The Royal College of Surgeons have undertaken. RCS are the sole Data Processor and sole Data Controller. The data requested is to help achieve the following:
The Clinical Effectiveness Unit undertakes analysis of Hospital Episode Statistics (HES), a database of records on patient admissions to NHS hospitals, to fulfil a variety of purposes:
• a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
• to undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU.
Processing includes:
• Descriptive analysis of patterns and trends in hospital activity
• Development of outcome measures
• Comparison of outcomes and risks between cohorts of patients.
The comparative information on clinical practice and outcomes that is produced by the CEU from HES supports health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care
The processing of this data by the Royal College of Surgeons of England will adhere to the UK Policy Framework for Health and Social Care Research, which protects and promotes the interests of patients, service users and the public, and aims to produce generalisable and publicly available information to inform future decisions over patients’ treatments or care
The data is required for research purposes - meeting the conditions outlined as per Article 9 (2)(J) of the UK GDPR. processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject. The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The data is also required for service evaluation purposes - meeting the conditions outlined as per Article 9 (2)(I) of the UK GDPR. Processing is necessary for reasons of public interest in the area of public health, such as protecting against serious cross-border threats to health or ensuring high standards of quality and safety of health care and of medicinal products or medical devices, on the basis of Union or Member State law which provides for suitable and specific measures to safeguard the rights and freedoms of the data subject, in particular professional secrecy. The Royal College of Surgeons are carrying out service evaluation work as described in this agreement to investigate how the quality of care can be improved. The resulting information will be publicly available and support decisions regarding patients’ treatments or care.
The data will be stored on the RCS secure server, with access and analysis controlled by the CEU. The CEU will retain a single master copy of the data with access restricted to the two CEU data managers. Sub-teams from within the CEU will request bespoke extracts from the master copy strictly for use for one of the purposes described in this purpose statement. Requests must be approved by the Director of the CEU. Only requests for data extracts for use in activities described in this statement will be approved.
For approved requests, tailored bespoke extracts of data will be created by a CEU data manager and provided to the internal CEU team working on the specific activity for a specific purpose and within a specific project. The data may not be used for any purposes other than those approved by the Director of the CEU and once the approved use of the data is complete, the subsets of data will be destroyed. No individual-level HES or Civil Registration mortality data will be transferred outside of the CEU or shared with other organisations.
The CEU sub-teams may include individuals who are substantively employed by London School of Hygiene & Tropical Medicine, but hold honorary contracts with RCS. Data will only be accessed by individuals permanently employed by RCS or by individuals permanently employed by LSHTM who have honorary contracts of employment with RCS.
The two overarching purposes for which the data will be used are as follows:
Purpose 1: Clinical Audits commissioned by, or on behalf of, NHS England
The RCS delivers a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
In general, audit teams use prospectively collected data for analysis and the production of statistics, and the audit findings are published in annual reports and other publications. The audits may involve the analysis of pseudonymised audit data linked to HES and other datasets and these linked datasets are provided under separate approved Data Sharing Agreements.
Audit teams will use standalone extracts of HES data for one or more of the following purposes only:
a) Deriving information on clinical practice patterns and patient outcomes for English NHS organisations, which may be at one point in time (cross-sectional) or for a sequence of time points (time-series). Patterns of care for one or more conditions / procedures may be compared
b) Determining case ascertainment of the clinical audits by using HES data to estimate the number of patients eligible for inclusion in the audit
c) Assessing the differences between data collected on patients in Hospital Episode Statistics and the national clinical audits in relation to important data items (e.g. coding of procedures, and reporting of outcomes). This will involve comparing aggregated statistics and no direct linkage between the HES and the linked audit dataset.
d) Assessing the differences between estimated survival on patients in Hospital Episode Statistics and the national clinical audits using the HES-linked Civil Registration mortality data. This will involve comparing aggregated statistics and no direct linkage between the HES/Civil Registration and the audit dataset.
The audit teams may use the HES data as a standalone source of national healthcare data to produce either aggregate information that complements information derived with data from the national clinical audits or to produce information requested by the steering committees of the audits but which cannot be produced from data available to the audit (such as changes in patterns of care over time that extends into time periods before the start of the audit). Civil Registration mortality data will be used for reporting survival statistics.
The information will be produced at an appropriate aggregate level to support quality assurance activities (such as benchmarking), and will be used to support quality improvement activities within hospitals, the commissioning process, and policy development. Statistics will be derived at national and regional level, and by healthcare providers. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
To achieve these purposes, audit teams must request from the CEU data manager specific filtered extracts of the HES data for patient groups of interest, defined in terms of groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event. Finally, to answer a specific question, the extracts may include patient groups that fall outside the eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one).
In relation to the selection of patient records from outpatient and A&E datasets, the limited amount of diagnostic / procedure information available on patient conditions means that patient records are typically flagged for extraction by either (1) first identifying patients within the inpatient dataset and then using their HESID to identify their records in the outpatient or A&E datasets and thereby construct their care trajectories, or using broad selection criteria such as main specialty (mainspef) and whether a patient is making their first or follow-up attendance (first attendance). The poor completeness of the diagnostic and procedure fields means it is not feasible to restrict the requested A&E and outpatient data to particular patient subsets.
The current national clinical audits that the Clinical Effectiveness Audits are commissioned to deliver are:
Project One and Two - National Gastrointestinal Cancer (Oesophago-gastric and Bowel) Audit Programme
This project was previously commissioned as two separate projects: the national bowel cancer audit and the national Oesophago-gastric cancer audit. The project will use the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2010/11-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: Patients with a diagnosis of cancer of the oesophagus, stomach, colon or rectum.
Project Three - National Prostate Cancer Audit
This project will use the following data: pseudonymised HES APC 2008/09-2019/20 and Civil Registration mortality data from 2008-2020. The data will be filtered with the following inclusion criteria: Patients with 1) a prostate cancer diagnosis or 2) a prostatectomy operation or other prostate procedure, including brachytherapy, HIFU, cryotherapy.
Project Four - National Vascular Registry
This project will use the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2013/14-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of stroke, aortic aneurysms, peripheral arterial disease or 2) a procedure of aortic repair, carotid endarterectomy, lower limb revascularisation or lower limb amputation.
Project Five - National Audit of Breast Cancer in Older People
This project will use the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2013/14-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: Patients with 1) a breast cancer diagnosis or 2) a breast excision or reconstruction operation.
Project Six - National Emergency Laparotomy Audit
This project will use the following data: pseudonymised HES APC 2003/04-2019/20 and Civil Registration mortality data from 2003-2020. The data will be filtered with the following inclusion criteria: 1. all patients over 18 years and 2. who were admitted as an emergency and 3. who have one or more of the specified OPCS procedure codes in any of the operation fields.
Project Eight - the Cleft Registry and Audit Network (CRANE) project.
This project will use only the following data: identifiable HES APC (maternity data) 2003/04-2019/20. Civil Registration data will not be used for this project. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of cleft lip and or palate or 2) a cleft repair procedure.
Purpose 2: Service evaluation and research
The CEU undertakes projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. All such projects aim to provide information that will be used to improve health services and patient care. CEU does not undertake work using HES data commissioned by commercial organisations or for commercial purposes.
For these projects, data from HES may be used for the purposes of:
a) describing trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated;
b) describing trends over time and regional variation in the outcomes of care, and assessing whether differences observed among patient groups indicates problems of access or quality of care;
c) evaluating the performance of specific health care organisations by comparing their outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
To achieve the purposes, project teams may request specific filtered extracts of the HES data from a CEU data manager, for a patient group of interest, defined either by groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event.
The geographic scope of such projects is usually national and the subject can cover a wide variety of conditions or types of episodes. For this reason, the RCS CEU needs to hold national data that are not limited to specific conditions or minimised by data years.
Where appropriate approvals are in place, linked Civil Registration mortality data may be used for reporting survival after a hospital episode or because death is a competing risk for the studied outcome (e.g. a patient cannot be re-admitted if they have died). Use of Civil Registration mortality data is limited to the specified projects.
The information produced by the analysis of these HES data will be presented at an appropriate aggregate level to support quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities within hospitals, the commissioning process, and policy development. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide. The current service evaluation projects being conducted within the CEU are:
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames: Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This aims to investigate patient pathways that span sectors and organisations, with a focus on patients with multi-morbidity.
This project will use only the following data: pseudonymised HES APC 2003/04-2019/20, HES OP 2013/14-2019/20, HES A&E 2013/14-2019/20, and Civil Registration Data. The data will be filtered with the following inclusion criteria: 1. Adult patients who suffer from multi-morbidity (two or more chronic conditions among a pre-defined list of common diseases).
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research)
The aim of the project is to improve the delivery and organisation of surgical services for women with urinary incontinence in England. It will study the use of gynaecological services (especially surgical care) for women with urinary incontinence, and the patient outcomes.
This project will use the following data: pseudonymised HES APC 2007/08-2019/20; HES OP 2013/14-2019/20; HES A&E 2013/14-2019/20 and Civil Registration Data. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 13).
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
This aims to describe comparative patterns of maternity care and gynaecological services in English NHS trusts, identifying areas of variation in practice and where improvements in the delivery of care are required. The project is being run in two phases, focusing first on maternity care and then gynaecological care. This project includes the development and validation of performance indicators based on (1) reviews of the literature, (2) extensive consultations with groups of national clinical experts, and (3) the use of a validation framework to demonstrate that the performance indicators are fit-for-purpose. The indicators form the basis for national reports of obstetric care, gynaecological services for benign conditions, and gynaecological services for malignant conditions.
This project will use only the following data: HES APC (maternity data) 2007/08-2019/20, and Civil Registration data for this period also. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 11).
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
The RCS is called upon by the UK Government, NHS England and NHS regulators to advise on matters of concern related to surgical care, such as the recent case of substandard breast cancer surgery. The aim of this project is to assess whether Hospital Episode Statistics can be used to rapidly investigate the quality of care in response to an area of surgery or hospital being flagged as a concern. When such a situation arises, a key question is whether the patterns of care or outcomes for a hospital differ in a systematic way from other hospitals. In making this judgement, it is important to remove the effect of differences in the patients treated at the various hospitals. This will involve the development of appropriate statistical models, which can be a timely process, and whether the modelling process can be streamlined will be investigated during this project. The project will use the following data: HES APC 2003/04-2019/20 and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect surgical areas of concern.
GENERAL OPERATION OF PURPOSE 1 AND 2
The CEU will begin one or two projects per year, and have up to 10 projects running concurrently. Each project typically requires an annual refresh of its HES extract. Projects usually have a lead-time of 3-6 months before commencing, during which time RCS will apply to NHS England (and Civil Registration Data as required) for approval to reuse the data already held for the purpose of the new project(s). The data will not be used for any project that has not been specifically approved by NHS England (and Civil Registration Data as required). The timeframes for delivery will depend on the length of the project. The time between deliverables typically ranges from between 3 and 12 months.
For both purposes and all projects described, the data will be stored and processed exclusively within the CEU and no data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
The CEU have reviewed whether the amount of HES data held at the CEU can be reduced. The broad programme of work followed by the CEU means there is limited opportunity for further data minimisation. The projects require the CEU to hold full-years of HES inpatient data that extend over a period of 15 years. The addition of the most recent year of data means that the CEU destroyed HES inpatient / Civil Registration mortality data from 2002/03. The various reasons for requiring this period of time are as follows:
First, the programme of clinical audit and service evaluation undertaken within the CEU examines the hospital care received by adults and children within all of England. Projects are never restricted to a smaller geographical area. Moreover, an important aspect of many studies is to examine how patterns of service delivery change over extended periods of time (for example, to understand the impact of the centralisation of surgical services).
Second, CEU projects (1) investigate differences in the care trajectory of patients as they move across NHS providers over time, and (2) assess the degree to which care varies across providers and geographical regions (NB: in some projects, Civil Registration data plays a key role in doing this accurately - the HES data will describe the trajectory of care, while Civil Registration date of death is required to determine that the trajectory has ended). For example, in the project examining patterns of cardiac surgery, many patients first present with symptoms to a district hospital before being transferred to a specialist cardiac centre. More generally, an outcome indicator used in various projects relates to unplanned readmission after surgery (e.g. within 30-days, 1-year). These readmissions can occur in any NHS hospital and may not be within the one to which the patient was first admitted.
Third, while an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis
(peripheral artery disease) will lie within specified timeframe, it is typically necessary to examine the previous admissions of these patients for various reasons:
i. outcomes of care are linked to the general health of the patient as well as the condition under examination.
Consequently, it is necessary to use data extracts from previous years to derive the number and type of chronic conditions that a patient may be suffering because these may not be entered in the secondary diagnosis fields of the index admission. Moreover, for some conditions (like myocardial infarction), it is necessary to rely on historical records because it is not clear from the index record if the condition occurred in the past or is one of the reasons for the index admission.
ii. when analysing the patterns of care and outcomes among a particular group of patients, it is necessary to define an index event (such as the date of cancer diagnosis) from which the patient becomes eligible to be included in the study. For many conditions, the only way to do this is to look at previous years of HES data to ensure a person has not experienced that event before. For example, a practical way defining the index lower limb bypass operation for patients with peripheral artery disease is by ensuring the person has not had this procedure in the previous 5 years.
iii. This look-back technique is also necessary in studies to determine values that are missing or not collected within HES fields. For example, in studies of maternity care, it is important to know the number of previous deliveries (parity) and whether or not any previous baby was delivered by caesarean section. Although hospitals can record the number of previous deliveries in the maternity tail, it is missing or inaccurate in a sizeable number of cases. Because women’s childbearing years extend from teenage to middle-age, an evaluation of the accuracy of different look-back periods suggests a look-back period of at least 7 years is the minimum required to produce reliable estimates of parity.
Fourth, projects can focus on events that occur many years after the index admission or surgical procedure (.i.e, the first instance of care given to a patient). For example, a study that described the outcomes among women who had mastectomy for breast cancer looked at admissions up to four years after the mastectomy in order to capture all cases of breast reconstruction among this cohort of women. Other examples of long-term outcomes are: (a) the proportion of patients having lower limb amputation after a lower limb artery bypass procedure for people suffering from peripheral artery disease, (b) the proportion of women who have hysterectomy after the less invasive endometrial ablation for women suffering from uterine fibroids, or (c) the proportion of patients receiving treatment for cancer progression or recurrence.
Finally, to answer a specific question, the data extract used by a project may need to include patient groups that fall outside the primary eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one, or newborn babies who are born with an oral cleft but did not undergo major cleft lip and palate repair).
A recent example of a CEU output that illustrates these points are: Muller P, Gurol-Urganci I, van der Meulen J, Thakar R, Jha S. Risk of reoperation 10 years after surgical treatment for stress urinary incontinence: a national population-based cohort study. Am J Obstet Gynecol. 2021; 225(6): 645.e1-645.e14.
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of infrainguinal limb revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933.
While the size of the extracts used by each project is minimised, having a single large dataset based on complete HES years does not expand the total number of patients on which data are held compared to the total number of records within the individual extracts required by the various projects. In addition, this approach reduces the risk of disclosure, increases the efficiency of extract production for the CEU and NHS England by reducing the number of extract requests, minimises the risk of project non-delivery given the frequency of extract generation and the limited time from extract creation to reporting.
Only the CEU Director and the data managers have access to the complete HES database. A data manager will produce an extract meeting the eligibility criteria specific to each individual project and then save it into a project-specific folder. The access to each project folder is restricted by the server administrator (CEU data manager) so that the extracts can only be accessed by staff working on the project.
The data will only be used for the purposes described above and for projects that have been individually approved by NHS England (and Civil Registration Data as required). Data will only be retained if there is a requirement for its use in one or more approved project.
Individuals working on each project will only be permitted to access a HES data extract relating to that project. All data access is password controlled. The controls enable a single copy of the data to be held, reducing security risk associated with multiple copies being provided per project.
The information produced by the projects will be primarily for patients, their carers and the public, NHS providers, commissioners and other public-sector bodies, and will typically be published as public documents.
Expected output
The primary outputs under this Agreement will be the provision of bespoke extracts of HES data and (where authorised) civil registration data to internal CEU analysts for use in NHS England-approved purposes, each of which will result in secondary outputs of aggregated results.
The outputs of the secondary analyses, always in the form of aggregated data, will be published in various formats (summary tables, graphs) and will typically be put in the public domain. Only data that is aggregated with small numbers suppressed in line with the HES Analysis Guide will be included in any outputs.
Purpose 1:
The results produced by analyses of HES data will be published in various types of outputs produced by the clinical audit. These outputs will include Annual reports, as required by the audit commissioners (e.g., HQIP), information published on the relevant website for that audit (e.g. www.VSqip.org.uk), oral or poster presentations at national/international conferences on the conditions covered by the audits, and in peer-reviewed journal articles.
The results will typically be one of the following: (1) a description of trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated. (2) descriptions of trends over time and regional variation in the outcomes of care, or (3) evaluations of the performance of health care organisations by comparing their processes / outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
The most recent annual reports for the clinical audits (and their publication date) are as follows:
1. Gastrointestinal cancer (Bowel cancer): December 2022 (nboca.org.uk)
2. Gastrointestinal cancer (Oesophago-gastric): January 2023 (nogca.org.uk)
3. Prostate cancer: January 2023 (npca.org.uk)
4. National Vascular Registry: November 2022 (vsqip.org.uk)
5. Audit of Breast Cancer in Older Patients: May 2022 (Nabcop.org.uk)
6. National Emergency Laparotomy Audit: February 2023 (nela.org.uk)
8. Crane: December 2022 (www.crane-database.org.uk)
Some examples of other outputs generated by the audits include:
Li Q, Birmpili P, Johal AS, Waton S, Pherwani AD, Boyle JR, Cromwell DA. Delays to revascularization for patients with chronic limb-threatening ischaemia. Br J Surg. 2022; 109(8):717-726.
Heikkilä K, Loftus IM, Waton S, Johal AS, Boyle JR, Cromwell DA. Association of neighbourhood deprivation with risks of major amputation and death following lower limb revascularisation. Atherosclerosis. 2020; 306: 11-14.
Johal AS, Loftus IM, Boyle JR, Heikkila K, Waton S, Cromwell DA. Long-term survival after endovascular and open repair of unruptured abdominal aortic aneurysm. Br J Surg. 2019; 106(13):1784-1793.
Purpose 2:
Outputs will be produced to support clinicians and managers in individual NHS organisations (e.g. NHS trusts) undertake quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities. Outputs will be produced to support the commissioning process, and national policy development. Statistics will be derived at national and regional level, and by healthcare providers. These statistics may be stratified by relevant patient subgroups. The publication of these statistics will comply with the HES Analysis Guide
These outputs will be included in reports to the commissioners of the work (e.g. NIHR), in information to be placed on pages of relevant websites, in oral or poster presentations at relevant national/international conferences, and in peer-reviewed journal articles.
As the RCS is an academic organisation, there is a requirement for the CEU to contribute/distribute findings in a way that conforms to standard academic communication methods, namely, academic journals / conference presentations. In addition, analysts working on specific projects may use the work as source material for a higher-research degree (MD/PhD). Academic publications are not a primary aim of the work but are an effective and established way of ensuring wider dissemination of findings to encourage learning and increase utilisation of the work's benefits.
The outputs expected for the current projects for Purpose 2 (Service Evaluation and Research) are publically available reports, conference papers, and submissions to relevant journals based on the health care topic being investigated.
Submissions might be to a general medical journal for topics with a broad relevance to health care services (eg, BMJ, BMJ open), to a medical journal in a relevant medical discipline (eg, Age & Ageing, Archives of Disease in Childhood), or to a methodological journal (BMC health services research). It is not guaranteed that the preferred journal will accept submissions for publishing.
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This project has ended and there are no more planned outputs.
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research).
This project has ended and there are no more planned outputs. The major output was the overall project report: Geary RS, Gurol-Urganci I, Mamza JB, Lynch R, El-Hamamsy D, Wilson A, Cohn S, Tincello D, van der Meulen J. Variation in availability and use of surgical care for female urinary incontinence: a mixed-methods study. Southampton (UK): NIHR Journals Library; 2021).
Peer-review academic journal articles include:
Gurol-Urganci I, Geary RS, Mamza JB, Iwagami M, El-Hamamsy D, Duckett J, Wilson A, Tincello D, van der Meulen J. Determinants of referral of women with urinary incontinence to specialist services: a national cohort study using primary care data from the UK. BMC Fam Pract. 2020; 21(1):211.
Mamza JB, Geary RS, El-Hamamsy D, Cromwell DA, et aI. Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study. BMJ Open. 2019; 9(8): e029878.
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
An article is in preparation on patterns of care delivered by English NHS maternity services compared to analyses of Hospital Episode Statistics. Published peer-review academic journal articles include:
El-Hamamsy D, Geary RS, Gurol-Urganci I, van der Meulen J, Tincello D. Uptake and outcomes of robotic gynaecological surgery in England (2006-2018): an account of Hospital Episodes Statistics (HES). J Robot Surg. 2022; 16(1):81-88
Muller P, Gurol-Urganci I, Thakar R, Ehrenstein MR, Van Der Meulen J, Jha S. Impact of a mid-urethral synthetic mesh sling on long-term risk of systemic conditions in women with stress urinary incontinence: a national cohort study. BJOG. 2022; 129(4):664-670.
Muller P, Gurol-Urganci I, van der Meulen J, Thakar R, Jha S. Risk of reoperation 10 years after surgical treatment for stress urinary incontinence: a national population-based cohort study. Am J Obstet Gynecol. 2021 Dec;225(6):645.e1-645.e14.
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
Planned outputs will be ad hoc short-reports for the Royal College of Surgeons, as well as supporting methodological work describing / measuring the patterns of risk among surgical; patients that will be submitted for publication in peer-review academic journals. Examples of output are:
Fowler AJ, Wahedally MAH, Abbott TEF, Smuk M, Prowle JR, Pearse RM, Cromwell DA.
Death after surgery among patients with chronic disease: prospective study of routinely collected data in the English NHS. Br J Anaesth. 2022; 128(2):333-342.
Cowling TE, Cromwell DA, Bellot A, Sharples LD, van der Meulen J. Logistic regression and machine learning predicted patient mortality from large sets of diagnosis codes comparably. J Clin Epidemiol. 2021;133: 43-52.
All outputs will only contain aggregated data with small number suppression, as is in line with the HES analysis guide.
Benefits reported
Purpose 1:
In the last year, the national clinical audits produced “state of the nation͟” reports that provided comparative information on clinical practice and outcomes for benchmarking and recommendations on areas that of care that could be improved. Results were produced in 2021/22 (as planned) as follows:
1. Gastrointestinal cancer (Bowel cancer): December 2022
2. Gastrointestinal cancer (Oesophago-gastric): January 2023
3. Prostate cancer: January 2023
4. National Vascular Registry: November 2022
5. Audit of Breast Cancer in Older Patients: May 2022
6. National Emergency Laparotomy Audit: February 2023
8. CRANE: December 2022
The report recommendations highlighted specific areas in the care pathway for improvement, and where appropriate, letters were sent to medical directors requesting immediate action. The report findings were used by the CQC in their inspection visits and have been incorporated in the HQIPs National Clinical Audit Benchmarking initiative (https://ncab.hqip.org.uk/) in the cases of projects 1-4.
Benefits from each audit have also been produced for the patients and the public, through the production of tailored material such as patient reports and infographics that communicate key messages about performance within the NHS. In particular, the audits on bowel cancer, oesophago-gastric cancer and vascular surgery have published information on surgical outcomes by individual surgeon, which inform patients about the performance of their local services.
There have also been benefits for the medical community, patients, policy makers and stakeholders with the publication of papers in peer-review journals. Examples of outputs below were generated by the National Vascular Registry:
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of Infrainguinal Limb Revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933. doi: 10.1161/CIRCULATIONAHA.117.029834.
Li Q, Birmpili P, Johal AS, Waton S, Pherwani AD, Boyle JR, Cromwell DA. Delays to revascularization for patients with chronic limb-threatening ischaemia. Br J Surg. 2022; 109(8):717-726.
In relation to the yielded benefits to health, the first paper evaluated the outcomes after lower limb bypass since 2005, and clarified the risk of amputation that patient face. The work also demonstrated the improvement in outcomes for patients over the last 10 years. The second paper gives the first description of care pathways within vascular networks, with patients moving between vascular centres and spoke hospitals within England. The results highlight how these pathways are associated with different average waits for surgery, some of which exceed recommended standards.
Purpose 2:
Benefits from the projects related to our programme of service evaluation reflect the degree of maturity of the tasks being tackled. For project 10, presentation of the work on atrial fibrillation to stakeholders has supported work on improving the management of this condition locally. It has stimulated a focus on the wider problem of improving the management of multi-morbidity (i.e., patients with two or more chronic conditions).
There is an ongoing debate about the value of mesh to treat stress incontinence in women. The latest advice from NHS England has been for NHS hospitals to suspend the use of mesh for the treatment of urinary incontinence. Project 11 is directly contributing to the better understanding of this issue.
Within project 13, the initial work on maternity indicators provided women with unique information on the patterns of care delivered by NHS maternity units. The information was provided as a web-based resource and was visited 1000s of times. This work contributed to the commissioning of the National Maternity and Perinatal Audit, which has taken over this role of providing women with information on maternity care. Project 13 has subsequently focused on delivering the same benefits for women having gynaecological treatments, from which various publications have been produced (see above).
A key element of understanding the quality of surgery is to the ability to distinguish between patients for whom surgery is high or high risk. Within project 15, new methods of being able to measure the risk of mortality after surgery have been developed and this will help to improve the ability to assess the performance of hospitals.
DARS-NIC-15335-H0D1F-v6.5 18 October 2021 to 17 October 2022
- Title
- Bespoke Data Linkage - renewal
- Commercial
- No
- Sublicensing
- No
- Datasets
- 5
- Files released
- 0
Datasets: Civil Registrations of Death - Secondary Care Cut; HES:Civil Registration (Deaths) bridge; Hospital Episode Statistics Accident and Emergency (HES A and E); Hospital Episode Statistics Admitted Patient Care (HES APC); Hospital Episode Statistics Outpatients (HES OP)
What changed from DARS-NIC-15335-H0D1F-v5.4
Text removed is struck through; text added is underlined. Unchanged paragraphs are summarised rather than repeated.
| Field | Was | Became |
|---|---|---|
| Start date | 2021-10-18 | |
| End date | 2022-10-17 |
Objective for processing
[2 paragraphs unchanged]
The Royal College of Surgeons are processing the data in line with
[77 words unchanged]
in the legitimate interest assessment that The Royal College of Surgeons have
undertaken -
undertaken. RCS are
the
sole Data Processor and sole Data Controller. The
data requested is to help achieve the following:
[18 paragraphs unchanged]
Under separate Data Sharing Agreements, audit teams separately receive pseudonymised audit data linked to HES and other datasets for analysis and publication of statistics and findings in annual publications.
Audit teams require bespoke extracts of HES and/or linked HES and Civil Registration mortality data to undertake analyses that will augment their work using the linked audit datasets. These extracts will not be linked with any audit data
[45 paragraphs unchanged]
The CEU have reviewed whether the amount of HES data held at
[44 words unchanged]
addition of the most recent year of data means that the CEU
will destroy
destroyed
HES inpatient / Civil Registration mortality data from 2002/03. The various reasons for requiring this period of time are as follows:
[16 paragraphs unchanged]
Processing activities
The process of data flow was as follows: 1. NHS Digital providing the Royal College of Surgeons of England (RCS) with the requested data extracts of HES A&E episodes, HES outpatient episodes, and HES APC episodes linked to mortality data. The extracts include the ENCRYPTED_HESID field and no patient identifiers. 2. Extract is received by the RCS by file transfer and stored on the RCS secure server There will be: 1. No flow of personal data into NHS Digital from the Royal College of Surgeons of England 2. No onward sharing of these HES data by the Royal College of Surgeons of England [20 paragraphs unchanged] Under separate Data Sharing Agreements, audit teams separately receive pseudonymised audit data linked to HES and other datasets for analysis and publication of statistics and findings in annual publications. Audit teams require bespoke extracts of HES and/or linked HES and Civil Registration mortality data to undertake analyses that will augment their work using the linked audit datasets. These extracts will not be linked with any audit data. [1 paragraph unchanged]
Expected output
[5 paragraphs unchanged]
The
most recent
annual reports for the clinical audits
have been published
(and their publication date) are
as follows:
1. Gastrointestinal cancer (Bowel cancer):
9th January
December
2020
2. Gastrointestinal cancer (Oesophago-gastric): December
2019
2020
3. Prostate cancer:
9th
January
2020
2021
4. National Vascular Registry:
December 2018
November 2020
5. Audit of Breast
cancer
Cancer
in
older patients: June 2019
Older Patients: August 2021
6. National Emergency Laparotomy Audit:
December 2019
November 2020
8. Crane: December
2019
2020
Some examples of other outputs generated by the audits include:
Heikkilä K, Loftus IM, Waton S, Johal AS, Boyle JR, Cromwell DA. Association of neighbourhood deprivation with risks of major amputation and death following lower limb revascularisation. Atherosclerosis. 2020; 306: 11-14.
Johal AS, Loftus IM, Boyle JR, Heikkila K, Waton S, Cromwell DA. Long-term survival after endovascular and open repair of unruptured abdominal aortic aneurysm. Br J Surg. 2019; 106(13):1784-1793.
[4 paragraphs unchanged]
Some examples of previous outputs are given below:
Fitzsimons KJ, Copley LP, van der Meulen JH, Panagamuwa C, Deacon SA. Grommet Surgery in Children With Orofacial Clefts in England. Cleft Palate Craniofac J. 2017 Jan;54(1):80-89.
Mennie JC, Mohanna PN, O'Donoghue JM, Rainsbury R, Cromwell DA. National trends in immediate and delayed post-mastectomy reconstruction procedures in England: A seven-year population-based cohort study.Eur J Surg Oncol. 2017; 43(1):52-61. doi: 10.1016/j.ejso.2016.09.019.
[1 paragraph unchanged]
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames ‘Impact of multi-morbidity on patterns of care Project’ (Commissioned by NIHR).
Planned outputs will be one peer-review academic journal article submitted in Summer 2019, and one conference presentation.
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research). The principal outputs for 2018/19 will be the final project report sent to NIHR at the end of the project. Other outputs will be the submission of two peer-review academic journal articles, and one conference presentation.
This project has ended and there are no more planned outputs.
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research).
This project has ended and there are no more planned outputs. The major output was the overall project report: Geary RS, Gurol-Urganci I, Mamza JB, Lynch R, El-Hamamsy D, Wilson A, Cohn S, Tincello D, van der Meulen J. Variation in availability and use of surgical care for female urinary incontinence: a mixed-methods study. Southampton (UK): NIHR Journals Library; 2021).
Peer-review academic journal articles include: Mamza JB, Geary RS, El-Hamamsy D, Cromwell DA, et aI. Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study. BMJ Open. 2019; 9(8): e029878.
[1 paragraph unchanged]
Planned outputs for 2018/19 will be a report on patterns of gynaecological care in England will be published on the RCOG website in 2018. Other planned outputs are the submission of two peer-review academic journal articles, and two conference presentations.
An article is in preparation on patterns of care delivered by English NHS maternity services compared to analyses of Hospital Episode Statistics. Published peer-review academic journal articles include:
El-Hamamsy D, Geary RS, Gurol-Urganci I, van der Meulen J, Tincello D. Uptake and outcomes of robotic gynaecological surgery in England (2006-2018): an account of Hospital Episodes Statistics (HES). J Robot Surg. 2021 (Epub ahead of print).
Knight HE, Oddie SJ, Harron KL, Aughey HK, van der Meulen JH, Gurol-Urganci I, Cromwell DA. Establishing a composite neonatal adverse outcome indicator using English hospital administrative data. Arch Dis Child Fetal Neonatal Ed. 2019 Sep;104(5):F502-F509. doi: 10.1136/archdischild-2018-315147. Epub 2018 Nov 28. PMID: 30487299; PMCID: PMC6703994.
[1 paragraph unchanged]
Planned outputs
for 2018/19
will be
two
ad hoc
short-reports for the Royal College of
Surgeons. One
Surgeons, as well as supporting methodological work describing / measuring the patterns of risk among surgical; patients that will be submitted for publication in
peer-review academic
article will be submitted.
journals. An example of output is:
In relation to publications from the use of HES data, below are some links to PUBMED (a free full-text archive of biomedical and life sciences journal literature) that describes where the articles were published as well as an abstract.
Cowling TE, Cromwell DA, Bellot A, Sharples LD, van der Meulen J. Logistic regression and machine learning predicted patient mortality from large sets of diagnosis codes comparably. J Clin Epidemiol. 2021;133: 43-52.
**Establishing a composite neonatal adverse outcome indicator using English hospital administrative data.
https://www.ncbi.nlm.nih.gov/pubmed/30487299
**Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study.
https://www.ncbi.nlm.nih.gov/pubmed/31462480
**Long-term survival after endovascular and open repair of unruptured abdominal aortic aneurysm
https://www.ncbi.nlm.nih.gov/pubmed/31747067
[1 paragraph unchanged]
Expected measurable benefits
[9 paragraphs unchanged]
There are various channels through which are results of the clinical audits
[9 words unchanged]
published as Annual reports, and are often promoted in the national media.
Results
Versions of the reports for the public and patients
are also
published
produced. Both are available
on the relevant audit websites.
For the audits on bowel cancer, oesophago-gastric cancer, vascular surgery, this also includes the NHS Choices / MyNHS websites, as part of the NHS England policy of informing patients and the public about the care provided in NHS organisations.
The results are disseminated at appropriate conferences, typically at annual national conferences
[27 words unchanged]
findings to care providers / surgeons and bringing about improvements in care/practice.
Results are also presented at meetings organised for patients and patient representatives.
[2 paragraphs unchanged]
Like the national clinical audits, these projects typically
also
produce comparative information on clinical practice and outcomes. The results of these projects
are
not primarily aimed at supporting benchmarking and so are not communicated directly
[108 words unchanged]
knowledge will lead to actions to improve the cost-effective delivery of care.
The results of some projects will also benefit patients and the public by providing up-to-date information on the outcomes of care by NHS organisations.
A benefit of Project 13 (Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts) will be improved access to information for particular patient groups on both obstetric and gynaecological care.
Benefits reported
[1 paragraph unchanged]
In the last year, the national clinical audits produced “state of the
[16 words unchanged]
areas that of care that could be improved. Results were produced in
2017/18
2020/21
(as planned) as follows:
1. Bowel Cancer – in December 2017
1. Gastrointestinal cancer (Bowel Cancer): December 2020
2. OG Cancer - December 2017
2. Gastrointestinal cancer (Oesophago-gastric): December 2020
3. Prostate Cancer – in December 2017
3. Prostate cancer: January 2021
4. NVR in November 2017
4. National Vascular Registry: November 2020
5. Breast cancer in July 2017
5. Audit of Breast Cancer in Older Patients: August 2021
6. NELA in October 2017
6. National Emergency Laparotomy Audit: November 2020
8. Crane December 2017 [Summary of OGC impact]
8. Crane: December 2020
[1 paragraph unchanged]
The recent election purdah period affected the RCS's publication schedule; revised publication dates for 2019 annual reports were as follows:
Benefits from each audit have also been produced for the patients and the public, through the production of tailored material such as patient reports and infographics that communicate key messages about performance within the NHS. In particular, the audits on bowel cancer, oesophago-gastric cancer and vascular surgery have published information on surgical outcomes by individual surgeon, which inform patients about the performance of their local services.
1. Gastrointestinal cancer (Bowel cancer): 9 January 2020
2. Gastrointestinal cancer (Oesophago-gastric): December 2019
3. Prostate cancer: 9 January 2020.
4. National Vascular Registry: December 2018
5. Audit of Breast cancer in older patients: June 2019
6. National Emergency Laparotomy Audit: December 2019
8. Crane: December 2019
Benefits from each audit have also been produced for the patients and the public, through the production of tailored material such as patient reports and infographics that communicate key messages about performance within the NHS. In particular, the audits on bowel cancer, oesophago-gastric cancer and vascular surgery have also published information on surgical outcomes by individual surgeon on the NHS Choices / MyNHS websites, which inform patients about the performance of their local services.
[5 paragraphs unchanged]
Benefits from the projects related to our programme of service evaluation reflect
[35 words unchanged]
a focus on the wider problem of improving the management of multi-morbidity
(ie,
(i.e.,
patients with two or more chronic conditions).
There is an ongoing debate about the value of mesh to treat
[27 words unchanged]
Project 11 is directly contributing to the better understanding of this issue.
Preliminary results have identified geographical variation in surgery for female stress urinary incontinence in England. A paper on the outcomes after surgery involving mesh is under-review.
Within project 13, the initial work on maternity indicators provided women with
[54 words unchanged]
13 subsequently focused on delivering the same benefits for women having gynaecological
treatments and will be publishing its first report later in 2018.
treatments, from which, the reports have been published.
Project 12 - Outcomes of delivery among preterm babies, including surgical care during infancy (Investigator-led, Wellcome Postdoctoral Fellowship). This project has not finished and the following was noted:
A key element of understanding the quality of surgery is to the ability to distinguish between patients for whom surgery is high or high risk. Within project 15, new methods of being able to measure the risk of mortality after surgery have been developed and this will help to improve the ability to assess the performance of hospitals.
The benefits of this project relate to the clearer advice available to hospital maternity staff on the management of late preterm babies. In particular, that maternity unit discharge policies for term babies may not be appropriate for those born a few weeks too early, and that increased in-hospital support may prevent avoidable readmissions for late preterm babies. Before this project, little was known about the whether the length of stay in hospital after birth is related to the subsequent risk of an unplanned readmission within 30 days for preterm babies. This analysis of HES data found that a longer length of stay (LOS) was associated with a reduced risk of readmission for late preterm (34–36 weeks’ gestation) , normal births. A peer-reviewed article describing this work was published in the journal Paediatric & Perinatal Epidemiology.
Project 14 - Patterns and outcomes of thoracic surgery (Commissioned by the Society for Cardiothoracic Surgery). This project has now finished and the following was noted:
The national clinical audits of cardiac surgery and thoracic surgery only provide information on clinical practice and patient outcomes for the hospital admission during which surgery is performed. This project explored the potential of using Hospital Episode Statistics (HES) data to expand the information available to patients and staff about adult cardiac and thoracic surgery in English NHS trusts.
Benefits from the project stem from the results demonstrating additional information on clinical practice and outcomes can be generated from HES. Of particular value would be 30-day unplanned readmission rates, and rates of repeat surgery within one year of the initial procedure. Producing this type of information for all English cardiothoracic units would help the units with benchmarking and quality improvement, and inform patients about what outcomes to expect.
A report describing these results was produced for the Society for Cardiothoracic Surgery, and informed discussions about the development of the national clinical audits involving these procedures.
Objective for processing
The Royal College of Surgeons of England (RCS) Clinical Effectiveness Unit (CEU) requires Hospital Episode Statistics (HES) and linked Civil Registration mortality data for use in numerous activities specified within this purpose statement.
Overall, these activities form a programme of Clinical Audit (Purpose 1) and Service Evaluation and Research (Purpose 2) into the hospital care received by adults and children in England. The overarching aim of this programme is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory (i.e. the course of a patient͛'s illness over time and the care received to manage that course).
The Royal College of Surgeons are processing the data in line with their charitable goals as part of their legitimate interests. This is covered under the General Data Protection Regulation Article 6(1)(f) - This work is necessary for the purposes of the legitimate interests pursued by the controller or by a third party except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child. As set out in the legitimate interest assessment that The Royal College of Surgeons have undertaken. RCS are the sole Data Processor and sole Data Controller. The data requested is to help achieve the following:
The Clinical Effectiveness Unit undertakes analysis of Hospital Episode Statistics (HES), a database of records on patient admissions to NHS hospitals, to fulfil a variety of purposes:
• a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
• to undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU.
The overarching aim of this work is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory.
Processing includes:
• Descriptive analysis of patterns and trends in hospital activity
• Development of outcome measures
• Comparison of outcomes and risks between cohorts of patients.
The comparative information on clinical practice and outcomes that is produced by the CEU from HES supports health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care
The data is required for research purposes - meeting the conditions outlined as per Article 9 (2)(J) of the GDPR. processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject. The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved.
The data is also required for service evaluation purposes - meeting the conditions outlined as per Article 9 (2)(I) of the GDPR. Processing is necessary for reasons of public interest in the area of public health, such as protecting against serious cross-border threats to health or ensuring high standards of quality and safety of health care and of medicinal products or medical devices, on the basis of Union or Member State law which provides for suitable and specific measures to safeguard the rights and freedoms of the data subject, in particular professional secrecy. The Royal College of Surgeons are carrying out service evaluation work as described in this agreement to investigate how the quality of care can be improved.
The data will be stored on the RCS secure server, with access and analysis controlled by the CEU. The CEU will retain a single master copy of the data with access restricted to the two CEU data managers. Sub-teams from within the CEU will request bespoke extracts from the master copy strictly for use for one of the purposes described in this purpose statement. Requests must be approved by the Director of the CEU. Only requests for data extracts for use in activities described in this statement will be approved.
For approved requests, tailored bespoke extracts of data will be created by a CEU data manager and provided to the internal CEU team working on the specific activity for a specific purpose and within a specific project. The data may not be used for any purposes other than those approved by the Director of the CEU and once the approved use of the data is complete, the subsets of data will be destroyed. No individual-level HES or Civil Registration mortality data will be transferred outside of the CEU or shared with other organisations.
The CEU sub-teams may include individuals who are substantively employed by London School of Hygiene & Tropical Medicine, but hold honorary contracts with RCS. Data will only be accessed by individuals permanently employed by RCS or by individuals permanently employed by LSHTM who have honorary contracts of employment with RCS.
The two overarching purposes for which the data will be used are as follows:
Purpose 1: Clinical Audits commissioned by, or on behalf of, NHS England
The RCS delivers a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
In general, audit teams use prospectively collected data for analysis and the production of statistics, and the audit findings are published in annual reports and other publications. The audits may involve the analysis of pseudonymised audit data linked to HES and other datasets and these linked datasets are provided under separate approved Data Sharing Agreements.
Audit teams will use standalone extracts of HES data for one or more of the following purposes only:
a) Deriving information on clinical practice patterns and patient outcomes for English NHS organisations, which may be at one point in time (cross-sectional) or for a sequence of time points (time-series). Patterns of care for one or more conditions / procedures may be compared
b) Determining case ascertainment of the clinical audits by using HES data to estimate the number of patients eligible for inclusion in the audit
c) Assessing the differences between data collected on patients in Hospital Episode Statistics and the national clinical audits in relation to important data items (e.g. coding of procedures, and reporting of outcomes). This will involve comparing aggregated statistics and no direct linkage between the HES and the linked audit dataset.
d) Assessing the differences between estimated survival on patients in Hospital Episode Statistics and the national clinical audits using the HES-linked Civil Registration mortality data. This will involve comparing aggregated statistics and no direct linkage between the HES/Civil Registration and the audit dataset.
The audit teams may use the HES data as a standalone source of national healthcare data to produce either aggregate information that complements information derived with data from the national clinical audits or to produce information requested by the steering committees of the audits but which cannot be produced from data available to the audit (such as changes in patterns of care over time that extends into time periods before the start of the audit). Civil Registration mortality data will be used for reporting survival statistics.
The information will be produced at an appropriate aggregate level to support quality assurance activities (such as benchmarking), and will be used to support quality improvement activities within hospitals, the commissioning process, and policy development. Statistics will be derived at national and regional level, and by healthcare providers. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
To achieve these purposes, audit teams must request from the CEU data manager specific filtered extracts of the HES data for patient groups of interest, defined in terms of groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event. Finally, to answer a specific question, the extracts may include patient groups that fall outside the eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one).
In relation to the selection of patient records from outpatient and A&E datasets, the limited amount of diagnostic / procedure information available on patient conditions means that patient records are typically flagged for extraction by either (1) first identifying patients within the inpatient dataset and then using their HESID to identify their records in the outpatient or A&E datasets and thereby construct their care trajectories, or using broad selection criteria such as main specialty (mainspef) and whether a patient is making their first or follow-up attendance (first attendance). The poor completeness of the diagnostic and procedure fields means it is not feasible to restrict the requested A&E and outpatient data to particular patient subsets.
The current national clinical audits that the Clinical Effectiveness Audits are commissioned to deliver are:
Project One - National Gastrointestinal Cancer (Oesophago-gastric and Bowel) Audit Programme
This project was previously commissioned as two separate projects: the national bowel cancer audit and the national Oesophago-gastric cancer audit. The project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with a diagnosis of cancer of the oesophagus, stomach, colon or rectum.
Project Three - National Prostate Cancer Audit
This project will use the following data: pseudonymised HES APC 2008/09-2017/18 and Civil Registration mortality data from 2008-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a prostate cancer diagnosis or 2) a prostatectomy operation or other prostate procedure, including brachytherapy, HIFU, cryotherapy.
Project Four - National Vascular Registry
This project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of stroke, aortic aneurysms, peripheral arterial disease or 2) a procedure of aortic repair, carotid endarterectomy, lower limb revascularisation or lower limb amputation.
Project Five - National Audit of Breast Cancer in Older People
This project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a breast cancer diagnosis or 2) a breast excision or reconstruction operation.
Project Six - National Emergency Laparotomy Audit
This project will use the following data: pseudonymised HES APC 2003/04-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: 1. all patients over 18 years and 2. who were admitted as an emergency and 3. who have one or more of the specified OPCS procedure codes in any of the operation fields.
Project Eight - the Cleft Registry and Audit Network (CRANE) project.
This project will use only the following data: identifiable HES APC (maternity data) 2003/04-2017/18. Civil Registration data will not be used for this project. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of cleft lip and or palate or 2) a cleft repair procedure.
Purpose 2: Service evaluation and research
The CEU undertakes projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. All such projects aim to provide information that will be used to improve health services and patient care. CEU does not undertake work using HES data commissioned by commercial organisations or for commercial purposes.
For these projects, data from HES may be used for the purposes of:
a) describing trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated;
b) describing trends over time and regional variation in the outcomes of care, and assessing whether differences observed among patient groups indicates problems of access or quality of care;
c) evaluating the performance of specific health care organisations by comparing their outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
To achieve the purposes, project teams may request specific filtered extracts of the HES data from a CEU data manager, for a patient group of interest, defined either by groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event.
The geographic scope of such projects is usually national and the subject can cover a wide variety of conditions or types of episodes. For this reason, the RCS CEU needs to hold national data that are not limited to specific conditions or minimised by data years.
Where appropriate approvals are in place, linked Civil Registration mortality data may be used for reporting survival after a hospital episode or because death is a competing risk for the studied outcome (e.g. a patient cannot be re-admitted if they have died). Use of Civil Registration mortality data is limited to the specified projects.
The information produced by the analysis of these HES data will be presented at an appropriate aggregate level to support quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities within hospitals, the commissioning process, and policy development. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide. The current service evaluation projects being conducted within the CEU are:
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames: Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This aims to investigate patient pathways that span sectors and organisations, with a focus on patients with multi-morbidity.
This project will use only the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18, HES A&E 2013/14-2017/18, and Civil Registration Data. The data will be filtered with the following inclusion criteria: 1. Adult patients who suffer from multi-morbidity (two or more chronic conditions among a pre-defined list of common diseases).
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research)
The aim of the project is to improve the delivery and organisation of surgical services for women with urinary incontinence in England. It will study the use of gynaecological services (especially surgical care) for women with urinary incontinence, and the patient outcomes.
This project will use the following data: pseudonymised HES APC 2007/08-2017/18 ; HES OP 2013/14-2017/18; HES A&E 2013/14-2017/18 and Civil Registration Data. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 13).
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
This aims to describe comparative patterns of maternity care and gynaecological services in English NHS trusts, identifying areas of variation in practice and where improvements in the delivery of care are required. The project is being run in two phases, focusing first on maternity care and then gynaecological care. This project includes the development and validation of performance indicators based on (1) reviews of the literature, (2) extensive consultations with groups of national clinical experts, and (3) the use of a validation framework to demonstrate that the performance indicators are fit-for-purpose. The indicators form the basis for national reports of obstetric care, gynaecological services for benign conditions, and gynaecological services for malignant conditions.
This project will use only the following data: HES APC (maternity data) 2007/08-2017/18, and Civil Registration data for this period also. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 11).
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
The RCS is called upon by the UK Government, NHS England and NHS regulators to advise on matters of concern related to surgical care, such as the recent case of substandard breast cancer surgery. The aim of this project is to assess whether Hospital Episode Statistics can be used to rapidly investigate the quality of care in response to an area of surgery or hospital being flagged as a concern. When such a situation arises, a key question is whether the patterns of care or outcomes for a hospital differ in a systematic way from other hospitals. In making this judgement, it is important to remove the effect of differences in the patients treated at the various hospitals. This will involve the development of appropriate statistical models, which can be a timely process, and whether the modelling process can be streamlined will be investigated during this project. The project will use the following data: HES APC 2003/04-2017/18 and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect surgical areas of concern.
GENERAL OPERATION OF PURPOSE 1 AND 2
The CEU will begin one or two projects per year, and have up to 10 projects running concurrently. Each project typically requires an annual refresh of its HES extract. Projects usually have a lead-time of 3-6 months before commencing, during which time RCS will apply to NHS Digital (and Civil Registration Data as required) for approval to reuse the data already held for the purpose of the new project(s). The data will not be used for any project that has not been specifically approved by NHS Digital (and Civil Registration Data as required). The timeframes for delivery will depend on the length of the project. The time between deliverables typically ranges from between 3 and 12 months.
For both purposes and all projects described, the data will be stored and processed exclusively within the CEU and no data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
The CEU have reviewed whether the amount of HES data held at the CEU can be reduced. The broad programme of work followed by the CEU means there is limited opportunity for further data minimisation. The projects require the CEU to hold full-years of HES inpatient data that extend over a period of 15 years. The addition of the most recent year of data means that the CEU destroyed HES inpatient / Civil Registration mortality data from 2002/03. The various reasons for requiring this period of time are as follows:
First, the programme of clinical audit and service evaluation undertaken within the CEU examines the hospital care received by adults and children within all of England. Projects are never restricted to a smaller geographical area. Moreover, an important aspect of many studies is to examine how patterns of service delivery change over extended periods of time (for example, to understand the impact of the centralisation of surgical services).
Second, CEU projects (1) investigate differences in the care trajectory of patients as they move across NHS providers over time, and (2) assess the degree to which care varies across providers and geographical regions (NB: in some projects, Civil Registration data plays a key role in doing this accurately - the HES data will describe the trajectory of care, while Civil Registration date of death is required to determine that the trajectory has ended). For example, in the project examining patterns of cardiac surgery, many patients first present with symptoms to a district hospital before being transferred to a specialist cardiac centre. More generally, an outcome indicator used in various projects relates to unplanned readmission after surgery (e.g. within 30-days, 1-year). These readmissions can occur in any NHS hospital and may not be within the one to which the patient was first admitted.
Third, while an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis
(peripheral artery disease) will lie within specified timeframe, it is typically necessary to examine the previous admissions of these patients for various reasons:
i. outcomes of care are linked to the general health of the patient as well as the condition under examination.
Consequently, it is necessary to use data extracts from previous years to derive the number and type of chronic conditions that a patient may be suffering because these may not be entered in the secondary diagnosis fields of the index admission. Moreover, for some conditions (like myocardial infarction), it is necessary to rely on historical records because it is not clear from the index record if the condition occurred in the past or is one of the reasons for the index admission.
ii. when analysing the patterns of care and outcomes among a particular group of patients, it is necessary to define an index event (such as the date of cancer diagnosis) from which the patient becomes eligible to be included in the study. For many conditions, the only way to do this is to look at previous years of HES data to ensure a person has not experienced that event before. For example, a practical way defining the index lower limb bypass operation for patients with peripheral artery disease is by ensuring the person has not had this procedure in the previous 5 years.
iii. This look-back technique is also necessary in studies to determine values that are missing or not collected within HES fields. For example, in studies of maternity care, it is important to know the number of previous deliveries (parity) and whether or not any previous baby was delivered by caesarean section. Although hospitals can record the number of previous deliveries in the maternity tail, it is missing or inaccurate in a sizeable number of cases. Because women’s childbearing years extend from teenage to middle-age, an evaluation of the accuracy of different look-back periods suggests a look-back period of at least 7 years is the minimum required to produce reliable estimates of parity.
Fourth, projects can focus on events that occur many years after the index admission or surgical procedure (.i.e, the first instance of care given to a patient). For example, a study that described the outcomes among women who had mastectomy for breast cancer looked at admissions up to four years after the mastectomy in order to capture all cases of breast reconstruction among this cohort of women. Other examples of long-term outcomes are: (a) the proportion of patients having lower limb amputation after a lower limb artery bypass procedure for people suffering from peripheral artery disease, (b) the proportion of women who have hysterectomy after the less invasive endometrial ablation for women suffering from uterine fibroids, or (c) the proportion of patients receiving treatment for cancer progression or recurrence.
Finally, to answer a specific question, the data extract used by a project may need to include patient groups that fall outside the primary eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one, or newborn babies who are born with an oral cleft but did not undergo major cleft lip and palate repair).
A recent example of a CEU output that illustrates these points is: Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of infrainguinal limb revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933.
While the size of the extracts used by each project is minimised, having a single large dataset based on complete HES years does not expand the total number of patients on which data are held compared to the total number of records within the individual extracts required by the various projects. In addition, this approach reduces the risk of disclosure, increases the efficiency of extract production for the CEU and NHS Digital by reducing the number of extract requests, minimises the risk of project non-delivery given the frequency of extract generation and the limited time from extract creation to reporting.
Only the two CEU data managers have access to the complete HES database. The data managers produce an extract meeting the eligibility criteria specific to each individual project and then save it into a project-specific folder. The access to each project folder is restricted by the server administrator (CEU data managers) so that the extracts can only be accessed by staff working on the project.
The data will only be used for the purposes described above and for projects that have been individually approved by NHS Digital (and Civil Registration Data as required). Data will only be retained if there is a requirement for its use in one or more approved project.
Individuals working on each project will only be permitted to access a HES data extract relating to that project. All data access is password controlled. The controls enable a single copy of the data to be held, reducing security risk associated with multiple copies being provided per project.
The information produced by the projects will be primarily for patients, their carers and the public, NHS providers, commissioners and other public-sector bodies, and will typically be published as public documents.
Expected output
The primary outputs under this Agreement will be the provision of bespoke extracts of HES data and (where authorised) civil registration data to internal CEU analysts for use in NHS Digital-approved purposes, each of which will result in secondary outputs of aggregated results.
The outputs of the secondary analyses, always in the form of aggregated data, will be published in various formats (summary tables, graphs) and will typically be put in the public domain. Only data that is aggregated with small numbers suppressed in line with the HES Analysis Guide will be included in any outputs.
Purpose 1:
The results produced by analyses of HES data will be published in various types of outputs produced by the clinical audit. These outputs will include Annual reports, as required by the audit commissioners (e.g., HQIP), information published on the relevant website for that audit (e.g. MyNHS), oral or poster presentations at national/international conferences on the conditions covered by the audits, and in peer-reviewed journal articles.
The results will typically be one of the following: (1) a description of trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated. (2) descriptions of trends over time and regional variation in the outcomes of care, or (3) evaluations of the performance of health care organisations by comparing their processes / outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
The most recent annual reports for the clinical audits (and their publication date) are as follows:
1. Gastrointestinal cancer (Bowel cancer): December 2020
2. Gastrointestinal cancer (Oesophago-gastric): December 2020
3. Prostate cancer: January 2021
4. National Vascular Registry: November 2020
5. Audit of Breast Cancer in Older Patients: August 2021
6. National Emergency Laparotomy Audit: November 2020
8. Crane: December 2020
Some examples of other outputs generated by the audits include:
Heikkilä K, Loftus IM, Waton S, Johal AS, Boyle JR, Cromwell DA. Association of neighbourhood deprivation with risks of major amputation and death following lower limb revascularisation. Atherosclerosis. 2020; 306: 11-14.
Johal AS, Loftus IM, Boyle JR, Heikkila K, Waton S, Cromwell DA. Long-term survival after endovascular and open repair of unruptured abdominal aortic aneurysm. Br J Surg. 2019; 106(13):1784-1793.
Purpose 2:
Outputs will be produced to support clinicians and managers in individual NHS organisations (e.g. NHS trusts) undertake quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities. Outputs will be produced to support the commissioning process, and national policy development. Statistics will be derived at national and regional level, and by healthcare providers. These statistics may be stratified by relevant patient subgroups. The publication of these statistics will comply with the HES Analysis Guide
These outputs will be included in reports to the commissioners of the work (e.g. NIHR), in information to be placed on pages of relevant websites, in oral or poster presentations at relevant national/international conferences, and in peer-reviewed journal articles.
As the RCS is an academic organisation, there is a requirement for the CEU to contribute/distribute findings in a way that conforms to standard academic communication methods, namely, academic journals / conference presentations. In addition, analysts working on specific projects may use the work as source material for a higher-research degree (MD/PhD). Academic publications are not a primary aim of the work but are an effective and established way of ensuring wider dissemination of findings to encourage learning and increase utilisation of the work's benefits.
The outputs expected for the current projects for Purpose 2 (Service Evaluation and Research) are publically available reports, conference papers, and submissions to relevant journals based on the health care topic being investigated. Submissions might be to a general medical journal for topics with a broad relevance to health care services (eg, BMJ, BMJ open), to a medical journal in a relevant medical discipline (eg, Age & Ageing, Archives of Disease in Childhood), or to a methodological journal (BMC health services research). It is not guaranteed that the preferred journal will accept submissions for publishing.
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames ‘Impact of multi-morbidity on patterns of care Project’ (Commissioned by NIHR).
This project has ended and there are no more planned outputs.
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research).
This project has ended and there are no more planned outputs. The major output was the overall project report: Geary RS, Gurol-Urganci I, Mamza JB, Lynch R, El-Hamamsy D, Wilson A, Cohn S, Tincello D, van der Meulen J. Variation in availability and use of surgical care for female urinary incontinence: a mixed-methods study. Southampton (UK): NIHR Journals Library; 2021).
Peer-review academic journal articles include: Mamza JB, Geary RS, El-Hamamsy D, Cromwell DA, et aI. Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study. BMJ Open. 2019; 9(8): e029878.
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
An article is in preparation on patterns of care delivered by English NHS maternity services compared to analyses of Hospital Episode Statistics. Published peer-review academic journal articles include:
El-Hamamsy D, Geary RS, Gurol-Urganci I, van der Meulen J, Tincello D. Uptake and outcomes of robotic gynaecological surgery in England (2006-2018): an account of Hospital Episodes Statistics (HES). J Robot Surg. 2021 (Epub ahead of print).
Knight HE, Oddie SJ, Harron KL, Aughey HK, van der Meulen JH, Gurol-Urganci I, Cromwell DA. Establishing a composite neonatal adverse outcome indicator using English hospital administrative data. Arch Dis Child Fetal Neonatal Ed. 2019 Sep;104(5):F502-F509. doi: 10.1136/archdischild-2018-315147. Epub 2018 Nov 28. PMID: 30487299; PMCID: PMC6703994.
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
Planned outputs will be ad hoc short-reports for the Royal College of Surgeons, as well as supporting methodological work describing / measuring the patterns of risk among surgical; patients that will be submitted for publication in peer-review academic journals. An example of output is:
Cowling TE, Cromwell DA, Bellot A, Sharples LD, van der Meulen J. Logistic regression and machine learning predicted patient mortality from large sets of diagnosis codes comparably. J Clin Epidemiol. 2021;133: 43-52.
All outputs will only contain aggregated data with small number suppression, as is in line with the HES analysis guide.
Benefits reported
Purpose 1:
In the last year, the national clinical audits produced “state of the nation” reports that provided comparative information on clinical practice and outcomes for benchmarking and recommendations on areas that of care that could be improved. Results were produced in 2020/21 (as planned) as follows:
1. Gastrointestinal cancer (Bowel Cancer): December 2020
2. Gastrointestinal cancer (Oesophago-gastric): December 2020
3. Prostate cancer: January 2021
4. National Vascular Registry: November 2020
5. Audit of Breast Cancer in Older Patients: August 2021
6. National Emergency Laparotomy Audit: November 2020
8. Crane: December 2020
The report recommendations highlighted specific areas in the care pathway for improvement, and where appropriate, letters were sent to medical directors requesting immediate action. The report findings were used by the CQC in their inspection visits and have been incorporated in the HQIPs National Clinical Audit Benchmarking initiative (https://ncab.hqip.org.uk/) in the cases of projects 1-4.
Benefits from each audit have also been produced for the patients and the public, through the production of tailored material such as patient reports and infographics that communicate key messages about performance within the NHS. In particular, the audits on bowel cancer, oesophago-gastric cancer and vascular surgery have published information on surgical outcomes by individual surgeon, which inform patients about the performance of their local services.
There have also been benefits for the medical community, patients, policy makers and stakeholders with the publication of papers in peer-review journals. Two examples below were generated by the National Vascular Registry:
Heikkila K, Loftus IM, Mitchell DC, Johal AS, Waton S, Cromwell DA. Population-based study of mortality ad major amputation following lower limb revascularization. Br J Surg. 2018 Apr 25. doi: 10.1002/bjs.10823.
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of Infrainguinal Limb Revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933. doi: 10.1161/CIRCULATIONAHA.117.029834.
These papers evaluated the outcomes after lower limb bypass since 2005, and clarified the risk of amputation that patient face. The work also demonstrated the improvement in outcomes for patients over the last 10 years.
Purpose 2:
Benefits from the projects related to our programme of service evaluation reflect the degree of maturity of the tasks being tackled. For project 10, presentation of the work on atrial fibrillation to stakeholders has supported work on improving the management of this condition locally. It has stimulated a focus on the wider problem of improving the management of multi-morbidity (i.e., patients with two or more chronic conditions).
There is an ongoing debate about the value of mesh to treat stress incontinence in women. The latest advice from NHS England has been for NHS hospitals to suspend the use of mesh for the treatment of urinary incontinence. Project 11 is directly contributing to the better understanding of this issue.
Within project 13, the initial work on maternity indicators provided women with unique information on the patterns of care delivered by NHS maternity units. The information was provided as a web-based resource and was visited 1000s of times. This work contributed to the commissioning of the National Maternity and Perinatal Audit, which has taken over this role of providing women with information on maternity care. Project 13 subsequently focused on delivering the same benefits for women having gynaecological treatments, from which, the reports have been published.
A key element of understanding the quality of surgery is to the ability to distinguish between patients for whom surgery is high or high risk. Within project 15, new methods of being able to measure the risk of mortality after surgery have been developed and this will help to improve the ability to assess the performance of hospitals.
DARS-NIC-15335-H0D1F-v5.4 10 February 2020 to 23 July 2021
- Title
- Bespoke Data Linkage - renewal
- Commercial
- No
- Sublicensing
- No
- Datasets
- 5
- Files released
- 10
Datasets: Civil Registrations of Death - Secondary Care Cut; HES:Civil Registration (Deaths) bridge; Hospital Episode Statistics Accident and Emergency (HES A and E); Hospital Episode Statistics Admitted Patient Care (HES APC); Hospital Episode Statistics Outpatients (HES OP)
What changed from DARS-NIC-15335-H0D1F-v4.2
Text removed is struck through; text added is underlined. Unchanged paragraphs are summarised rather than repeated.
| Field | Was | Became |
|---|---|---|
| Start date | 2020-02-10 | |
| Civil Registrations of Death - Secondary Care Cut: sensitivity | Sensitive | |
| Hospital Episode Statistics Admitted Patient Care (HES APC): legal basis | Health and Social Care Act 2012 – s261(2)(b)(ii); Health and Social Care Act 2012 – s261(7) |
Objective for processing
[2 paragraphs unchanged] The Royal College of Surgeons are processing the data in line with their charitable goals as part of their legitimate interests. This is covered under the General Data Protection Regulation Article 6(1)(f) - This work is necessary for the purposes of the legitimate interests pursued by the controller or by a third party except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child. As set out in the legitimate interest assessment that The Royal College of Surgeons have undertaken - the data requested is to help achieve the following: The Clinical Effectiveness Unit undertakes analysis of Hospital Episode Statistics (HES), a database of records on patient admissions to NHS hospitals, to fulfil a variety of purposes: • a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP). • to undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. The overarching aim of this work is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory. Processing includes: • Descriptive analysis of patterns and trends in hospital activity • Development of outcome measures • Comparison of outcomes and risks between cohorts of patients. The comparative information on clinical practice and outcomes that is produced by the CEU from HES supports health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care The data is required for research purposes - meeting the conditions outlined as per Article 9 (2)(J) of the GDPR. processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject. The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved. The data is also required for service evaluation purposes - meeting the conditions outlined as per Article 9 (2)(I) of the GDPR. Processing is necessary for reasons of public interest in the area of public health, such as protecting against serious cross-border threats to health or ensuring high standards of quality and safety of health care and of medicinal products or medical devices, on the basis of Union or Member State law which provides for suitable and specific measures to safeguard the rights and freedoms of the data subject, in particular professional secrecy. The Royal College of Surgeons are carrying out service evaluation work as described in this agreement to investigate how the quality of care can be improved. [71 paragraphs unchanged]
Expected output
[5 paragraphs unchanged]
The
next
annual reports for the clinical audits
are due to be
have been
published as follows:
1. Gastrointestinal cancer (Bowel cancer):
December 2018
9th January 2020
2. Gastrointestinal cancer (Oesophago-gastric):
September 2018
December 2019
3. Prostate cancer:
December 2018
9th January 2020
4. National Vascular Registry:
November
December
2018
[1 paragraph unchanged]
6. National Emergency Laparotomy Audit:
September 2018
December 2019
8. Crane: December
2018
2019
[14 paragraphs unchanged]
In relation to publications from the use of HES data, below are some links to PUBMED (a free full-text archive of biomedical and life sciences journal literature) that describes where the articles were published as well as an abstract.
**Establishing a composite neonatal adverse outcome indicator using English hospital administrative data.
https://www.ncbi.nlm.nih.gov/pubmed/30487299
**Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study.
https://www.ncbi.nlm.nih.gov/pubmed/31462480
**Long-term survival after endovascular and open repair of unruptured abdominal aortic aneurysm
https://www.ncbi.nlm.nih.gov/pubmed/31747067
[1 paragraph unchanged]
Expected measurable benefits
In general - the benefits from access to the HES and Mortality data from NHS Digital are as follows: - assess effective delivery of care, - support local service planning, - provide the basis for national indicators of clinical quality, - reveal health trends over time and - determine fair access to health care. More specifically in relation to the individual projects: [8 paragraphs unchanged]
Benefits reported
[1 paragraph unchanged]
In the last year, the national clinical audits produced “state of the
[12 words unchanged]
benchmarking and recommendations on areas that of care that could be improved.
The results of the most recent audit period for each of the national clinical audits
Results
were
published
produced
in
2017/18,
2017/18 (as planned)
as
planned:
follows:
[8 paragraphs unchanged]
The recent election purdah period affected the RCS's publication schedule; revised publication dates for 2019 annual reports were as follows:
1. Gastrointestinal cancer (Bowel cancer): 9 January 2020
2. Gastrointestinal cancer (Oesophago-gastric): December 2019
3. Prostate cancer: 9 January 2020.
4. National Vascular Registry: December 2018
5. Audit of Breast cancer in older patients: June 2019
6. National Emergency Laparotomy Audit: December 2019
8. Crane: December 2019
[15 paragraphs unchanged]
Unchanged: Processing activities.
Objective for processing
The Royal College of Surgeons of England (RCS) Clinical Effectiveness Unit (CEU) requires Hospital Episode Statistics (HES) and linked Civil Registration mortality data for use in numerous activities specified within this purpose statement.
Overall, these activities form a programme of Clinical Audit (Purpose 1) and Service Evaluation and Research (Purpose 2) into the hospital care received by adults and children in England. The overarching aim of this programme is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory (i.e. the course of a patient͛'s illness over time and the care received to manage that course).
The Royal College of Surgeons are processing the data in line with their charitable goals as part of their legitimate interests. This is covered under the General Data Protection Regulation Article 6(1)(f) - This work is necessary for the purposes of the legitimate interests pursued by the controller or by a third party except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child. As set out in the legitimate interest assessment that The Royal College of Surgeons have undertaken - the data requested is to help achieve the following:
The Clinical Effectiveness Unit undertakes analysis of Hospital Episode Statistics (HES), a database of records on patient admissions to NHS hospitals, to fulfil a variety of purposes:
• a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
• to undertake projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU.
The overarching aim of this work is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory.
Processing includes:
• Descriptive analysis of patterns and trends in hospital activity
• Development of outcome measures
• Comparison of outcomes and risks between cohorts of patients.
The comparative information on clinical practice and outcomes that is produced by the CEU from HES supports health care organisations to benchmark their services and identify ways to reduce inappropriate variation in practice and to improve the outcomes of care
The data is required for research purposes - meeting the conditions outlined as per Article 9 (2)(J) of the GDPR. processing is necessary for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) based on Union or Member State law which shall be proportionate to the aim pursued, respect the essence of the right to data protection and provide for suitable and specific measures to safeguard the fundamental rights and the interests of the data subject. The Royal College of Surgeons are carrying out research work as described in this agreement to investigate how the quality of care can be improved.
The data is also required for service evaluation purposes - meeting the conditions outlined as per Article 9 (2)(I) of the GDPR. Processing is necessary for reasons of public interest in the area of public health, such as protecting against serious cross-border threats to health or ensuring high standards of quality and safety of health care and of medicinal products or medical devices, on the basis of Union or Member State law which provides for suitable and specific measures to safeguard the rights and freedoms of the data subject, in particular professional secrecy. The Royal College of Surgeons are carrying out service evaluation work as described in this agreement to investigate how the quality of care can be improved.
The data will be stored on the RCS secure server, with access and analysis controlled by the CEU. The CEU will retain a single master copy of the data with access restricted to the two CEU data managers. Sub-teams from within the CEU will request bespoke extracts from the master copy strictly for use for one of the purposes described in this purpose statement. Requests must be approved by the Director of the CEU. Only requests for data extracts for use in activities described in this statement will be approved.
For approved requests, tailored bespoke extracts of data will be created by a CEU data manager and provided to the internal CEU team working on the specific activity for a specific purpose and within a specific project. The data may not be used for any purposes other than those approved by the Director of the CEU and once the approved use of the data is complete, the subsets of data will be destroyed. No individual-level HES or Civil Registration mortality data will be transferred outside of the CEU or shared with other organisations.
The CEU sub-teams may include individuals who are substantively employed by London School of Hygiene & Tropical Medicine, but hold honorary contracts with RCS. Data will only be accessed by individuals permanently employed by RCS or by individuals permanently employed by LSHTM who have honorary contracts of employment with RCS.
The two overarching purposes for which the data will be used are as follows:
Purpose 1: Clinical Audits commissioned by, or on behalf of, NHS England
The RCS delivers a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
In general, audit teams use prospectively collected data for analysis and the production of statistics, and the audit findings are published in annual reports and other publications. The audits may involve the analysis of pseudonymised audit data linked to HES and other datasets and these linked datasets are provided under separate approved Data Sharing Agreements.
Under separate Data Sharing Agreements, audit teams separately receive pseudonymised audit data linked to HES and other datasets for analysis and publication of statistics and findings in annual publications.
Audit teams require bespoke extracts of HES and/or linked HES and Civil Registration mortality data to undertake analyses that will augment their work using the linked audit datasets. These extracts will not be linked with any audit data
Audit teams will use standalone extracts of HES data for one or more of the following purposes only:
a) Deriving information on clinical practice patterns and patient outcomes for English NHS organisations, which may be at one point in time (cross-sectional) or for a sequence of time points (time-series). Patterns of care for one or more conditions / procedures may be compared
b) Determining case ascertainment of the clinical audits by using HES data to estimate the number of patients eligible for inclusion in the audit
c) Assessing the differences between data collected on patients in Hospital Episode Statistics and the national clinical audits in relation to important data items (e.g. coding of procedures, and reporting of outcomes). This will involve comparing aggregated statistics and no direct linkage between the HES and the linked audit dataset.
d) Assessing the differences between estimated survival on patients in Hospital Episode Statistics and the national clinical audits using the HES-linked Civil Registration mortality data. This will involve comparing aggregated statistics and no direct linkage between the HES/Civil Registration and the audit dataset.
The audit teams may use the HES data as a standalone source of national healthcare data to produce either aggregate information that complements information derived with data from the national clinical audits or to produce information requested by the steering committees of the audits but which cannot be produced from data available to the audit (such as changes in patterns of care over time that extends into time periods before the start of the audit). Civil Registration mortality data will be used for reporting survival statistics.
The information will be produced at an appropriate aggregate level to support quality assurance activities (such as benchmarking), and will be used to support quality improvement activities within hospitals, the commissioning process, and policy development. Statistics will be derived at national and regional level, and by healthcare providers. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
To achieve these purposes, audit teams must request from the CEU data manager specific filtered extracts of the HES data for patient groups of interest, defined in terms of groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event. Finally, to answer a specific question, the extracts may include patient groups that fall outside the eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one).
In relation to the selection of patient records from outpatient and A&E datasets, the limited amount of diagnostic / procedure information available on patient conditions means that patient records are typically flagged for extraction by either (1) first identifying patients within the inpatient dataset and then using their HESID to identify their records in the outpatient or A&E datasets and thereby construct their care trajectories, or using broad selection criteria such as main specialty (mainspef) and whether a patient is making their first or follow-up attendance (first attendance). The poor completeness of the diagnostic and procedure fields means it is not feasible to restrict the requested A&E and outpatient data to particular patient subsets.
The current national clinical audits that the Clinical Effectiveness Audits are commissioned to deliver are:
Project One - National Gastrointestinal Cancer (Oesophago-gastric and Bowel) Audit Programme
This project was previously commissioned as two separate projects: the national bowel cancer audit and the national Oesophago-gastric cancer audit. The project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with a diagnosis of cancer of the oesophagus, stomach, colon or rectum.
Project Three - National Prostate Cancer Audit
This project will use the following data: pseudonymised HES APC 2008/09-2017/18 and Civil Registration mortality data from 2008-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a prostate cancer diagnosis or 2) a prostatectomy operation or other prostate procedure, including brachytherapy, HIFU, cryotherapy.
Project Four - National Vascular Registry
This project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of stroke, aortic aneurysms, peripheral arterial disease or 2) a procedure of aortic repair, carotid endarterectomy, lower limb revascularisation or lower limb amputation.
Project Five - National Audit of Breast Cancer in Older People
This project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a breast cancer diagnosis or 2) a breast excision or reconstruction operation.
Project Six - National Emergency Laparotomy Audit
This project will use the following data: pseudonymised HES APC 2003/04-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: 1. all patients over 18 years and 2. who were admitted as an emergency and 3. who have one or more of the specified OPCS procedure codes in any of the operation fields.
Project Eight - the Cleft Registry and Audit Network (CRANE) project.
This project will use only the following data: identifiable HES APC (maternity data) 2003/04-2017/18. Civil Registration data will not be used for this project. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of cleft lip and or palate or 2) a cleft repair procedure.
Purpose 2: Service evaluation and research
The CEU undertakes projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. All such projects aim to provide information that will be used to improve health services and patient care. CEU does not undertake work using HES data commissioned by commercial organisations or for commercial purposes.
For these projects, data from HES may be used for the purposes of:
a) describing trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated;
b) describing trends over time and regional variation in the outcomes of care, and assessing whether differences observed among patient groups indicates problems of access or quality of care;
c) evaluating the performance of specific health care organisations by comparing their outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
To achieve the purposes, project teams may request specific filtered extracts of the HES data from a CEU data manager, for a patient group of interest, defined either by groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event.
The geographic scope of such projects is usually national and the subject can cover a wide variety of conditions or types of episodes. For this reason, the RCS CEU needs to hold national data that are not limited to specific conditions or minimised by data years.
Where appropriate approvals are in place, linked Civil Registration mortality data may be used for reporting survival after a hospital episode or because death is a competing risk for the studied outcome (e.g. a patient cannot be re-admitted if they have died). Use of Civil Registration mortality data is limited to the specified projects.
The information produced by the analysis of these HES data will be presented at an appropriate aggregate level to support quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities within hospitals, the commissioning process, and policy development. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide. The current service evaluation projects being conducted within the CEU are:
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames: Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This aims to investigate patient pathways that span sectors and organisations, with a focus on patients with multi-morbidity.
This project will use only the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18, HES A&E 2013/14-2017/18, and Civil Registration Data. The data will be filtered with the following inclusion criteria: 1. Adult patients who suffer from multi-morbidity (two or more chronic conditions among a pre-defined list of common diseases).
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research)
The aim of the project is to improve the delivery and organisation of surgical services for women with urinary incontinence in England. It will study the use of gynaecological services (especially surgical care) for women with urinary incontinence, and the patient outcomes.
This project will use the following data: pseudonymised HES APC 2007/08-2017/18 ; HES OP 2013/14-2017/18; HES A&E 2013/14-2017/18 and Civil Registration Data. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 13).
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
This aims to describe comparative patterns of maternity care and gynaecological services in English NHS trusts, identifying areas of variation in practice and where improvements in the delivery of care are required. The project is being run in two phases, focusing first on maternity care and then gynaecological care. This project includes the development and validation of performance indicators based on (1) reviews of the literature, (2) extensive consultations with groups of national clinical experts, and (3) the use of a validation framework to demonstrate that the performance indicators are fit-for-purpose. The indicators form the basis for national reports of obstetric care, gynaecological services for benign conditions, and gynaecological services for malignant conditions.
This project will use only the following data: HES APC (maternity data) 2007/08-2017/18, and Civil Registration data for this period also. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 11).
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
The RCS is called upon by the UK Government, NHS England and NHS regulators to advise on matters of concern related to surgical care, such as the recent case of substandard breast cancer surgery. The aim of this project is to assess whether Hospital Episode Statistics can be used to rapidly investigate the quality of care in response to an area of surgery or hospital being flagged as a concern. When such a situation arises, a key question is whether the patterns of care or outcomes for a hospital differ in a systematic way from other hospitals. In making this judgement, it is important to remove the effect of differences in the patients treated at the various hospitals. This will involve the development of appropriate statistical models, which can be a timely process, and whether the modelling process can be streamlined will be investigated during this project. The project will use the following data: HES APC 2003/04-2017/18 and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect surgical areas of concern.
GENERAL OPERATION OF PURPOSE 1 AND 2
The CEU will begin one or two projects per year, and have up to 10 projects running concurrently. Each project typically requires an annual refresh of its HES extract. Projects usually have a lead-time of 3-6 months before commencing, during which time RCS will apply to NHS Digital (and Civil Registration Data as required) for approval to reuse the data already held for the purpose of the new project(s). The data will not be used for any project that has not been specifically approved by NHS Digital (and Civil Registration Data as required). The timeframes for delivery will depend on the length of the project. The time between deliverables typically ranges from between 3 and 12 months.
For both purposes and all projects described, the data will be stored and processed exclusively within the CEU and no data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
The CEU have reviewed whether the amount of HES data held at the CEU can be reduced. The broad programme of work followed by the CEU means there is limited opportunity for further data minimisation. The projects require the CEU to hold full-years of HES inpatient data that extend over a period of 15 years. The addition of the most recent year of data means that the CEU will destroy HES inpatient / Civil Registration mortality data from 2002/03. The various reasons for requiring this period of time are as follows:
First, the programme of clinical audit and service evaluation undertaken within the CEU examines the hospital care received by adults and children within all of England. Projects are never restricted to a smaller geographical area. Moreover, an important aspect of many studies is to examine how patterns of service delivery change over extended periods of time (for example, to understand the impact of the centralisation of surgical services).
Second, CEU projects (1) investigate differences in the care trajectory of patients as they move across NHS providers over time, and (2) assess the degree to which care varies across providers and geographical regions (NB: in some projects, Civil Registration data plays a key role in doing this accurately - the HES data will describe the trajectory of care, while Civil Registration date of death is required to determine that the trajectory has ended). For example, in the project examining patterns of cardiac surgery, many patients first present with symptoms to a district hospital before being transferred to a specialist cardiac centre. More generally, an outcome indicator used in various projects relates to unplanned readmission after surgery (e.g. within 30-days, 1-year). These readmissions can occur in any NHS hospital and may not be within the one to which the patient was first admitted.
Third, while an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis
(peripheral artery disease) will lie within specified timeframe, it is typically necessary to examine the previous admissions of these patients for various reasons:
i. outcomes of care are linked to the general health of the patient as well as the condition under examination.
Consequently, it is necessary to use data extracts from previous years to derive the number and type of chronic conditions that a patient may be suffering because these may not be entered in the secondary diagnosis fields of the index admission. Moreover, for some conditions (like myocardial infarction), it is necessary to rely on historical records because it is not clear from the index record if the condition occurred in the past or is one of the reasons for the index admission.
ii. when analysing the patterns of care and outcomes among a particular group of patients, it is necessary to define an index event (such as the date of cancer diagnosis) from which the patient becomes eligible to be included in the study. For many conditions, the only way to do this is to look at previous years of HES data to ensure a person has not experienced that event before. For example, a practical way defining the index lower limb bypass operation for patients with peripheral artery disease is by ensuring the person has not had this procedure in the previous 5 years.
iii. This look-back technique is also necessary in studies to determine values that are missing or not collected within HES fields. For example, in studies of maternity care, it is important to know the number of previous deliveries (parity) and whether or not any previous baby was delivered by caesarean section. Although hospitals can record the number of previous deliveries in the maternity tail, it is missing or inaccurate in a sizeable number of cases. Because women’s childbearing years extend from teenage to middle-age, an evaluation of the accuracy of different look-back periods suggests a look-back period of at least 7 years is the minimum required to produce reliable estimates of parity.
Fourth, projects can focus on events that occur many years after the index admission or surgical procedure (.i.e, the first instance of care given to a patient). For example, a study that described the outcomes among women who had mastectomy for breast cancer looked at admissions up to four years after the mastectomy in order to capture all cases of breast reconstruction among this cohort of women. Other examples of long-term outcomes are: (a) the proportion of patients having lower limb amputation after a lower limb artery bypass procedure for people suffering from peripheral artery disease, (b) the proportion of women who have hysterectomy after the less invasive endometrial ablation for women suffering from uterine fibroids, or (c) the proportion of patients receiving treatment for cancer progression or recurrence.
Finally, to answer a specific question, the data extract used by a project may need to include patient groups that fall outside the primary eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one, or newborn babies who are born with an oral cleft but did not undergo major cleft lip and palate repair).
A recent example of a CEU output that illustrates these points is: Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of infrainguinal limb revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933.
While the size of the extracts used by each project is minimised, having a single large dataset based on complete HES years does not expand the total number of patients on which data are held compared to the total number of records within the individual extracts required by the various projects. In addition, this approach reduces the risk of disclosure, increases the efficiency of extract production for the CEU and NHS Digital by reducing the number of extract requests, minimises the risk of project non-delivery given the frequency of extract generation and the limited time from extract creation to reporting.
Only the two CEU data managers have access to the complete HES database. The data managers produce an extract meeting the eligibility criteria specific to each individual project and then save it into a project-specific folder. The access to each project folder is restricted by the server administrator (CEU data managers) so that the extracts can only be accessed by staff working on the project.
The data will only be used for the purposes described above and for projects that have been individually approved by NHS Digital (and Civil Registration Data as required). Data will only be retained if there is a requirement for its use in one or more approved project.
Individuals working on each project will only be permitted to access a HES data extract relating to that project. All data access is password controlled. The controls enable a single copy of the data to be held, reducing security risk associated with multiple copies being provided per project.
The information produced by the projects will be primarily for patients, their carers and the public, NHS providers, commissioners and other public-sector bodies, and will typically be published as public documents.
Expected output
The primary outputs under this Agreement will be the provision of bespoke extracts of HES data and (where authorised) civil registration data to internal CEU analysts for use in NHS Digital-approved purposes, each of which will result in secondary outputs of aggregated results.
The outputs of the secondary analyses, always in the form of aggregated data, will be published in various formats (summary tables, graphs) and will typically be put in the public domain. Only data that is aggregated with small numbers suppressed in line with the HES Analysis Guide will be included in any outputs.
Purpose 1:
The results produced by analyses of HES data will be published in various types of outputs produced by the clinical audit. These outputs will include Annual reports, as required by the audit commissioners (e.g., HQIP), information published on the relevant website for that audit (e.g. MyNHS), oral or poster presentations at national/international conferences on the conditions covered by the audits, and in peer-reviewed journal articles.
The results will typically be one of the following: (1) a description of trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated. (2) descriptions of trends over time and regional variation in the outcomes of care, or (3) evaluations of the performance of health care organisations by comparing their processes / outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
The annual reports for the clinical audits have been published as follows:
1. Gastrointestinal cancer (Bowel cancer): 9th January 2020
2. Gastrointestinal cancer (Oesophago-gastric): December 2019
3. Prostate cancer: 9th January 2020
4. National Vascular Registry: December 2018
5. Audit of Breast cancer in older patients: June 2019
6. National Emergency Laparotomy Audit: December 2019
8. Crane: December 2019
Purpose 2:
Outputs will be produced to support clinicians and managers in individual NHS organisations (e.g. NHS trusts) undertake quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities. Outputs will be produced to support the commissioning process, and national policy development. Statistics will be derived at national and regional level, and by healthcare providers. These statistics may be stratified by relevant patient subgroups. The publication of these statistics will comply with the HES Analysis Guide
These outputs will be included in reports to the commissioners of the work (e.g. NIHR), in information to be placed on pages of relevant websites, in oral or poster presentations at relevant national/international conferences, and in peer-reviewed journal articles.
As the RCS is an academic organisation, there is a requirement for the CEU to contribute/distribute findings in a way that conforms to standard academic communication methods, namely, academic journals / conference presentations. In addition, analysts working on specific projects may use the work as source material for a higher-research degree (MD/PhD). Academic publications are not a primary aim of the work but are an effective and established way of ensuring wider dissemination of findings to encourage learning and increase utilisation of the work's benefits.
Some examples of previous outputs are given below:
Fitzsimons KJ, Copley LP, van der Meulen JH, Panagamuwa C, Deacon SA. Grommet Surgery in Children With Orofacial Clefts in England. Cleft Palate Craniofac J. 2017 Jan;54(1):80-89.
Mennie JC, Mohanna PN, O'Donoghue JM, Rainsbury R, Cromwell DA. National trends in immediate and delayed post-mastectomy reconstruction procedures in England: A seven-year population-based cohort study.Eur J Surg Oncol. 2017; 43(1):52-61. doi: 10.1016/j.ejso.2016.09.019.
The outputs expected for the current projects for Purpose 2 (Service Evaluation and Research) are publically available reports, conference papers, and submissions to relevant journals based on the health care topic being investigated. Submissions might be to a general medical journal for topics with a broad relevance to health care services (eg, BMJ, BMJ open), to a medical journal in a relevant medical discipline (eg, Age & Ageing, Archives of Disease in Childhood), or to a methodological journal (BMC health services research). It is not guaranteed that the preferred journal will accept submissions for publishing.
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames ‘Impact of multi-morbidity on patterns of care Project’ (Commissioned by NIHR). Planned outputs will be one peer-review academic journal article submitted in Summer 2019, and one conference presentation.
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research). The principal outputs for 2018/19 will be the final project report sent to NIHR at the end of the project. Other outputs will be the submission of two peer-review academic journal articles, and one conference presentation.
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
Planned outputs for 2018/19 will be a report on patterns of gynaecological care in England will be published on the RCOG website in 2018. Other planned outputs are the submission of two peer-review academic journal articles, and two conference presentations.
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
Planned outputs for 2018/19 will be two short-reports for the Royal College of Surgeons. One peer-review academic article will be submitted.
In relation to publications from the use of HES data, below are some links to PUBMED (a free full-text archive of biomedical and life sciences journal literature) that describes where the articles were published as well as an abstract.
**Establishing a composite neonatal adverse outcome indicator using English hospital administrative data.
https://www.ncbi.nlm.nih.gov/pubmed/30487299
**Geographical variation in rates of surgical treatment for female stress urinary incontinence in England: a national cohort study.
https://www.ncbi.nlm.nih.gov/pubmed/31462480
**Long-term survival after endovascular and open repair of unruptured abdominal aortic aneurysm
https://www.ncbi.nlm.nih.gov/pubmed/31747067
All outputs will only contain aggregated data with small number suppression, as is in line with the HES analysis guide.
Benefits reported
Purpose 1:
In the last year, the national clinical audits produced “state of the nation” reports that provided comparative information on clinical practice and outcomes for benchmarking and recommendations on areas that of care that could be improved. Results were produced in 2017/18 (as planned) as follows:
1. Bowel Cancer – in December 2017
2. OG Cancer - December 2017
3. Prostate Cancer – in December 2017
4. NVR in November 2017
5. Breast cancer in July 2017
6. NELA in October 2017
8. Crane December 2017 [Summary of OGC impact]
The report recommendations highlighted specific areas in the care pathway for improvement, and where appropriate, letters were sent to medical directors requesting immediate action. The report findings were used by the CQC in their inspection visits and have been incorporated in the HQIPs National Clinical Audit Benchmarking initiative (https://ncab.hqip.org.uk/) in the cases of projects 1-4.
The recent election purdah period affected the RCS's publication schedule; revised publication dates for 2019 annual reports were as follows:
1. Gastrointestinal cancer (Bowel cancer): 9 January 2020
2. Gastrointestinal cancer (Oesophago-gastric): December 2019
3. Prostate cancer: 9 January 2020.
4. National Vascular Registry: December 2018
5. Audit of Breast cancer in older patients: June 2019
6. National Emergency Laparotomy Audit: December 2019
8. Crane: December 2019
Benefits from each audit have also been produced for the patients and the public, through the production of tailored material such as patient reports and infographics that communicate key messages about performance within the NHS. In particular, the audits on bowel cancer, oesophago-gastric cancer and vascular surgery have also published information on surgical outcomes by individual surgeon on the NHS Choices / MyNHS websites, which inform patients about the performance of their local services.
There have also been benefits for the medical community, patients, policy makers and stakeholders with the publication of papers in peer-review journals. Two examples below were generated by the National Vascular Registry:
Heikkila K, Loftus IM, Mitchell DC, Johal AS, Waton S, Cromwell DA. Population-based study of mortality ad major amputation following lower limb revascularization. Br J Surg. 2018 Apr 25. doi: 10.1002/bjs.10823.
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of Infrainguinal Limb Revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933. doi: 10.1161/CIRCULATIONAHA.117.029834.
These papers evaluated the outcomes after lower limb bypass since 2005, and clarified the risk of amputation that patient face. The work also demonstrated the improvement in outcomes for patients over the last 10 years.
Purpose 2:
Benefits from the projects related to our programme of service evaluation reflect the degree of maturity of the tasks being tackled. For project 10, presentation of the work on atrial fibrillation to stakeholders has supported work on improving the management of this condition locally. It has stimulated a focus on the wider problem of improving the management of multi-morbidity (ie, patients with two or more chronic conditions).
There is an ongoing debate about the value of mesh to treat stress incontinence in women. The latest advice from NHS England has been for NHS hospitals to suspend the use of mesh for the treatment of urinary incontinence. Project 11 is directly contributing to the better understanding of this issue. Preliminary results have identified geographical variation in surgery for female stress urinary incontinence in England. A paper on the outcomes after surgery involving mesh is under-review.
Within project 13, the initial work on maternity indicators provided women with unique information on the patterns of care delivered by NHS maternity units. The information was provided as a web-based resource and was visited 1000s of times. This work contributed to the commissioning of the National Maternity and Perinatal Audit, which has taken over this role of providing women with information on maternity care. Project 13 subsequently focused on delivering the same benefits for women having gynaecological treatments and will be publishing its first report later in 2018.
Project 12 - Outcomes of delivery among preterm babies, including surgical care during infancy (Investigator-led, Wellcome Postdoctoral Fellowship). This project has not finished and the following was noted:
The benefits of this project relate to the clearer advice available to hospital maternity staff on the management of late preterm babies. In particular, that maternity unit discharge policies for term babies may not be appropriate for those born a few weeks too early, and that increased in-hospital support may prevent avoidable readmissions for late preterm babies. Before this project, little was known about the whether the length of stay in hospital after birth is related to the subsequent risk of an unplanned readmission within 30 days for preterm babies. This analysis of HES data found that a longer length of stay (LOS) was associated with a reduced risk of readmission for late preterm (34–36 weeks’ gestation) , normal births. A peer-reviewed article describing this work was published in the journal Paediatric & Perinatal Epidemiology.
Project 14 - Patterns and outcomes of thoracic surgery (Commissioned by the Society for Cardiothoracic Surgery). This project has now finished and the following was noted:
The national clinical audits of cardiac surgery and thoracic surgery only provide information on clinical practice and patient outcomes for the hospital admission during which surgery is performed. This project explored the potential of using Hospital Episode Statistics (HES) data to expand the information available to patients and staff about adult cardiac and thoracic surgery in English NHS trusts.
Benefits from the project stem from the results demonstrating additional information on clinical practice and outcomes can be generated from HES. Of particular value would be 30-day unplanned readmission rates, and rates of repeat surgery within one year of the initial procedure. Producing this type of information for all English cardiothoracic units would help the units with benchmarking and quality improvement, and inform patients about what outcomes to expect.
A report describing these results was produced for the Society for Cardiothoracic Surgery, and informed discussions about the development of the national clinical audits involving these procedures.
DARS-NIC-15335-H0D1F-v4.2 24 July 2018 to 23 July 2021
- Title
- Bespoke Data Linkage - renewal
- Commercial
- No
- Sublicensing
- No
- Datasets
- 5
- Files released
- 5
Datasets: Civil Registrations of Death - Secondary Care Cut; HES:Civil Registration (Deaths) bridge; Hospital Episode Statistics Accident and Emergency (HES A and E); Hospital Episode Statistics Admitted Patient Care (HES APC); Hospital Episode Statistics Outpatients (HES OP)
Objective for processing
The Royal College of Surgeons of England (RCS) Clinical Effectiveness Unit (CEU) requires Hospital Episode Statistics (HES) and linked Civil Registration mortality data for use in numerous activities specified within this purpose statement.
Overall, these activities form a programme of Clinical Audit (Purpose 1) and Service Evaluation and Research (Purpose 2) into the hospital care received by adults and children in England. The overarching aim of this programme is to investigate differences in the pathways of care across NHS providers, English regions and over time, and produce results that help health services improve the outcomes of care for patients, both in terms of individual episodes of care and in terms of the care trajectory (i.e. the course of a patient͛’s illness over time and the care received to manage that course).
The data will be stored on the RCS secure server, with access and analysis controlled by the CEU. The CEU will retain a single master copy of the data with access restricted to the two CEU data managers. Sub-teams from within the CEU will request bespoke extracts from the master copy strictly for use for one of the purposes described in this purpose statement. Requests must be approved by the Director of the CEU. Only requests for data extracts for use in activities described in this statement will be approved.
For approved requests, tailored bespoke extracts of data will be created by a CEU data manager and provided to the internal CEU team working on the specific activity for a specific purpose and within a specific project. The data may not be used for any purposes other than those approved by the Director of the CEU and once the approved use of the data is complete, the subsets of data will be destroyed. No individual-level HES or Civil Registration mortality data will be transferred outside of the CEU or shared with other organisations.
The CEU sub-teams may include individuals who are substantively employed by London School of Hygiene & Tropical Medicine, but hold honorary contracts with RCS. Data will only be accessed by individuals permanently employed by RCS or by individuals permanently employed by LSHTM who have honorary contracts of employment with RCS.
The two overarching purposes for which the data will be used are as follows:
Purpose 1: Clinical Audits commissioned by, or on behalf of, NHS England
The RCS delivers a programme of national clinical audits and service evaluations examining the quality of care delivered by the English NHS. This work is commissioned directly by NHS England or indirectly via the Healthcare Quality Improvement Programme (HQIP).
In general, audit teams use prospectively collected data for analysis and the production of statistics, and the audit findings are published in annual reports and other publications. The audits may involve the analysis of pseudonymised audit data linked to HES and other datasets and these linked datasets are provided under separate approved Data Sharing Agreements.
Under separate Data Sharing Agreements, audit teams separately receive pseudonymised audit data linked to HES and other datasets for analysis and publication of statistics and findings in annual publications.
Audit teams require bespoke extracts of HES and/or linked HES and Civil Registration mortality data to undertake analyses that will augment their work using the linked audit datasets. These extracts will not be linked with any audit data
Audit teams will use standalone extracts of HES data for one or more of the following purposes only:
a) Deriving information on clinical practice patterns and patient outcomes for English NHS organisations, which may be at one point in time (cross-sectional) or for a sequence of time points (time-series). Patterns of care for one or more conditions / procedures may be compared
b) Determining case ascertainment of the clinical audits by using HES data to estimate the number of patients eligible for inclusion in the audit
c) Assessing the differences between data collected on patients in Hospital Episode Statistics and the national clinical audits in relation to important data items (e.g. coding of procedures, and reporting of outcomes). This will involve comparing aggregated statistics and no direct linkage between the HES and the linked audit dataset.
d) Assessing the differences between estimated survival on patients in Hospital Episode Statistics and the national clinical audits using the HES-linked Civil Registration mortality data. This will involve comparing aggregated statistics and no direct linkage between the HES/Civil Registration and the audit dataset.
The audit teams may use the HES data as a standalone source of national healthcare data to produce either aggregate information that complements information derived with data from the national clinical audits or to produce information requested by the steering committees of the audits but which cannot be produced from data available to the audit (such as changes in patterns of care over time that extends into time periods before the start of the audit). Civil Registration mortality data will be used for reporting survival statistics.
The information will be produced at an appropriate aggregate level to support quality assurance activities (such as benchmarking), and will be used to support quality improvement activities within hospitals, the commissioning process, and policy development. Statistics will be derived at national and regional level, and by healthcare providers. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
To achieve these purposes, audit teams must request from the CEU data manager specific filtered extracts of the HES data for patient groups of interest, defined in terms of groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event. Finally, to answer a specific question, the extracts may include patient groups that fall outside the eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one).
In relation to the selection of patient records from outpatient and A&E datasets, the limited amount of diagnostic / procedure information available on patient conditions means that patient records are typically flagged for extraction by either (1) first identifying patients within the inpatient dataset and then using their HESID to identify their records in the outpatient or A&E datasets and thereby construct their care trajectories, or using broad selection criteria such as main specialty (mainspef) and whether a patient is making their first or follow-up attendance (first attendance). The poor completeness of the diagnostic and procedure fields means it is not feasible to restrict the requested A&E and outpatient data to particular patient subsets.
The current national clinical audits that the Clinical Effectiveness Audits are commissioned to deliver are:
Project One - National Gastrointestinal Cancer (Oesophago-gastric and Bowel) Audit Programme
This project was previously commissioned as two separate projects: the national bowel cancer audit and the national Oesophago-gastric cancer audit. The project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with a diagnosis of cancer of the oesophagus, stomach, colon or rectum.
Project Three - National Prostate Cancer Audit
This project will use the following data: pseudonymised HES APC 2008/09-2017/18 and Civil Registration mortality data from 2008-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a prostate cancer diagnosis or 2) a prostatectomy operation or other prostate procedure, including brachytherapy, HIFU, cryotherapy.
Project Four - National Vascular Registry
This project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of stroke, aortic aneurysms, peripheral arterial disease or 2) a procedure of aortic repair, carotid endarterectomy, lower limb revascularisation or lower limb amputation.
Project Five - National Audit of Breast Cancer in Older People
This project will use the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: Patients with 1) a breast cancer diagnosis or 2) a breast excision or reconstruction operation.
Project Six - National Emergency Laparotomy Audit
This project will use the following data: pseudonymised HES APC 2003/04-2017/18 and Civil Registration mortality data from 2003-2018. The data will be filtered with the following inclusion criteria: 1. all patients over 18 years and 2. who were admitted as an emergency and 3. who have one or more of the specified OPCS procedure codes in any of the operation fields.
Project Eight - the Cleft Registry and Audit Network (CRANE) project.
This project will use only the following data: identifiable HES APC (maternity data) 2003/04-2017/18. Civil Registration data will not be used for this project. The data will be filtered with the following inclusion criteria: Patients with 1) a diagnosis of cleft lip and or palate or 2) a cleft repair procedure.
Purpose 2: Service evaluation and research
The CEU undertakes projects that are either commissioned by the Department of Health, research-funding body (e.g. NIHR), public bodies or charities (medical associations) or investigator-led from within the CEU. All such projects aim to provide information that will be used to improve health services and patient care. CEU does not undertake work using HES data commissioned by commercial organisations or for commercial purposes.
For these projects, data from HES may be used for the purposes of:
a) describing trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated;
b) describing trends over time and regional variation in the outcomes of care, and assessing whether differences observed among patient groups indicates problems of access or quality of care;
c) evaluating the performance of specific health care organisations by comparing their outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
To achieve the purposes, project teams may request specific filtered extracts of the HES data from a CEU data manager, for a patient group of interest, defined either by groups of diagnoses and/or procedures. For example, an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis (peripheral arterial disease) within a specified timeframe. The extracts may also include all admissions for these patients, either to calculate comorbidity scores (from past admissions) or examine future use of health care after an index event.
The geographic scope of such projects is usually national and the subject can cover a wide variety of conditions or types of episodes. For this reason, the RCS CEU needs to hold national data that are not limited to specific conditions or minimised by data years.
Where appropriate approvals are in place, linked Civil Registration mortality data may be used for reporting survival after a hospital episode or because death is a competing risk for the studied outcome (e.g. a patient cannot be re-admitted if they have died). Use of Civil Registration mortality data is limited to the specified projects.
The information produced by the analysis of these HES data will be presented at an appropriate aggregate level to support quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities within hospitals, the commissioning process, and policy development. No data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide. The current service evaluation projects being conducted within the CEU are:
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames: Impact of multi-morbidity on patterns of care Project (Commissioned by NIHR). This aims to investigate patient pathways that span sectors and organisations, with a focus on patients with multi-morbidity.
This project will use only the following data: pseudonymised HES APC 2003/04-2017/18, HES OP 2013/14-2017/18, HES A&E 2013/14-2017/18, and Civil Registration Data. The data will be filtered with the following inclusion criteria: 1. Adult patients who suffer from multi-morbidity (two or more chronic conditions among a pre-defined list of common diseases).
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research)
The aim of the project is to improve the delivery and organisation of surgical services for women with urinary incontinence in England. It will study the use of gynaecological services (especially surgical care) for women with urinary incontinence, and the patient outcomes.
This project will use the following data: pseudonymised HES APC 2007/08-2017/18 ; HES OP 2013/14-2017/18; HES A&E 2013/14-2017/18 and Civil Registration Data. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 13).
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
This aims to describe comparative patterns of maternity care and gynaecological services in English NHS trusts, identifying areas of variation in practice and where improvements in the delivery of care are required. The project is being run in two phases, focusing first on maternity care and then gynaecological care. This project includes the development and validation of performance indicators based on (1) reviews of the literature, (2) extensive consultations with groups of national clinical experts, and (3) the use of a validation framework to demonstrate that the performance indicators are fit-for-purpose. The indicators form the basis for national reports of obstetric care, gynaecological services for benign conditions, and gynaecological services for malignant conditions.
This project will use only the following data: HES APC (maternity data) 2007/08-2017/18, and Civil Registration data for this period also. The data will be filtered with the following inclusion criteria: Female patients aged >11 with 1) a diagnosis relating to obstetric care or a benign gynaecological condition. Also patients with a gynaecological cancer diagnosis for exclusion purposes or 2) procedures relating to bladder, vagina, uterus. (NB: Same extract as for project 11).
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
The RCS is called upon by the UK Government, NHS England and NHS regulators to advise on matters of concern related to surgical care, such as the recent case of substandard breast cancer surgery. The aim of this project is to assess whether Hospital Episode Statistics can be used to rapidly investigate the quality of care in response to an area of surgery or hospital being flagged as a concern. When such a situation arises, a key question is whether the patterns of care or outcomes for a hospital differ in a systematic way from other hospitals. In making this judgement, it is important to remove the effect of differences in the patients treated at the various hospitals. This will involve the development of appropriate statistical models, which can be a timely process, and whether the modelling process can be streamlined will be investigated during this project. The project will use the following data: HES APC 2003/04-2017/18 and Civil Registration data also covering this period. The data will be filtered using inclusion criteria that reflect surgical areas of concern.
GENERAL OPERATION OF PURPOSE 1 AND 2
The CEU will begin one or two projects per year, and have up to 10 projects running concurrently. Each project typically requires an annual refresh of its HES extract. Projects usually have a lead-time of 3-6 months before commencing, during which time RCS will apply to NHS Digital (and Civil Registration Data as required) for approval to reuse the data already held for the purpose of the new project(s). The data will not be used for any project that has not been specifically approved by NHS Digital (and Civil Registration Data as required). The timeframes for delivery will depend on the length of the project. The time between deliverables typically ranges from between 3 and 12 months.
For both purposes and all projects described, the data will be stored and processed exclusively within the CEU and no data will be shared with third parties except in the form of aggregated outputs with small numbers suppressed in line with the HES Analysis Guide.
The CEU have reviewed whether the amount of HES data held at the CEU can be reduced. The broad programme of work followed by the CEU means there is limited opportunity for further data minimisation. The projects require the CEU to hold full-years of HES inpatient data that extend over a period of 15 years. The addition of the most recent year of data means that the CEU will destroy HES inpatient / Civil Registration mortality data from 2002/03. The various reasons for requiring this period of time are as follows:
First, the programme of clinical audit and service evaluation undertaken within the CEU examines the hospital care received by adults and children within all of England. Projects are never restricted to a smaller geographical area. Moreover, an important aspect of many studies is to examine how patterns of service delivery change over extended periods of time (for example, to understand the impact of the centralisation of surgical services).
Second, CEU projects (1) investigate differences in the care trajectory of patients as they move across NHS providers over time, and (2) assess the degree to which care varies across providers and geographical regions (NB: in some projects, Civil Registration data plays a key role in doing this accurately - the HES data will describe the trajectory of care, while Civil Registration date of death is required to determine that the trajectory has ended). For example, in the project examining patterns of cardiac surgery, many patients first present with symptoms to a district hospital before being transferred to a specialist cardiac centre. More generally, an outcome indicator used in various projects relates to unplanned readmission after surgery (e.g. within 30-days, 1-year). These readmissions can occur in any NHS hospital and may not be within the one to which the patient was first admitted.
Third, while an extract of all episodes relating to a specific surgical procedure (lower-limb amputation) or diagnosis
(peripheral artery disease) will lie within specified timeframe, it is typically necessary to examine the previous admissions of these patients for various reasons:
i. outcomes of care are linked to the general health of the patient as well as the condition under examination.
Consequently, it is necessary to use data extracts from previous years to derive the number and type of chronic conditions that a patient may be suffering because these may not be entered in the secondary diagnosis fields of the index admission. Moreover, for some conditions (like myocardial infarction), it is necessary to rely on historical records because it is not clear from the index record if the condition occurred in the past or is one of the reasons for the index admission.
ii. when analysing the patterns of care and outcomes among a particular group of patients, it is necessary to define an index event (such as the date of cancer diagnosis) from which the patient becomes eligible to be included in the study. For many conditions, the only way to do this is to look at previous years of HES data to ensure a person has not experienced that event before. For example, a practical way defining the index lower limb bypass operation for patients with peripheral artery disease is by ensuring the person has not had this procedure in the previous 5 years.
iii. This look-back technique is also necessary in studies to determine values that are missing or not collected within HES fields. For example, in studies of maternity care, it is important to know the number of previous deliveries (parity) and whether or not any previous baby was delivered by caesarean section. Although hospitals can record the number of previous deliveries in the maternity tail, it is missing or inaccurate in a sizeable number of cases. Because women’s childbearing years extend from teenage to middle-age, an evaluation of the accuracy of different look-back periods suggests a look-back period of at least 7 years is the minimum required to produce reliable estimates of parity.
Fourth, projects can focus on events that occur many years after the index admission or surgical procedure (.i.e, the first instance of care given to a patient). For example, a study that described the outcomes among women who had mastectomy for breast cancer looked at admissions up to four years after the mastectomy in order to capture all cases of breast reconstruction among this cohort of women. Other examples of long-term outcomes are: (a) the proportion of patients having lower limb amputation after a lower limb artery bypass procedure for people suffering from peripheral artery disease, (b) the proportion of women who have hysterectomy after the less invasive endometrial ablation for women suffering from uterine fibroids, or (c) the proportion of patients receiving treatment for cancer progression or recurrence.
Finally, to answer a specific question, the data extract used by a project may need to include patient groups that fall outside the primary eligibility criteria of an audit, either to provide a comparative control group or to understand why patients are not being entered into the audit (e.g. stroke patients who would be eligible for a carotid endarterectomy but did not receive one, or newborn babies who are born with an oral cleft but did not undergo major cleft lip and palate repair).
A recent example of a CEU output that illustrates these points is: Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of infrainguinal limb revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933.
While the size of the extracts used by each project is minimised, having a single large dataset based on complete HES years does not expand the total number of patients on which data are held compared to the total number of records within the individual extracts required by the various projects. In addition, this approach reduces the risk of disclosure, increases the efficiency of extract production for the CEU and NHS Digital by reducing the number of extract requests, minimises the risk of project non-delivery given the frequency of extract generation and the limited time from extract creation to reporting.
Only the two CEU data managers have access to the complete HES database. The data managers produce an extract meeting the eligibility criteria specific to each individual project and then save it into a project-specific folder. The access to each project folder is restricted by the server administrator (CEU data managers) so that the extracts can only be accessed by staff working on the project.
The data will only be used for the purposes described above and for projects that have been individually approved by NHS Digital (and Civil Registration Data as required). Data will only be retained if there is a requirement for its use in one or more approved project.
Individuals working on each project will only be permitted to access a HES data extract relating to that project. All data access is password controlled. The controls enable a single copy of the data to be held, reducing security risk associated with multiple copies being provided per project.
The information produced by the projects will be primarily for patients, their carers and the public, NHS providers, commissioners and other public-sector bodies, and will typically be published as public documents.
Expected output
The primary outputs under this Agreement will be the provision of bespoke extracts of HES data and (where authorised) civil registration data to internal CEU analysts for use in NHS Digital-approved purposes, each of which will result in secondary outputs of aggregated results.
The outputs of the secondary analyses, always in the form of aggregated data, will be published in various formats (summary tables, graphs) and will typically be put in the public domain. Only data that is aggregated with small numbers suppressed in line with the HES Analysis Guide will be included in any outputs.
Purpose 1:
The results produced by analyses of HES data will be published in various types of outputs produced by the clinical audit. These outputs will include Annual reports, as required by the audit commissioners (e.g., HQIP), information published on the relevant website for that audit (e.g. MyNHS), oral or poster presentations at national/international conferences on the conditions covered by the audits, and in peer-reviewed journal articles.
The results will typically be one of the following: (1) a description of trends over time and regional variation in the number of patients treated in the English NHS, and the characteristics of patients being treated. (2) descriptions of trends over time and regional variation in the outcomes of care, or (3) evaluations of the performance of health care organisations by comparing their processes / outcomes of care after adjusting for the potential confounding effect of patient characteristics and treatment patterns.
The next annual reports for the clinical audits are due to be published as follows:
1. Gastrointestinal cancer (Bowel cancer): December 2018
2. Gastrointestinal cancer (Oesophago-gastric): September 2018
3. Prostate cancer: December 2018
4. National Vascular Registry: November 2018
5. Audit of Breast cancer in older patients: June 2019
6. National Emergency Laparotomy Audit: September 2018
8. Crane: December 2018
Purpose 2:
Outputs will be produced to support clinicians and managers in individual NHS organisations (e.g. NHS trusts) undertake quality assurance activities (such as benchmarking) within these organisations, and support quality improvement activities. Outputs will be produced to support the commissioning process, and national policy development. Statistics will be derived at national and regional level, and by healthcare providers. These statistics may be stratified by relevant patient subgroups. The publication of these statistics will comply with the HES Analysis Guide
These outputs will be included in reports to the commissioners of the work (e.g. NIHR), in information to be placed on pages of relevant websites, in oral or poster presentations at relevant national/international conferences, and in peer-reviewed journal articles.
As the RCS is an academic organisation, there is a requirement for the CEU to contribute/distribute findings in a way that conforms to standard academic communication methods, namely, academic journals / conference presentations. In addition, analysts working on specific projects may use the work as source material for a higher-research degree (MD/PhD). Academic publications are not a primary aim of the work but are an effective and established way of ensuring wider dissemination of findings to encourage learning and increase utilisation of the work's benefits.
Some examples of previous outputs are given below:
Fitzsimons KJ, Copley LP, van der Meulen JH, Panagamuwa C, Deacon SA. Grommet Surgery in Children With Orofacial Clefts in England. Cleft Palate Craniofac J. 2017 Jan;54(1):80-89.
Mennie JC, Mohanna PN, O'Donoghue JM, Rainsbury R, Cromwell DA. National trends in immediate and delayed post-mastectomy reconstruction procedures in England: A seven-year population-based cohort study.Eur J Surg Oncol. 2017; 43(1):52-61. doi: 10.1016/j.ejso.2016.09.019.
The outputs expected for the current projects for Purpose 2 (Service Evaluation and Research) are publically available reports, conference papers, and submissions to relevant journals based on the health care topic being investigated. Submissions might be to a general medical journal for topics with a broad relevance to health care services (eg, BMJ, BMJ open), to a medical journal in a relevant medical discipline (eg, Age & Ageing, Archives of Disease in Childhood), or to a methodological journal (BMC health services research). It is not guaranteed that the preferred journal will accept submissions for publishing.
Project 10 - NIHR Multidisciplinary Collaboration for Leadership in Applied Health Research & Care (CLAHRC) North Thames ‘Impact of multi-morbidity on patterns of care Project’ (Commissioned by NIHR). Planned outputs will be one peer-review academic journal article submitted in Summer 2019, and one conference presentation.
Project 11 - Gynaecological Urinary incontinence (Commissioned by NHIR Health Services and Delivery Research). The principal outputs for 2018/19 will be the final project report sent to NIHR at the end of the project. Other outputs will be the submission of two peer-review academic journal articles, and one conference presentation.
Project 13 - Patterns and outcomes of obstetric and gynaecological care delivered by English NHS trusts (Commissioned by Royal College of Obstetricians and Gynaecologists)
Planned outputs for 2018/19 will be a report on patterns of gynaecological care in England will be published on the RCOG website in 2018. Other planned outputs are the submission of two peer-review academic journal articles, and two conference presentations.
Project 15 - Rapid investigation of surgical quality (Commissioned by Royal College of Surgeons of England)
Planned outputs for 2018/19 will be two short-reports for the Royal College of Surgeons. One peer-review academic article will be submitted.
All outputs will only contain aggregated data with small number suppression, as is in line with the HES analysis guide.
Benefits reported
Purpose 1:
In the last year, the national clinical audits produced “state of the nation” reports that provided comparative information on clinical practice and outcomes for benchmarking and recommendations on areas that of care that could be improved. The results of the most recent audit period for each of the national clinical audits were published in 2017/18, as planned:
1. Bowel Cancer – in December 2017
2. OG Cancer - December 2017
3. Prostate Cancer – in December 2017
4. NVR in November 2017
5. Breast cancer in July 2017
6. NELA in October 2017
8. Crane December 2017 [Summary of OGC impact]
The report recommendations highlighted specific areas in the care pathway for improvement, and where appropriate, letters were sent to medical directors requesting immediate action. The report findings were used by the CQC in their inspection visits and have been incorporated in the HQIPs National Clinical Audit Benchmarking initiative (https://ncab.hqip.org.uk/) in the cases of projects 1-4.
Benefits from each audit have also been produced for the patients and the public, through the production of tailored material such as patient reports and infographics that communicate key messages about performance within the NHS. In particular, the audits on bowel cancer, oesophago-gastric cancer and vascular surgery have also published information on surgical outcomes by individual surgeon on the NHS Choices / MyNHS websites, which inform patients about the performance of their local services.
There have also been benefits for the medical community, patients, policy makers and stakeholders with the publication of papers in peer-review journals. Two examples below were generated by the National Vascular Registry:
Heikkila K, Loftus IM, Mitchell DC, Johal AS, Waton S, Cromwell DA. Population-based study of mortality ad major amputation following lower limb revascularization. Br J Surg. 2018 Apr 25. doi: 10.1002/bjs.10823.
Heikkila K, Mitchell DC, Loftus IM, Johal AS, Waton S, Cromwell DA. Improving 1-Year Outcomes of Infrainguinal Limb Revascularization: Population-Based Cohort Study of 104 000 Patients in England. Circulation. 2018; 137(18):1921-1933. doi: 10.1161/CIRCULATIONAHA.117.029834.
These papers evaluated the outcomes after lower limb bypass since 2005, and clarified the risk of amputation that patient face. The work also demonstrated the improvement in outcomes for patients over the last 10 years.
Purpose 2:
Benefits from the projects related to our programme of service evaluation reflect the degree of maturity of the tasks being tackled. For project 10, presentation of the work on atrial fibrillation to stakeholders has supported work on improving the management of this condition locally. It has stimulated a focus on the wider problem of improving the management of multi-morbidity (ie, patients with two or more chronic conditions).
There is an ongoing debate about the value of mesh to treat stress incontinence in women. The latest advice from NHS England has been for NHS hospitals to suspend the use of mesh for the treatment of urinary incontinence. Project 11 is directly contributing to the better understanding of this issue. Preliminary results have identified geographical variation in surgery for female stress urinary incontinence in England. A paper on the outcomes after surgery involving mesh is under-review.
Within project 13, the initial work on maternity indicators provided women with unique information on the patterns of care delivered by NHS maternity units. The information was provided as a web-based resource and was visited 1000s of times. This work contributed to the commissioning of the National Maternity and Perinatal Audit, which has taken over this role of providing women with information on maternity care. Project 13 subsequently focused on delivering the same benefits for women having gynaecological treatments and will be publishing its first report later in 2018.
Project 12 - Outcomes of delivery among preterm babies, including surgical care during infancy (Investigator-led, Wellcome Postdoctoral Fellowship). This project has not finished and the following was noted:
The benefits of this project relate to the clearer advice available to hospital maternity staff on the management of late preterm babies. In particular, that maternity unit discharge policies for term babies may not be appropriate for those born a few weeks too early, and that increased in-hospital support may prevent avoidable readmissions for late preterm babies. Before this project, little was known about the whether the length of stay in hospital after birth is related to the subsequent risk of an unplanned readmission within 30 days for preterm babies. This analysis of HES data found that a longer length of stay (LOS) was associated with a reduced risk of readmission for late preterm (34–36 weeks’ gestation) , normal births. A peer-reviewed article describing this work was published in the journal Paediatric & Perinatal Epidemiology.
Project 14 - Patterns and outcomes of thoracic surgery (Commissioned by the Society for Cardiothoracic Surgery). This project has now finished and the following was noted:
The national clinical audits of cardiac surgery and thoracic surgery only provide information on clinical practice and patient outcomes for the hospital admission during which surgery is performed. This project explored the potential of using Hospital Episode Statistics (HES) data to expand the information available to patients and staff about adult cardiac and thoracic surgery in English NHS trusts.
Benefits from the project stem from the results demonstrating additional information on clinical practice and outcomes can be generated from HES. Of particular value would be 30-day unplanned readmission rates, and rates of repeat surgery within one year of the initial procedure. Producing this type of information for all English cardiothoracic units would help the units with benchmarking and quality improvement, and inform patients about what outcomes to expect.
A report describing these results was produced for the Society for Cardiothoracic Surgery, and informed discussions about the development of the national clinical audits involving these procedures.
Register history
When this agreement appeared in, or was edited in, each monthly edition of the register. Built by comparing every edition this site holds, the earliest of which is July 2021.
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July 2021 —
already listed in the earliest edition this site holds, so it may be older. 2 versions: DARS-NIC-15335-H0D1F-v4.2, DARS-NIC-15335-H0D1F-v5.4
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November 2021
1 version added: DARS-NIC-15335-H0D1F-v6.5
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December 2022
Register-wide edit DARS-NIC-15335-H0D1F-v4.2, DARS-NIC-15335-H0D1F-v5.4, DARS-NIC-15335-H0D1F-v6.5 — Datasets: legal basis: “
s261(1) and” taken out. Made to 639 agreements in this edition, so it is reported once, on the changes page, and not counted as an amendment of this agreement. -
May 2023
1 version added: DARS-NIC-15335-H0D1F-v7.6
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May 2024
1 version added: DARS-NIC-15335-H0D1F-v8.2
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May 2025
1 version added: DARS-NIC-15335-H0D1F-v9.4
Cite this page
NHS England (2026) Data Uses Register, September 2026 edition, agreement DARS-NIC-15335-H0D1F, “Pathways of care and patient outcomes in the English NHS”. Read via NHS Data Access Explorer (unofficial), https://healthdatauses.uk/agreements/dars-nic-15335-h0d1f/ (accessed [date]).
This address stays the same, but the page is rebuilt with each monthly edition, so the citation names the edition it shows. Every edition's data is kept in the facts store.
Source: datausesregister_september2026.xlsx, September 2026 edition of the NHS England Data Uses Register. Search that workbook for DARS-NIC-15335-H0D1F to see the original rows.