REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study (Work package 1)
University of Bristol · Academic
In term In term in the September 2026 edition: the latest version runs to 26 September 2026.
- Reference
- DARS-NIC-334549-B1Y6X
- Current version
- v2.3
- Term of current version
- 27 September 2023 to 26 September 2026
- Start date
- 20 August 2020
- Data controller
- Sole Data Controller
- Commercial purposes
- No
- Sublicensing
- No
- Files released to date
- 17
Why the data was released
Objective for processing
The research group based at the University of Bristol requires Hospital Episode Statistics (HES) and mortality data linked to National Hip Fracture Database (NHFD) data, for the purpose of investigating sources of variation in the delivery of hip fracture care and its effects on patient outcomes for the REDUCE study. This study is being undertaken at the Musculoskeletal Research Unit (MRU) within the University of Bristol.
Each year in the UK approximately 80,000 older adults fracture a hip, incurring £1.2 billion in direct medical costs alone and conveying a 30% 1-year mortality and a 22% reduction in quality-of-life. Fracture services are provided through complex multidisciplinary organisational structures. Despite UK standards and guidelines, the research group and others have shown substantial variation in hospital delivery of hip fracture care, potentially reflecting local organisational legacies and lack of commissioning expertise. Nationally, there is wide variation in hip fracture outcomes between hospitals (e.g. mortality, functional recovery, requirement for institutionalised care); whilst in part explained by patient-level risk factors, it is hypothesized that organisational factors are responsible for unwarranted variation in fracture care pathways and hence patient outcomes. Understanding sources of variation in care delivery (i.e. healthcare access), its effects on patient outcomes (i.e. inequity), permits service-level interventions to reduce unwarranted variation, maximise health equity and ultimately improve patient experience.
Researchers will analyse NHFD-HES-mortality data which covers hospitals in England, together with multiple publicly available organisational-level audits and data sources which characterise each service providing care to patients with hip fractures. The research group will quantify organisational capacity to manage fragility fractures, including delivery of emergency, orthopaedic, orthogeriatric, anaesthetic, nursing, and rehabilitation services. Statistical analyses using multi-level models, will identify the organisational factors that are responsible for the greatest variation in patient outcomes (e.g. death, length of hospital stay, osteoporosis treatment, hospital readmission's) and which typify care pathways with high-quality, consistent outcomes. Health Cost analyses will calculate NHS resource, in the year following hip fracture, attributable to organisational factors.
The research group at the MRU recently performed and published two analyses of HES data, examining inequalities in hip fracture incidence in England over the previous 14 years, and by geographic region (see https://www.ncbi.nlm.nih.gov/pubmed/28965213 and https://www.ncbi.nlm.nih.gov/pubmed/29945041). These papers examine patient-level factors. The REDUCE study follows on from this work and aims to examine how organisational-level factors explain avoidable variation in hip fracture care.
The lawful basis for processing personal data under the UK GDPR is:
Article 6(1)(e) - processing is necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller;
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.
This processing is in the public interest because findings will: inform future commissioning/service-planning priorities for hip fracture care; provide hospital summary reports outlining their strengths and vulnerabilities; inform national review processes for hip fracture services, and, together with a new Toolkit, this programme will minimize avoidable variation in fracture care and improve the quality of care for patients across the UK.
The REDUCE study is a funded programme of work which commenced the 1st October 2019. Due to delays related to the COVID-19 pandemic, the study has been extended until the 26th September 2026. It consists of three work packages. The Data under this Data Sharing Agreement will be used for Work package 1 only.
Work package 1 (WP1):
Data are required from the NHFD (which records all hip fractures in the NHS in England and Wales), linked to national Hospital Episodes Statistics (HES) providing clinical, surgical, anaesthetic and hospital admissions data, linked to data from the Civil Registration, which records deaths, from NHS England. (For hospitals in Wales the research group have a similar dataset from the NHS Wales Informatics Service, Patient Episode Database for Wales.) To these datasets the research group will link audit and publicly available data sources, detailing how fracture services are delivered at each hospital. This will include for example, how busy the hospital’s emergency department is each year and how often patients are delayed before being found a bed, how many orthopaedic surgeons, orthogeriatricians and specialist fracture nurses each hospital employs, whether weekend orthogeriatrician cover is routine, how frequently anaesthetics for hip fracture are given by senior anaesthetists, how much post-operative physiotherapy is usually delivered, what access to rehabilitation beds is available, whether services have routine multi-disciplinary clinical governance meetings, whether bone density scanning equipment is available on site, and much more. The research group will determine which components of these hospital services account for poor patient outcomes, and which services successfully lead to good patient outcomes (both will need specific evaluation in work package 2 and will inform work package 3). There are dependencies between WP1 and WP 2 and 3.
Outputs from WP1 will:
(1) determine which four hospitals will be visited for the semi-structured interviews in WP2.
(2) identify the key organisational components impacting patient outcomes. These will be included in the WP2 semi-structured interview topic guide, to identify the best delivery models for these components of care, and barriers and facilitators to implementation.
(3) identify which organisational components of the hip fracture care pathway to focus on for the WP3 Implementation Toolkit.
(4) inform the Toolkit cost-benefit calculator for WP3 through cost analysis.
These analyses will allow the research group to distinguish between how much of these patient outcomes are explained by the health of the patient themselves and how much by the hospital services which they encounter. The research group will consider ‘competing outcomes’, e.g. a service may appear to have a short length of hospital stay, but this is explained by a high rate of early death; The research group will take such factors into account in the analyses.
The research group will provide reports for each hospital treating hip fracture in England summarising their performance using aggregated data. The research group will calculate how much is spent financially on patients in the year after hip fracture, and specifically how much is attributable to the different services hip fracture patients receive (HES Admitted Patient Care, Outpatients and Accident and Emergency). Summaries of these financial calculations will inform development of work package 3.
Work package 2 (WP2):
First, The research group will visit two hospitals with high and two hospitals with low variation in performance and conduct detailed interviews with all principal members of their hip fracture teams to understand the barriers faced by hospital services when trying to provide consistent high-quality fracture care, and the solutions that some hospitals have found which enable them to perform to a higher standard. Second, the research group will analyse 20 detailed reports which have been produced by the British Orthopaedic Association (BOA) over the last 6 years. These reports have been produced when underperforming UK hospitals have requested a ‘peer-review’, so that they can improve their hip fracture service. These reports also include a series of recommendations made by the multi-disciplinary assessment team; however, they have never been collectively analysed. There will be common themes and solutions (“lessons learnt”) in these reports which the research group believe will be of benefit to other hospitals, and which they plan to identify to inform of the outputs.
Work package 3 (WP3):
The research group will work with the Royal Osteoporosis Society (ROS) who have established experience developing Toolkits for use by hospital managers, clinical leads, and service commissioners; they have many years of experience in driving quality improvement initiatives within the osteoporosis field. Together the research group will develop an ‘Implementation Toolkit’ which will be freely available online and provide a series of instructions and guides (i.e. ‘tools’) for managers, clinical leads and commissioners to use to improve their hospital hip fracture services, encompassing service redesign/restructuring, organisational culture, and approaches to improve efficient use of limited healthcare resources. Tools will include a service improvement guide, a resource to help write a business case, a cost calculator to help budget savings versus expenditure, and a project plan. The research group will launch this Toolkit with the ROS, the British Orthopaedic Association (BOA) and the Royal College of Physicians (RCP). The ROS will provide ongoing free online access and maintenance of this Toolkit beyond the duration of this study through its website.
The Data under this Data Sharing Agreement will only be used for Work package 1 with these specific aims:
1. To determine which organisational-level factors account for patient-level outcomes (e.g. mortality, osteoporosis treatment, functional recovery, institutionalisation, re admissions and length of stay) after hip fractures across England. Mortality following a hip fracture will include deaths inside and outside hospital, based on Civil registration mortality data.
2. To calculate health costs attributable to hip fracture, incurred in the year following hip fracture, e.g. due to readmission's, long ‘super-spell’ length of stay.
The University of Bristol requires linked patient-level data without personal identifiers to enable the above analyses.
Data subjects include all men and women aged 60+ years who sustain a hip fracture, admitted to an English hospital from 1st April 2016 to 31st March 2019. However, additional HES APC data from the 1st April 2013 - 31st March 2020 are required because HES APC data for 3 years prior to the hip fracture episode and 1 year post hip fracture episode are necessary to calculate comorbidities and to derive outcomes.
The University of Bristol has considered data minimization and has taken steps to ensure the Data are justified and limited to patients in England diagnosed in 2016-19 with hip fracture or matching the NHFD. The study team will provide a list of diagnosis ICD codes which relate to fracture of the hip (femur) and the Data received from NHS England is restricted to only those patients with these specific fractures.
In order to capture all episodes of hip fracture the researchers will use the list of diagnosis ICD codes which relate to fracture of the hip. ICD10 codes are required on top of the audit cohort because it will help to pick up anyone who was not captured in the audit data but had presented with the same clinical need. This HES/CRD dataset will be linked to NHFD data. It is expected that the HES/CRD extract will contain episodes not matched to NHFD data, because some hospitals may not have fail-safe systems established to capture every single hip fracture that occurs (e.g. may miss one admitted on a Sunday). It is essential to have hip fractures determined by ICD codes to allow verification of the proportion of hip fractures captured by the NHFD, and to determine how the hip fracture care pathways and outcomes compare for the group of individuals not included in the NHFD data (as those not included may be looked after by systems that are not so efficient in their care). Hip fracture is very painful and usually results in hip fracture surgery during the same episode of care, it is recommended that surgery take place within 36 hours of admission. Of note only a small proportion (<5% have a hip replacement, most are fixed using other types of operative fixation).
The University of Bristol requires details of all of the data subjects' episodes of inpatient care 3 years prior to the hip fracture episode, to understand their past medical history to see if the individuals have comorbidities. It is not feasible to limit the types of previous hospital episodes to specific ICD codes as this would bias the findings of the study.
The University of Bristol requires all inpatient hospital episodes and linked mortality data after the individual’s hip fracture and mortality data up to 2020, to calculate mortality, readmission (e.g.re-fracture/re operation, follow-up care), length of total hospital stay, and for calculation of health service costs post hip fracture. The date of death will enable researchers to accurately censor the patients within the survival and health costs analysis e.g. when investigating the true rate of readmission's (i.e. someone who has died cannot be readmitted).
HES APC, Outpatients, and Accident & Emergency data from 2016 - 2020 are required to derive costs to the NHS for hip fracture care in admitted patient and outpatient care and unplanned admission rates in the year following hip fracture. The research team will cost NHS resources used in the year post hip fracture, using ICD10 and OPSC4 (Intervention & Procedure) codes and spell durations, to derive Healthcare Resource Group (HRG) codes for inpatient stays and readmissions. Clinic codes will identify further outpatient and Emergency Department visits. The research team will value resources using Department of Health reference costs [References: Leal J, Gray AM, Prieto-Alhambra D, et al. Impact of hip fracture on hospital care costs: a population-based study. Osteoporosis International 2016; 27(2): 549-58 and Department of Health. NHS reference costs, 2016] and follow the statistical multiple imputation model to impute missing cost data.
Linked NHFD data are required for more detailed information regarding the hospital stay and discharge destination after hip fracture.
National data are required in order for the results to be generalizable, for all hip fractures and treating hospitals to be included and avoid selection bias. Up to seven years of data is necessary to account for trends in outcomes and changes in services and is limited to a specific time period. There is no alternative, less intrusive ways of achieving the study purpose.
University of Bristol is the sole controller who also processes the data. Of the REDUCE quantitative study team, only substantive employees of the University of Bristol will access the disseminated data and only for the purposes described in this document.
The role of non-University of Bristol personnel or organisations involved in the wider REDUCE study, as described in the study protocol, have solely advisory responsibilities, contributing to the interpretation and implementation of aggregated findings, no data access/processing would be undertaken by them and all decisions about data analysis would remain with the University.
This research is funded by the research charity Versus Arthritis (VA). The funder has no role in the study design, data collection and analysis, and decision to publish, or preparation of any manuscripts.
Processing activities
Under this agreement, the patient cohort will be provided for linkage by Crown Informatics (who are the processors for the NHFD but play no other role and receive no linked data) who will supply NHS number, Sex, Date Of Birth (DOB), NHFD date of hip fracture admission and postcode (match within +/- 32 days of the admission date). The University of Bristol will receive a patient level pseudonymised extract of HES/Civil Registration mortality data linked to NHFD data.
The data will be exclusively stored on University of Bristol servers and will not be accessible to any third parties. The University of Bristol will not link these data to any other individual-level datasets.
The University of Bristol will not be providing any data to NHS England, but just requesting all episodes of care for patients who have an episode containing pre-determined ICD codes associated with hip fracture or linking to NHFD data.
Data flow:
1. The patient cohort will be provided for linkage by Crown Informatics (who are the Data processors for the NHFD but play no other role and receive no linked data) who will supply NHS number, Sex, Date Of Birth (DOB), NHFD date of hip fracture admission and postcode (match within +/- 32 days of the admission date) to NHS England.
2. NHS England will link HES and Civil Registration data to the cohort and patients with related ICD/diagnosis codes.
3. NHS England will supply the linked pseudonymised data to the University of Bristol.
4. The University of Bristol will store data in the study-specific safe data-haven
Statistical analyses of the linked dataset will be used to derive patient-level outcomes; construct multilevel regression models to describe the association of organisational-level factors on patient-level outcomes, whilst adjusting for patient case-mix, and allowing assessment of interactions between patient- and organisational-level factors.
Health cost analyses will calculate NHS resource, in the year following hip fracture, attributable to organisational factors
All outputs will contain only data that is aggregated with small numbers suppressed in line with the HES Analysis Guide.
The NHFD, HES and Civil Registration Mortality linked dataset will be transferred to the University of Bristol, which has established procedures for the transfer of data, its secure storage and for erasing data at the end of projects (www.bristol.ac.uk/infosec/policies/docs/). The data will be access-controlled and held in three locations at the university of Bristol in safe data havens, with password and firewall protection that guards against external users.
Only substantive employees of the University of Bristol will access the disseminated data and only for the purposes described in this agreement. Specified University of Bristol study personnel will be granted access to the data safe haven, after they have completed the necessary information governance training; the Chief Investigator will have responsibility for managing those individuals who have access. The data will be managed by a REDUCE study researcher based at the Musculoskeletal Research Unit (MRU) at University of Bristol. The data will be used exclusively for the purpose of this project.
At the end of the study, the data will be safely held in a password protected project-specific safe data haven at the University of Bristol for 42 months and, in that time, it will be accessed only to answer questions arising from publications and other publicity. The original expected time frame for completion of the data processing, production and dissemination of the outputs would be 24 months, with a further 18 months retention of data after this to respond to changes based on peer-review comments from journals and from funding bodies. Due to COVID-pandemic related delays, the data access, data processing, and production and dissemination of the outputs has taken longer than 24 months. The study team still anticipate an 18 month period of data retention after outputs are submitted for publication to respond to changes based on peer-review comments from journals and from funding bodies.
No attempts will be made to identify any individual from the data being supplied. No data will be onwardly shared.
Expected output
Throughout all stages of this programme, the research team will engage with key stakeholders including NHS managers, healthcare professionals, patients and the public for interpretation, dissemination, and direct communication of the main findings. This will be facilitated through collaborations including those with the Royal Osteoporosis Society and Patient and Public Involvement and Engagement (PPIE) representation.
Regular PPIE meetings are being held (online during the pandemic and in person at other times). Findings will be fed back to the quantitative research team, for example a priority setting exercise placed domains of fracture care and hip fracture outcome measures in order of importance to achieve the best experience for patients. These will be incorporated into the study analysis plan.
The following list shows the outputs that have been disseminated or are expected to be disseminated using the data received from NHS England specific to work package 1.
1) REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentations)
Peer reviewed journal articles:
- Baji et al. Organisational factors associated with hospital costs and patient mortality in the year following hip fracture in England and Wales: the REDUCE record-linkage cohort study Lancet Healthy Longevity. 2023 (Accepted).
- Patel et al. Patients’ recovery of mobility and return to original residence after hip fracture are associated with multiple modifiable components of hospital service organisation: the REDUCE record-linkage cohort study in England and Wales. BMC Geriatrics. 2023 (Accepted).
- Patel et al. Multiple hospital organisational factors are associated with adverse patient outcomes post-hip fracture in England and Wales: the REDUCE record-linkage cohort study. Age and Ageing. 2022; 51(8):afac183.
- Patel et al. REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales (REDUCE): protocol for a mixed-methods study. BMJ Open. 2021; 11(5):e049763.
Conference presentations:
- Patel et al. Patient recovery after hip fracture is associated with multiple modifiable components of hospital service delivery in England and Wales: the REDUCE record-linkage cohort study. ECTS2023 European Calcified Tissue Society (ECTS) and Bone Research Society (BRS) Liverpool. 15-18 April 2023.
- Gregson et al. Refracture in the first year post hip fracture in England and Wales: hospital organisational factors associated with refracture from the REDUCE record-linkage cohort study. The American Society for Bone and Mineral Research, ASBMR; Austin, Texas, USA. 9-12 September 2022.
- Gregson. Unwarranted Variation Hip Fracture Services: The REDUCE Study. Age Anaesthesia Association; Virtual ASM 2022. 13 May 2022.
- Patel et al. Organisational factors associated with adverse patient outcomes post hip fracture in hospitals in England & Wales. British Geriatrics Society; Spring Meeting, Online Conference. 6-8 April 2022.
- Patel et al. To what extent does achievement of the best practice tariff explain between-hospital variation in hip fracture outcomes? Royal Osteoporosis Society, Osteoporosis Conference, Liverpool and online. 30 November-2 December 2020.
Other related REDUCE publications and presentations:
- Fox et al. Complex organisational factors influence multidisciplinary care for patients with hip fractures: a qualitative study of barriers and facilitators to service delivery. BMC Musculoskelet Disord. 2023; 24(1):128.
- Drew et al. Multiple Organisational Factors Improve Multi-Disciplinary Care Delivery to Patients with Hip Fractures: A Qualitative Study of Service Delivery. British Geriatrics Society; Spring Meeting; Online Conference. 6-8 April 2022.
- Drew et al,. Implementation of hip fracture services: a qualitative study using extended Normalization Process Theory. Society for Social Medicine & Population Health 65th Annual Scientific Meeting; Virtual conference. 15-17 September 2021.
2) Health costs associated with REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentations)
Peer reviewed journal articles:
- Baji et al. Organisational factors associated with hospital costs and patient mortality in the year following hip fracture in England and Wales: the REDUCE record-linkage cohort study Lancet Healthy Longevity. 2023 (Accepted).
Conference presentations:
- Baji, Costs and consequences of reoperation Fragility Fracture Network symposium, Oslo. 3-6 October 2023 (Accepted).
- Baji et al. Up-to-date costs of hip fracture care in England and Wales identify substantial variation between hospitals; the REDUCE Study. Bone Research Society, BRS Annual meeting; Manchester. 6-8 July 2022.
3) Toolkit development for REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentation)
Working with the Royal Osteoporosis Society, the findings have informed the development of the REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures).
4) Provision of hospital trust summary reports (n=173), with bench-marking against national standards to hospital managers. Online publication of these reports 12 months later.
These have been included in the REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures), which provides up-to-date data for each hospital.
However, as mentioned there are dependencies between WP1, WP2 and 3, which include: WP1 will inform the Implementation Toolkit development, and qualitative work package.
New freely available Implementation Toolkit for service leads to inform improved hip fracture care (developed with and maintained online by the Royal Osteoporosis Society).
REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures)
Revised evidence base to support the current British Orthopaedic Association hospital peer-review process.
These will be delivered sequentially over the course of the programme. The types of journals to be targeted will depend on the nature of the findings.
The intention is for aims 1) and 2) to produce at least one peer-reviewed published paper (target journals include: The BMJ, Osteoporosis International, Journal of Bone and Mineral Research) and at least one conference abstract for national/international presentation (target conferences: The Royal Osteoporosis Society conference, the European Fragility Fracture Network conference, The Bone Research Society, the American Society of Bone and Mineral Research).
All outputs will adhere to the HES analysis guide so that data are only shown in aggregate form with small numbers suppressed.
The research team will work alongside charities and learned societies to disseminate the findings of this study using established platforms that include social media such as Twitter and a study website, as more patients are now turning to these resources for information about hip fracture care. The research team will develop Plain English summaries of findings for communication to patients and members of the public.
Website address: https://www.bristol.ac.uk/translational-health-sciences/research/musculoskeletal/rheumatology/research/hip-fractures/
This research is funded by the research charity Versus Arthritis (VA) and hence the research group will work with the VA publicity office to disseminate the research findings.
The research group are working with the University of Bristol Press Office to disseminate the research findings.
The data produced by this study will inform the UK Health Security Agency (UKHSA), for whom elimination of health inequalities is a priority target. One of the leaders of the study is well placed as National Hip Fracture Database (NHFD) clinical lead to feedback the findings to key stakeholders, such as the Royal College of Physicians. Findings will further be disseminated by the NHFD Publications and Scientific Committee, of which the applicant is chair.
The REDUCE study is cited in NHFD report: Royal College of Physicians. Improving understanding: the National Hip Fracture Database report on 2021. London: RCP, 2022.
Disseminating outputs to commissioners, operational managers and change agents:
- The commissioning landscape is changing with Integrated Care Boards (ICBs) working together in communities that express their aims and priorities through plans for integrated care, including the integration of falls and fracture services, such as the Fracture Liaison Service (FLS). It is the research groups assessment that the precise arrangements for commissioning, including job roles, organisational structure, funding flows and so on will change during the course of this research. The research group will adopt a flexible approach to dissemination, led by the Royal Osteoporosis Society (ROS) which has skill and capacity in this area.
- Freely available REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures) hosted and maintained by ROS.
Disseminating outputs to health care professionals:
- There is a well-developed and well-motivated cohort of clinicians working in the fields of osteoporosis and fracture care. The ROS has a team of professionals and a set of networks and activities already in place that engages with this community.
- ROS Osteoporosis review Vol 30 Issue 2 page 8, Sept 2020: Summary of the REDUCE Study
- ROS Osteoporosis Online Conference presentation on ROS research grants 01/12/2020
- ROS Osteoporosis Online Conference presentation on COVID concerns in REDUCE 01/12/2020
Disseminating outputs for patients and the public:
- The outputs of this research will be hugely valuable in creating messages and information products directed at very large groups including patients with diagnosed disease; people at higher risk of fragility fracture; and the wider public. Accurate and compelling information on standards of hip fracture care help to create a favourable climate for change through mechanisms such as membership of health and well-being boards; membership of foundation trusts; messages about what patients should expect from their hip fracture teams in terms of standards of care (to compliment current NHFD patient standards); and messages about the potential for improving fractures services through a proven and cost-effective service model.
Disseminating outputs to collaborators and stakeholders:
- Close work with collaborators and stakeholders will enable wide dissemination of findings and the Toolkit to ‘coalface service users’.
The original expected time frame for completion of the data processing, production and dissemination of the outputs was 24 months from receipt of the data with a further 18 months retention of data after this to respond to changes based on peer-review comments from journals and from funding bodies. Due to delays from COVID (in data access and staffing as many of the team are clinical) this time frame is being extended to complete 4 papers which are in progress, pre-planned but outstanding inequities analyses, refinement of the Toolkit, and further dissemination of findings.
Expected measurable benefits
This programme of work is novel in terms of its scale and the unique datasets which gives the research group a rare opportunity to robustly assess what is a complex system of care and the very real impacts this system has on patients. It is hoped that findings will inform future commissioning/ service planning priorities for hip fracture care; provide summary reports for hospitals outlining their strengths and vulnerabilities; inform national review processes for hip fracture services; and together with a new Toolkit, which will be maintained by the Royal Osteoporosis Society (ROS) beyond the duration of this grant, this programme will minimize avoidable variation in hip fracture care and improve the quality of care for patients across the UK.
This research, using national clinical audit data, is hoped to identify unwarranted variation in the quality of fracture care and sources of such variation, to inform service leaders and commissioners of changes necessary in future structuring and clinical commissioning of services, to reduce inequities. For hospitals, the research group hope to identify hospital-specific causes of variation in key patient outcomes. The research group will provide local summary reports to each hospital, bench-marking against national standards, to drive better commissioned/delivered fracture services. The research groups stakeholders will advise how best to target key clinical leads. Reports will be made publicly available. National-level solutions to variation in hip fracture outcomes will be provided by the research group new Implementation Toolkit, available to all hospitals, and by providing a much-needed evidence-base to support the expanding British Orthopaedic Society (BOA) hospital-initiated peer-review process (PRP) for hip fracture services, which will aid Toolkit dissemination. Future NHFD & Fracture Liaison Service Database (FLS-DB) audits will enable measurement of national impact of the Toolkit.
Benefits reported so far
The main yielded benefits to date are peer reviewed publications and conference presentations, and dissemination of findings.
Working with the Royal Osteoporosis Society, the findings have informed the development of the REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures). This is a free and publicly available Toolkit which aims to help overcome organisational barriers when commissioning and implementing sustainable, high quality fracture services. The Toolkit page has been viewed 2,654 times by 1,728 unique visitors with over 2879 downloads from 17 key pages. Given that there are 172 hospitals in England and Wales treating hip fracture, this is very positive.
Yielded outputs for patients and the public:
- Newly developed REDUCE Study website for the University of Bristol: https://www.bristol.ac.uk/translational-health-sciences/research/musculoskeletal/rheumatology/research/hip-fractures/
- REDUCE Newsletters summarising the progress of the study are made available here: https://www.bristol.ac.uk/translational-health-sciences/research/musculoskeletal/rheumatology/research/hip-fractures/
Conference presentations:
- Patel et al. Patient recovery after hip fracture is associated with multiple modifiable components of hospital service delivery in England and Wales: the REDUCE record-linkage cohort study. ECTS2023 European Calcified Tissue Society (ECTS) and Bone Research Society (BRS) Liverpool. 15-18 April 2023.
- Gregson et al. Refracture in the first year post hip fracture in England and Wales: hospital organisational factors associated with refracture from the REDUCE record-linkage cohort study. The American Society for Bone and Mineral Research, ASBMR; Austin, Texas, USA. 9-12 September 2022.
- Gregson. Unwarranted Variation Hip Fracture Services: The REDUCE Study. Age Anaesthesia Association; Virtual ASM 2022. 13 May 2022.
- Patel et al. Organisational factors associated with adverse patient outcomes post hip fracture in hospitals in England & Wales. British Geriatrics Society; Spring Meeting, Online Conference. 6-8 April 2022.
- Patel et al. To what extent does achievement of the best practice tariff explain between-hospital variation in hip fracture outcomes? Royal Osteoporosis Society, Osteoporosis Conference, Liverpool and online. 30 November-2 December 2020.
- REDUCE in the news:
- August: hip-fracture | News and features | University of Bristol https://www.bristol.ac.uk/news/2022/august/hip-fracture.html
- Hip fracture care too slow in some hospitals, study says - BBC News https://www.bbc.co.uk/news/health-62726051
Toolkit development for REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentation). Working with the Royal Osteoporosis Society, the findings have informed the development of the REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures).
Datasets on the current version
Legal basis for provision: Health and Social Care Act 2012 – s261(2)(a)
| Dataset | Type of data | Sensitivity | Frequency | Confidential data |
|---|---|---|---|---|
| Civil Registrations of Death - Secondary Care Cut | Anonymised - ICO Code Compliant | Sensitive | One-Off | Section 251 NHS Act 2006 |
| Hospital Episode Statistics Accident and Emergency (HES A and E) | Anonymised - ICO Code Compliant | Non-Sensitive | One-Off | Section 251 NHS Act 2006 |
| Hospital Episode Statistics Admitted Patient Care (HES APC) | Anonymised - ICO Code Compliant | Sensitive | One-Off | Section 251 NHS Act 2006 |
| Hospital Episode Statistics Outpatients (HES OP) | Anonymised - ICO Code Compliant | Non-Sensitive | One-Off | 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 all 17 files released under this agreement, across every version. About opt-outs
No files recorded as released under the current version. 17 were released under earlier versions, shown in the version history.
Version history
The register lists each renewal of this agreement as a separate row. This site has 3 versions.
DARS-NIC-334549-B1Y6X-v2.3 27 September 2023 to 26 September 2026
- Title
- REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study (Work package 1)
- Commercial
- No
- Sublicensing
- No
- Datasets
- 4
- Files released
- 0
Datasets: Civil Registrations of Death - Secondary Care Cut; 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-334549-B1Y6X-v1.4
Text removed is struck through; text added is underlined. Unchanged paragraphs are summarised rather than repeated.
| Field | Was | Became |
|---|---|---|
| Start date | 2023-09-27 | |
| End date | 2026-09-26 | |
| Civil Registrations of Death - Secondary Care Cut: 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(2)(a) | |
| Hospital Episode Statistics Outpatients (HES OP): legal basis | Health and Social Care Act 2012 – s261(2)(a) |
Datasets:
− HES:Civil Registration (Deaths) bridge
Objective for processing
The research group based at the University of Bristol requires
HES
Hospital Episode Statistics (HES)
and mortality data linked to National Hip Fracture Database (NHFD) data, for
[28 words unchanged]
undertaken at the Musculoskeletal Research Unit (MRU) within the University of Bristol.
[3 paragraphs unchanged]
The researchers require data for processing under General Data Protection Regulation Article 6(1) (e) and Article 9(2) (j). The researchers believe that this research is in the public interest as findings will inform future commissioning/ service planning priorities for hip fracture care; provide hospital summary reports outlining their strengths and vulnerabilities; inform national review processes for hip fracture services; and together with a new Toolkit, this programme will minimize avoidable variation in fracture care and improve the quality of care for patients across the UK. The REDUCE study is a 3.5-year funded programme of work which commenced the 1st Oct 2019. It consists of three work packages. This application is for disseminated data for Work package 1:
The lawful basis for processing personal data under the UK GDPR is:
Work package 1 (WP1)
Article 6(1)(e) - processing is necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller;
Data are requested from the NHFD (which records all hip fractures in the NHS in England and Wales), linked to national Hospital Episodes Statistics (HES) providing clinical, surgical, anaesthetic and hospital admissions data, linked to data from the Civil Registration which records deaths, requested from NHS Digital. (For hospitals in Wales the research group have a similar dataset from the NHS Wales Informatics Service, Patient Episode Database for Wales.) To these datasets the research group will link audit and publicly available data sources, detailing how fracture services are delivered at each hospital. This will include for example, how busy the hospital’s emergency department is each year and how often patients are delayed before being found a bed, how many orthopaedic surgeons, orthogeriatricians and specialist fracture nurses each hospital employs, whether weekend orthogeriatrician cover is routine, how frequently anaesthetics for hip fracture are given by senior anaesthetists, how much post-operative physiotherapy is usually delivered, what access to rehabilitation beds is available, whether services have routine multi-disciplinary clinical governance meetings, whether bone density scanning equipment is available on site, and much more. The research group will determine which components of these hospital services account for poor patient outcomes, and which services successfully lead to good patient outcomes (both will need specific evaluation in work package 2 and will inform work package 3). There are dependencies between WP1 and WP 2 and 3.
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.
This processing is in the public interest because findings will: inform future commissioning/service-planning priorities for hip fracture care; provide hospital summary reports outlining their strengths and vulnerabilities; inform national review processes for hip fracture services, and, together with a new Toolkit, this programme will minimize avoidable variation in fracture care and improve the quality of care for patients across the UK.
The REDUCE study is a funded programme of work which commenced the 1st October 2019. Due to delays related to the COVID-19 pandemic, the study has been extended until the 26th September 2026. It consists of three work packages. The Data under this Data Sharing Agreement will be used for Work package 1 only.
Work package 1 (WP1):
Data are required from the NHFD (which records all hip fractures in the NHS in England and Wales), linked to national Hospital Episodes Statistics (HES) providing clinical, surgical, anaesthetic and hospital admissions data, linked to data from the Civil Registration, which records deaths, from NHS England. (For hospitals in Wales the research group have a similar dataset from the NHS Wales Informatics Service, Patient Episode Database for Wales.) To these datasets the research group will link audit and publicly available data sources, detailing how fracture services are delivered at each hospital. This will include for example, how busy the hospital’s emergency department is each year and how often patients are delayed before being found a bed, how many orthopaedic surgeons, orthogeriatricians and specialist fracture nurses each hospital employs, whether weekend orthogeriatrician cover is routine, how frequently anaesthetics for hip fracture are given by senior anaesthetists, how much post-operative physiotherapy is usually delivered, what access to rehabilitation beds is available, whether services have routine multi-disciplinary clinical governance meetings, whether bone density scanning equipment is available on site, and much more. The research group will determine which components of these hospital services account for poor patient outcomes, and which services successfully lead to good patient outcomes (both will need specific evaluation in work package 2 and will inform work package 3). There are dependencies between WP1 and WP 2 and 3.
[7 paragraphs unchanged]
Work package 2
(WP2)
(WP2):
[1 paragraph unchanged]
Work package 3
(WP3)
(WP3):
[1 paragraph unchanged]
This application is
The Data under this Data Sharing Agreement will only be used
for Work package 1 with these specific aims:
[2 paragraphs unchanged]
The University of Bristol
request
requires
linked patient-level data without personal
information
identifiers
to enable the above analyses.
[1 paragraph unchanged]
The University of Bristol has considered data minimization and has taken steps to ensure the
data requested
Data
are justified and limited to patients in England diagnosed in 2016-19 with
[14 words unchanged]
diagnosis ICD codes which relate to fracture of the hip (femur) and
restrict
the
request
Data received from NHS England is restricted
to only those patients with these specific fractures.
In order to capture all episodes of hip fracture the researchers will
[5 words unchanged]
ICD codes which relate to fracture of the hip. ICD10 codes are
being requested
required
on top of the audit cohort because it will help to pick
[170 words unchanged]
a hip replacement, most are fixed using other types of operative fixation).
[1 paragraph unchanged]
The University of Bristol
is requesting
requires
all inpatient hospital episodes and linked mortality data after the individual’s hip
[53 words unchanged]
true rate of readmission's (i.e. someone who has died cannot be readmitted).
[2 paragraphs unchanged]
National data are required in order for the results to be generalizable, for all hip fractures and treating hospitals to be included and avoid selection bias.
The number
Up to seven years
of
years requested
data
is necessary to account for trends in outcomes and changes in services
[8 words unchanged]
There is no alternative, less intrusive ways of achieving the study purpose.
The sole Data Controller
University of Bristol
is the
University of Bristol. The Data Processor is
sole controller who also processes
the
University of Bristol.
data.
Of the REDUCE quantitative study team, only substantive employees of the University of Bristol will access the disseminated data and only for the purposes described in this document.
[2 paragraphs unchanged]
Processing activities
Under this agreement, the patient cohort will be provided for linkage by Crown Informatics (who are the
Data
processors for the NHFD but play no other role and receive no
[37 words unchanged]
level pseudonymised extract of HES/Civil Registration mortality data linked to NHFD data.
[1 paragraph unchanged]
The University of Bristol will not be providing any data to NHS
Digital,
England,
but just requesting all episodes of care for patients who have an episode containing pre-determined ICD codes associated with hip fracture or linking to NHFD data.
[1 paragraph unchanged]
1. The patient cohort will be provided for linkage by Crown Informatics
[35 words unchanged]
postcode (match within +/- 32 days of the admission date) to NHS
Digital.
England.
2. NHS
Digital
England
will link HES and Civil Registration data to the cohort and patients with related ICD/diagnosis codes.
3. NHS
Digital
England
will supply the linked pseudonymised data to the University of Bristol.
[6 paragraphs unchanged]
At the end of the study, the data will be safely held
[23 words unchanged]
accessed only to answer questions arising from publications and other publicity. The
interim
original
expected time frame for completion of the data processing, production and dissemination
[19 words unchanged]
to changes based on peer-review comments from journals and from funding bodies.
Due to COVID-pandemic related delays, the data access, data processing, and production and dissemination of the outputs has taken longer than 24 months. The study team still anticipate an 18 month period of data retention after outputs are submitted for publication to respond to changes based on peer-review comments from journals and from funding bodies.
[1 paragraph unchanged]
Expected output
Throughout all stages of this programme, the research team will engage with
[27 words unchanged]
including those with the Royal Osteoporosis Society and Patient and Public Involvement
(PPI)
and Engagement (PPIE)
representation.
The following list shows the outputs that will be disseminated using the data received from NHS Digital specific to work package 1.
Regular PPIE meetings are being held (online during the pandemic and in person at other times). Findings will be fed back to the quantitative research team, for example a priority setting exercise placed domains of fracture care and hip fracture outcome measures in order of importance to achieve the best experience for patients. These will be incorporated into the study analysis plan.
The following list shows the outputs that have been disseminated or are expected to be disseminated using the data received from NHS England specific to work package 1.
[1 paragraph unchanged]
Peer reviewed journal articles:
- Baji et al. Organisational factors associated with hospital costs and patient mortality in the year following hip fracture in England and Wales: the REDUCE record-linkage cohort study Lancet Healthy Longevity. 2023 (Accepted).
- Patel et al. Patients’ recovery of mobility and return to original residence after hip fracture are associated with multiple modifiable components of hospital service organisation: the REDUCE record-linkage cohort study in England and Wales. BMC Geriatrics. 2023 (Accepted).
- Patel et al. Multiple hospital organisational factors are associated with adverse patient outcomes post-hip fracture in England and Wales: the REDUCE record-linkage cohort study. Age and Ageing. 2022; 51(8):afac183.
- Patel et al. REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales (REDUCE): protocol for a mixed-methods study. BMJ Open. 2021; 11(5):e049763.
Conference presentations:
- Patel et al. Patient recovery after hip fracture is associated with multiple modifiable components of hospital service delivery in England and Wales: the REDUCE record-linkage cohort study. ECTS2023 European Calcified Tissue Society (ECTS) and Bone Research Society (BRS) Liverpool. 15-18 April 2023.
- Gregson et al. Refracture in the first year post hip fracture in England and Wales: hospital organisational factors associated with refracture from the REDUCE record-linkage cohort study. The American Society for Bone and Mineral Research, ASBMR; Austin, Texas, USA. 9-12 September 2022.
- Gregson. Unwarranted Variation Hip Fracture Services: The REDUCE Study. Age Anaesthesia Association; Virtual ASM 2022. 13 May 2022.
- Patel et al. Organisational factors associated with adverse patient outcomes post hip fracture in hospitals in England & Wales. British Geriatrics Society; Spring Meeting, Online Conference. 6-8 April 2022.
- Patel et al. To what extent does achievement of the best practice tariff explain between-hospital variation in hip fracture outcomes? Royal Osteoporosis Society, Osteoporosis Conference, Liverpool and online. 30 November-2 December 2020.
Other related REDUCE publications and presentations:
- Fox et al. Complex organisational factors influence multidisciplinary care for patients with hip fractures: a qualitative study of barriers and facilitators to service delivery. BMC Musculoskelet Disord. 2023; 24(1):128.
- Drew et al. Multiple Organisational Factors Improve Multi-Disciplinary Care Delivery to Patients with Hip Fractures: A Qualitative Study of Service Delivery. British Geriatrics Society; Spring Meeting; Online Conference. 6-8 April 2022.
- Drew et al,. Implementation of hip fracture services: a qualitative study using extended Normalization Process Theory. Society for Social Medicine & Population Health 65th Annual Scientific Meeting; Virtual conference. 15-17 September 2021.
[1 paragraph unchanged]
Peer reviewed journal articles:
- Baji et al. Organisational factors associated with hospital costs and patient mortality in the year following hip fracture in England and Wales: the REDUCE record-linkage cohort study Lancet Healthy Longevity. 2023 (Accepted).
Conference presentations:
- Baji, Costs and consequences of reoperation Fragility Fracture Network symposium, Oslo. 3-6 October 2023 (Accepted).
- Baji et al. Up-to-date costs of hip fracture care in England and Wales identify substantial variation between hospitals; the REDUCE Study. Bone Research Society, BRS Annual meeting; Manchester. 6-8 July 2022.
[1 paragraph unchanged]
Working with the Royal Osteoporosis Society, the findings have informed the development of the REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures).
[1 paragraph unchanged]
However, as mentioned there are dependencies between WP1, WP 2 and 3, which include: WP1 will inform the Implementation Toolkit development, and qualitative work package.
These have been included in the REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures), which provides up-to-date data for each hospital.
However, as mentioned there are dependencies between WP1, WP2 and 3, which include: WP1 will inform the Implementation Toolkit development, and qualitative work package.
[1 paragraph unchanged]
Revised evidence-base to support the current British Orthopaedic Association hospital peer-review process.
REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures)
These will be delivered sequentially over the course of the 3.5-year programme with the first publication targeted for submission by the end of 2020. The types of journals to be targeted will depend on the nature of the findings.
Revised evidence base to support the current British Orthopaedic Association hospital peer-review process.
These will be delivered sequentially over the course of the programme. The types of journals to be targeted will depend on the nature of the findings.
[3 paragraphs unchanged]
Website address: https://www.bristol.ac.uk/translational-health-sciences/research/musculoskeletal/rheumatology/research/hip-fractures/
[1 paragraph unchanged]
The data produced by this study will inform Public Health England (PHE), for whom elimination of health inequalities is a priority target. One of the leaders of the study is well placed as National Hip Fracture Database (NHFD) clinical lead to feedback the findings to key stakeholders, such as the Royal College of Physicians. Findings will further be disseminated by the NHFD Publications and Scientific Committee, of which the applicant is chair.
The research group are working with the University of Bristol Press Office to disseminate the research findings.
Disseminating outputs to commissioners, operational managers and change agents
The data produced by this study will inform the UK Health Security Agency (UKHSA), for whom elimination of health inequalities is a priority target. One of the leaders of the study is well placed as National Hip Fracture Database (NHFD) clinical lead to feedback the findings to key stakeholders, such as the Royal College of Physicians. Findings will further be disseminated by the NHFD Publications and Scientific Committee, of which the applicant is chair.
The commissioning landscape is changing with CCGs working together in communities that express their aims and priorities through plans for integrated care, including the integration of falls and fracture services, such as the Fracture Liaison Service (FLS). It is the research groups assessment that the precise arrangements for commissioning, including job roles, organisational structure, funding flows and so on will change during the course of this research. The research group will adopt a flexible approach to dissemination, led by the Royal Osteoporosis Society (ROS) which has skill and capacity in this area.
The REDUCE study is cited in NHFD report: Royal College of Physicians. Improving understanding: the National Hip Fracture Database report on 2021. London: RCP, 2022.
Disseminating outputs to
health care professionals
commissioners, operational managers and change agents:
There is a well-developed and well-motivated cohort of clinicians working in the fields of osteoporosis and fracture care. The ROS has a team of professionals and a set of networks and activities already in place that engages with this community.
- The commissioning landscape is changing with Integrated Care Boards (ICBs) working together in communities that express their aims and priorities through plans for integrated care, including the integration of falls and fracture services, such as the Fracture Liaison Service (FLS). It is the research groups assessment that the precise arrangements for commissioning, including job roles, organisational structure, funding flows and so on will change during the course of this research. The research group will adopt a flexible approach to dissemination, led by the Royal Osteoporosis Society (ROS) which has skill and capacity in this area.
Disseminating outputs for patients and the public
- Freely available REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures) hosted and maintained by ROS.
The outputs of this research will be hugely valuable in creating messages and information products directed at very large groups including patients with diagnosed disease; people at higher risk of fragility fracture; and the wider public. Accurate and compelling information on standards of hip fracture care help to create a favourable climate for change through mechanisms such as membership of health and well-being boards; membership of foundation trusts; messages about what patients should expect from their hip fracture teams in terms of standards of care (to compliment current NHFD patient standards); and messages about the potential for improving fractures services through a proven and cost-effective service model.
Disseminating outputs to health care professionals:
Disseminating outputs to collaborators and stakeholders
- There is a well-developed and well-motivated cohort of clinicians working in the fields of osteoporosis and fracture care. The ROS has a team of professionals and a set of networks and activities already in place that engages with this community.
Close work with collaborators and stakeholders will enable wide dissemination of findings and the Toolkit to ‘coalface service users.
- ROS Osteoporosis review Vol 30 Issue 2 page 8, Sept 2020: Summary of the REDUCE Study
The interim expected time frame for completion of the data processing, production and dissemination of the outputs would be 24 months, with a further 18 months retention of data after this to respond to changes based on peer-review comments from journals and from funding bodies.
- ROS Osteoporosis Online Conference presentation on ROS research grants 01/12/2020
- ROS Osteoporosis Online Conference presentation on COVID concerns in REDUCE 01/12/2020
Disseminating outputs for patients and the public:
- The outputs of this research will be hugely valuable in creating messages and information products directed at very large groups including patients with diagnosed disease; people at higher risk of fragility fracture; and the wider public. Accurate and compelling information on standards of hip fracture care help to create a favourable climate for change through mechanisms such as membership of health and well-being boards; membership of foundation trusts; messages about what patients should expect from their hip fracture teams in terms of standards of care (to compliment current NHFD patient standards); and messages about the potential for improving fractures services through a proven and cost-effective service model.
Disseminating outputs to collaborators and stakeholders:
- Close work with collaborators and stakeholders will enable wide dissemination of findings and the Toolkit to ‘coalface service users’.
The original expected time frame for completion of the data processing, production and dissemination of the outputs was 24 months from receipt of the data with a further 18 months retention of data after this to respond to changes based on peer-review comments from journals and from funding bodies. Due to delays from COVID (in data access and staffing as many of the team are clinical) this time frame is being extended to complete 4 papers which are in progress, pre-planned but outstanding inequities analyses, refinement of the Toolkit, and further dissemination of findings.
Expected measurable benefits
Benefit
[1 paragraph unchanged]
Impact
[1 paragraph unchanged]
The target date for output and dissemination to begin to produce measurable benefit is 24 months from receipt of data.
Benefits reported
Not stated in the previous version; added here.
The main yielded benefits to date are peer reviewed publications and conference presentations, and dissemination of findings.
Working with the Royal Osteoporosis Society, the findings have informed the development of the REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures). This is a free and publicly available Toolkit which aims to help overcome organisational barriers when commissioning and implementing sustainable, high quality fracture services. The Toolkit page has been viewed 2,654 times by 1,728 unique visitors with over 2879 downloads from 17 key pages. Given that there are 172 hospitals in England and Wales treating hip fracture, this is very positive.
Yielded outputs for patients and the public:
- Newly developed REDUCE Study website for the University of Bristol: https://www.bristol.ac.uk/translational-health-sciences/research/musculoskeletal/rheumatology/research/hip-fractures/
- REDUCE Newsletters summarising the progress of the study are made available here: https://www.bristol.ac.uk/translational-health-sciences/research/musculoskeletal/rheumatology/research/hip-fractures/
Conference presentations:
- Patel et al. Patient recovery after hip fracture is associated with multiple modifiable components of hospital service delivery in England and Wales: the REDUCE record-linkage cohort study. ECTS2023 European Calcified Tissue Society (ECTS) and Bone Research Society (BRS) Liverpool. 15-18 April 2023.
- Gregson et al. Refracture in the first year post hip fracture in England and Wales: hospital organisational factors associated with refracture from the REDUCE record-linkage cohort study. The American Society for Bone and Mineral Research, ASBMR; Austin, Texas, USA. 9-12 September 2022.
- Gregson. Unwarranted Variation Hip Fracture Services: The REDUCE Study. Age Anaesthesia Association; Virtual ASM 2022. 13 May 2022.
- Patel et al. Organisational factors associated with adverse patient outcomes post hip fracture in hospitals in England & Wales. British Geriatrics Society; Spring Meeting, Online Conference. 6-8 April 2022.
- Patel et al. To what extent does achievement of the best practice tariff explain between-hospital variation in hip fracture outcomes? Royal Osteoporosis Society, Osteoporosis Conference, Liverpool and online. 30 November-2 December 2020.
- REDUCE in the news:
- August: hip-fracture | News and features | University of Bristol https://www.bristol.ac.uk/news/2022/august/hip-fracture.html
- Hip fracture care too slow in some hospitals, study says - BBC News https://www.bbc.co.uk/news/health-62726051
Toolkit development for REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentation). Working with the Royal Osteoporosis Society, the findings have informed the development of the REDUCE Hip Fracture Service Implementation Toolkit (https://theros.org.uk/healthcare-professionals/hip-fractures).
DARS-NIC-334549-B1Y6X-v1.4 28 September 2020 to 27 September 2023
- Title
- REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study (Work package 1)
- Commercial
- No
- Sublicensing
- No
- Datasets
- 5
- Files released
- 17
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-334549-B1Y6X-v0.7
Text removed is struck through; text added is underlined. Unchanged paragraphs are summarised rather than repeated.
| Field | Was | Became |
|---|---|---|
| Start date | 2020-09-28 | |
| End date | 2023-09-27 | |
| HES:Civil Registration (Deaths) bridge: sensitivity | Sensitive |
Processing activities
Under this agreement, the patient cohort will be provided for linkage by
[13 words unchanged]
other role and receive no linked data) who will supply NHS number,
Gender,
Sex,
Date Of Birth
(DOB)
(DOB), NHFD date of hip fracture admission
and
Postcode to NHS Digital.
postcode (match within +/- 32 days of the admission date).
The University of Bristol will receive a patient level pseudonymised extract of HES/Civil Registration mortality data linked to NHFD data.
[3 paragraphs unchanged]
1. The patient cohort will be provided for linkage by Crown Informatics
[11 words unchanged]
other role and receive no linked data) who will supply NHS number,
Gender, DOB
Sex, Date Of Birth (DOB), NHFD date of hip fracture admission
and postcode
(match within +/- 32 days of the admission date)
to NHS Digital.
[10 paragraphs unchanged]
Benefits reported
Stated in the previous version and removed here.
Yielded Benefits is not a requirement for new applications.
Unchanged: Objective for processing, Expected output, Expected measurable benefits.
Objective for processing
The research group based at the University of Bristol requires HES and mortality data linked to National Hip Fracture Database (NHFD) data, for the purpose of investigating sources of variation in the delivery of hip fracture care and its effects on patient outcomes for the REDUCE study. This study is being undertaken at the Musculoskeletal Research Unit (MRU) within the University of Bristol.
Each year in the UK approximately 80,000 older adults fracture a hip, incurring £1.2 billion in direct medical costs alone and conveying a 30% 1-year mortality and a 22% reduction in quality-of-life. Fracture services are provided through complex multidisciplinary organisational structures. Despite UK standards and guidelines, the research group and others have shown substantial variation in hospital delivery of hip fracture care, potentially reflecting local organisational legacies and lack of commissioning expertise. Nationally, there is wide variation in hip fracture outcomes between hospitals (e.g. mortality, functional recovery, requirement for institutionalised care); whilst in part explained by patient-level risk factors, it is hypothesized that organisational factors are responsible for unwarranted variation in fracture care pathways and hence patient outcomes. Understanding sources of variation in care delivery (i.e. healthcare access), its effects on patient outcomes (i.e. inequity), permits service-level interventions to reduce unwarranted variation, maximise health equity and ultimately improve patient experience.
Researchers will analyse NHFD-HES-mortality data which covers hospitals in England, together with multiple publicly available organisational-level audits and data sources which characterise each service providing care to patients with hip fractures. The research group will quantify organisational capacity to manage fragility fractures, including delivery of emergency, orthopaedic, orthogeriatric, anaesthetic, nursing, and rehabilitation services. Statistical analyses using multi-level models, will identify the organisational factors that are responsible for the greatest variation in patient outcomes (e.g. death, length of hospital stay, osteoporosis treatment, hospital readmission's) and which typify care pathways with high-quality, consistent outcomes. Health Cost analyses will calculate NHS resource, in the year following hip fracture, attributable to organisational factors.
The research group at the MRU recently performed and published two analyses of HES data, examining inequalities in hip fracture incidence in England over the previous 14 years, and by geographic region (see https://www.ncbi.nlm.nih.gov/pubmed/28965213 and https://www.ncbi.nlm.nih.gov/pubmed/29945041). These papers examine patient-level factors. The REDUCE study follows on from this work and aims to examine how organisational-level factors explain avoidable variation in hip fracture care.
The researchers require data for processing under General Data Protection Regulation Article 6(1) (e) and Article 9(2) (j). The researchers believe that this research is in the public interest as findings will inform future commissioning/ service planning priorities for hip fracture care; provide hospital summary reports outlining their strengths and vulnerabilities; inform national review processes for hip fracture services; and together with a new Toolkit, this programme will minimize avoidable variation in fracture care and improve the quality of care for patients across the UK. The REDUCE study is a 3.5-year funded programme of work which commenced the 1st Oct 2019. It consists of three work packages. This application is for disseminated data for Work package 1:
Work package 1 (WP1)
Data are requested from the NHFD (which records all hip fractures in the NHS in England and Wales), linked to national Hospital Episodes Statistics (HES) providing clinical, surgical, anaesthetic and hospital admissions data, linked to data from the Civil Registration which records deaths, requested from NHS Digital. (For hospitals in Wales the research group have a similar dataset from the NHS Wales Informatics Service, Patient Episode Database for Wales.) To these datasets the research group will link audit and publicly available data sources, detailing how fracture services are delivered at each hospital. This will include for example, how busy the hospital’s emergency department is each year and how often patients are delayed before being found a bed, how many orthopaedic surgeons, orthogeriatricians and specialist fracture nurses each hospital employs, whether weekend orthogeriatrician cover is routine, how frequently anaesthetics for hip fracture are given by senior anaesthetists, how much post-operative physiotherapy is usually delivered, what access to rehabilitation beds is available, whether services have routine multi-disciplinary clinical governance meetings, whether bone density scanning equipment is available on site, and much more. The research group will determine which components of these hospital services account for poor patient outcomes, and which services successfully lead to good patient outcomes (both will need specific evaluation in work package 2 and will inform work package 3). There are dependencies between WP1 and WP 2 and 3.
Outputs from WP1 will:
(1) determine which four hospitals will be visited for the semi-structured interviews in WP2.
(2) identify the key organisational components impacting patient outcomes. These will be included in the WP2 semi-structured interview topic guide, to identify the best delivery models for these components of care, and barriers and facilitators to implementation.
(3) identify which organisational components of the hip fracture care pathway to focus on for the WP3 Implementation Toolkit.
(4) inform the Toolkit cost-benefit calculator for WP3 through cost analysis.
These analyses will allow The research group to distinguish between how much of these patient outcomes are explained by the health of the patient themselves and how much by the hospital services which they encounter. The research group will consider ‘competing outcomes’, e.g. a service may appear to have a short length of hospital stay, but this is explained by a high rate of early death; The research group will take such factors into account in the analyses.
The research group will provide reports for each hospital treating hip fracture in England summarising their performance using aggregated data. The research group will calculate how much is spent financially on patients in the year after hip fracture, and specifically how much is attributable to the different services hip fracture patients receive (HES Admitted Patient Care, Outpatients and Accident and Emergency). Summaries of these financial calculations will inform development of work package 3.
Work package 2 (WP2)
First, The research group will visit two hospitals with high and two hospitals with low variation in performance and conduct detailed interviews with all principal members of their hip fracture teams to understand the barriers faced by hospital services when trying to provide consistent high-quality fracture care, and the solutions that some hospitals have found which enable them to perform to a higher standard. Second, the research group will analyse 20 detailed reports which have been produced by the British Orthopaedic Association (BOA) over the last 6 years. These reports have been produced when underperforming UK hospitals have requested a ‘peer-review’, so that they can improve their hip fracture service. These reports also include a series of recommendations made by the multi-disciplinary assessment team; however, they have never been collectively analysed. There will be common themes and solutions (“lessons learnt”) in these reports which the research group believe will be of benefit to other hospitals, and which they plan to identify to inform of the outputs.
Work package 3 (WP3)
The research group will work with the Royal Osteoporosis Society (ROS) who have established experience developing Toolkits for use by hospital managers, clinical leads, and service commissioners; they have many years of experience in driving quality improvement initiatives within the osteoporosis field. Together the research group will develop an ‘Implementation Toolkit’ which will be freely available online and provide a series of instructions and guides (i.e. ‘tools’) for managers, clinical leads and commissioners to use to improve their hospital hip fracture services, encompassing service redesign/restructuring, organisational culture, and approaches to improve efficient use of limited healthcare resources. Tools will include a service improvement guide, a resource to help write a business case, a cost calculator to help budget savings versus expenditure, and a project plan. The research group will launch this Toolkit with the ROS, the British Orthopaedic Association (BOA) and the Royal College of Physicians (RCP). The ROS will provide ongoing free online access and maintenance of this Toolkit beyond the duration of this study through its website.
This application is for Work package 1 with these specific aims:
1. To determine which organisational-level factors account for patient-level outcomes (e.g. mortality, osteoporosis treatment, functional recovery, institutionalisation, re admissions and length of stay) after hip fractures across England. Mortality following a hip fracture will include deaths inside and outside hospital, based on Civil registration mortality data.
2. To calculate health costs attributable to hip fracture, incurred in the year following hip fracture, e.g. due to readmission's, long ‘super-spell’ length of stay.
The University of Bristol request linked patient-level data without personal information to enable the above analyses.
Data subjects include all men and women aged 60+ years who sustain a hip fracture, admitted to an English hospital from 1st April 2016 to 31st March 2019. However, additional HES APC data from the 1st April 2013 - 31st March 2020 are required because HES APC data for 3 years prior to the hip fracture episode and 1 year post hip fracture episode are necessary to calculate comorbidities and to derive outcomes.
The University of Bristol has considered data minimization and has taken steps to ensure the data requested are justified and limited to patients in England diagnosed in 2016-19 with hip fracture or matching the NHFD. The study team will provide a list of diagnosis ICD codes which relate to fracture of the hip (femur) and restrict the request to only those patients with these specific fractures.
In order to capture all episodes of hip fracture the researchers will use the list of diagnosis ICD codes which relate to fracture of the hip. ICD10 codes are being requested on top of the audit cohort because it will help to pick up anyone who was not captured in the audit data but had presented with the same clinical need. This HES/CRD dataset will be linked to NHFD data. It is expected that the HES/CRD extract will contain episodes not matched to NHFD data, because some hospitals may not have fail-safe systems established to capture every single hip fracture that occurs (e.g. may miss one admitted on a Sunday). It is essential to have hip fractures determined by ICD codes to allow verification of the proportion of hip fractures captured by the NHFD, and to determine how the hip fracture care pathways and outcomes compare for the group of individuals not included in the NHFD data (as those not included may be looked after by systems that are not so efficient in their care). Hip fracture is very painful and usually results in hip fracture surgery during the same episode of care, it is recommended that surgery take place within 36 hours of admission. Of note only a small proportion (<5% have a hip replacement, most are fixed using other types of operative fixation).
The University of Bristol requires details of all of the data subjects' episodes of inpatient care 3 years prior to the hip fracture episode, to understand their past medical history to see if the individuals have comorbidities. It is not feasible to limit the types of previous hospital episodes to specific ICD codes as this would bias the findings of the study.
The University of Bristol is requesting all inpatient hospital episodes and linked mortality data after the individual’s hip fracture and mortality data up to 2020, to calculate mortality, readmission (e.g.re-fracture/re operation, follow-up care), length of total hospital stay, and for calculation of health service costs post hip fracture. The date of death will enable researchers to accurately censor the patients within the survival and health costs analysis e.g. when investigating the true rate of readmission's (i.e. someone who has died cannot be readmitted).
HES APC, Outpatients, and Accident & Emergency data from 2016 - 2020 are required to derive costs to the NHS for hip fracture care in admitted patient and outpatient care and unplanned admission rates in the year following hip fracture. The research team will cost NHS resources used in the year post hip fracture, using ICD10 and OPSC4 (Intervention & Procedure) codes and spell durations, to derive Healthcare Resource Group (HRG) codes for inpatient stays and readmissions. Clinic codes will identify further outpatient and Emergency Department visits. The research team will value resources using Department of Health reference costs [References: Leal J, Gray AM, Prieto-Alhambra D, et al. Impact of hip fracture on hospital care costs: a population-based study. Osteoporosis International 2016; 27(2): 549-58 and Department of Health. NHS reference costs, 2016] and follow the statistical multiple imputation model to impute missing cost data.
Linked NHFD data are required for more detailed information regarding the hospital stay and discharge destination after hip fracture.
National data are required in order for the results to be generalizable, for all hip fractures and treating hospitals to be included and avoid selection bias. The number of years requested is necessary to account for trends in outcomes and changes in services and is limited to a specific time period. There is no alternative, less intrusive ways of achieving the study purpose.
The sole Data Controller is the University of Bristol. The Data Processor is the University of Bristol. Of the REDUCE quantitative study team, only substantive employees of the University of Bristol will access the disseminated data and only for the purposes described in this document.
The role of non-University of Bristol personnel or organisations involved in the wider REDUCE study, as described in the study protocol, have solely advisory responsibilities, contributing to the interpretation and implementation of aggregated findings, no data access/processing would be undertaken by them and all decisions about data analysis would remain with the University.
This research is funded by the research charity Versus Arthritis (VA). The funder has no role in the study design, data collection and analysis, and decision to publish, or preparation of any manuscripts.
Expected output
Throughout all stages of this programme, the research team will engage with key stakeholders including NHS managers, healthcare professionals, patients and the public for interpretation, dissemination, and direct communication of the main findings. This will be facilitated through collaborations including those with the Royal Osteoporosis Society and Patient and Public Involvement (PPI) representation.
The following list shows the outputs that will be disseminated using the data received from NHS Digital specific to work package 1.
1) REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentations)
2) Health costs associated with REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentations)
3) Toolkit development for REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentation)
4) Provision of hospital trust summary reports (n=173), with bench-marking against national standards to hospital managers. Online publication of these reports 12 months later.
However, as mentioned there are dependencies between WP1, WP 2 and 3, which include: WP1 will inform the Implementation Toolkit development, and qualitative work package.
New freely available Implementation Toolkit for service leads to inform improved hip fracture care (developed with and maintained online by the Royal Osteoporosis Society).
Revised evidence-base to support the current British Orthopaedic Association hospital peer-review process.
These will be delivered sequentially over the course of the 3.5-year programme with the first publication targeted for submission by the end of 2020. The types of journals to be targeted will depend on the nature of the findings.
The intention is for aims 1) and 2) to produce at least one peer-reviewed published paper (target journals include: The BMJ, Osteoporosis International, Journal of Bone and Mineral Research) and at least one conference abstract for national/international presentation (target conferences: The Royal Osteoporosis Society conference, the European Fragility Fracture Network conference, The Bone Research Society, the American Society of Bone and Mineral Research).
All outputs will adhere to the HES analysis guide so that data are only shown in aggregate form with small numbers suppressed.
The research team will work alongside charities and learned societies to disseminate the findings of this study using established platforms that include social media such as Twitter and a study website, as more patients are now turning to these resources for information about hip fracture care. The research team will develop Plain English summaries of findings for communication to patients and members of the public.
This research is funded by the research charity Versus Arthritis (VA) and hence the research group will work with the VA publicity office to disseminate the research findings.
The data produced by this study will inform Public Health England (PHE), for whom elimination of health inequalities is a priority target. One of the leaders of the study is well placed as National Hip Fracture Database (NHFD) clinical lead to feedback the findings to key stakeholders, such as the Royal College of Physicians. Findings will further be disseminated by the NHFD Publications and Scientific Committee, of which the applicant is chair.
Disseminating outputs to commissioners, operational managers and change agents
The commissioning landscape is changing with CCGs working together in communities that express their aims and priorities through plans for integrated care, including the integration of falls and fracture services, such as the Fracture Liaison Service (FLS). It is the research groups assessment that the precise arrangements for commissioning, including job roles, organisational structure, funding flows and so on will change during the course of this research. The research group will adopt a flexible approach to dissemination, led by the Royal Osteoporosis Society (ROS) which has skill and capacity in this area.
Disseminating outputs to health care professionals
There is a well-developed and well-motivated cohort of clinicians working in the fields of osteoporosis and fracture care. The ROS has a team of professionals and a set of networks and activities already in place that engages with this community.
Disseminating outputs for patients and the public
The outputs of this research will be hugely valuable in creating messages and information products directed at very large groups including patients with diagnosed disease; people at higher risk of fragility fracture; and the wider public. Accurate and compelling information on standards of hip fracture care help to create a favourable climate for change through mechanisms such as membership of health and well-being boards; membership of foundation trusts; messages about what patients should expect from their hip fracture teams in terms of standards of care (to compliment current NHFD patient standards); and messages about the potential for improving fractures services through a proven and cost-effective service model.
Disseminating outputs to collaborators and stakeholders
Close work with collaborators and stakeholders will enable wide dissemination of findings and the Toolkit to ‘coalface service users.
The interim expected time frame for completion of the data processing, production and dissemination of the outputs would be 24 months, with a further 18 months retention of data after this to respond to changes based on peer-review comments from journals and from funding bodies.
DARS-NIC-334549-B1Y6X-v0.7 20 August 2020 to 19 August 2023
- Title
- REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study (Work package 1)
- 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)
Objective for processing
The research group based at the University of Bristol requires HES and mortality data linked to National Hip Fracture Database (NHFD) data, for the purpose of investigating sources of variation in the delivery of hip fracture care and its effects on patient outcomes for the REDUCE study. This study is being undertaken at the Musculoskeletal Research Unit (MRU) within the University of Bristol.
Each year in the UK approximately 80,000 older adults fracture a hip, incurring £1.2 billion in direct medical costs alone and conveying a 30% 1-year mortality and a 22% reduction in quality-of-life. Fracture services are provided through complex multidisciplinary organisational structures. Despite UK standards and guidelines, the research group and others have shown substantial variation in hospital delivery of hip fracture care, potentially reflecting local organisational legacies and lack of commissioning expertise. Nationally, there is wide variation in hip fracture outcomes between hospitals (e.g. mortality, functional recovery, requirement for institutionalised care); whilst in part explained by patient-level risk factors, it is hypothesized that organisational factors are responsible for unwarranted variation in fracture care pathways and hence patient outcomes. Understanding sources of variation in care delivery (i.e. healthcare access), its effects on patient outcomes (i.e. inequity), permits service-level interventions to reduce unwarranted variation, maximise health equity and ultimately improve patient experience.
Researchers will analyse NHFD-HES-mortality data which covers hospitals in England, together with multiple publicly available organisational-level audits and data sources which characterise each service providing care to patients with hip fractures. The research group will quantify organisational capacity to manage fragility fractures, including delivery of emergency, orthopaedic, orthogeriatric, anaesthetic, nursing, and rehabilitation services. Statistical analyses using multi-level models, will identify the organisational factors that are responsible for the greatest variation in patient outcomes (e.g. death, length of hospital stay, osteoporosis treatment, hospital readmission's) and which typify care pathways with high-quality, consistent outcomes. Health Cost analyses will calculate NHS resource, in the year following hip fracture, attributable to organisational factors.
The research group at the MRU recently performed and published two analyses of HES data, examining inequalities in hip fracture incidence in England over the previous 14 years, and by geographic region (see https://www.ncbi.nlm.nih.gov/pubmed/28965213 and https://www.ncbi.nlm.nih.gov/pubmed/29945041). These papers examine patient-level factors. The REDUCE study follows on from this work and aims to examine how organisational-level factors explain avoidable variation in hip fracture care.
The researchers require data for processing under General Data Protection Regulation Article 6(1) (e) and Article 9(2) (j). The researchers believe that this research is in the public interest as findings will inform future commissioning/ service planning priorities for hip fracture care; provide hospital summary reports outlining their strengths and vulnerabilities; inform national review processes for hip fracture services; and together with a new Toolkit, this programme will minimize avoidable variation in fracture care and improve the quality of care for patients across the UK. The REDUCE study is a 3.5-year funded programme of work which commenced the 1st Oct 2019. It consists of three work packages. This application is for disseminated data for Work package 1:
Work package 1 (WP1)
Data are requested from the NHFD (which records all hip fractures in the NHS in England and Wales), linked to national Hospital Episodes Statistics (HES) providing clinical, surgical, anaesthetic and hospital admissions data, linked to data from the Civil Registration which records deaths, requested from NHS Digital. (For hospitals in Wales the research group have a similar dataset from the NHS Wales Informatics Service, Patient Episode Database for Wales.) To these datasets the research group will link audit and publicly available data sources, detailing how fracture services are delivered at each hospital. This will include for example, how busy the hospital’s emergency department is each year and how often patients are delayed before being found a bed, how many orthopaedic surgeons, orthogeriatricians and specialist fracture nurses each hospital employs, whether weekend orthogeriatrician cover is routine, how frequently anaesthetics for hip fracture are given by senior anaesthetists, how much post-operative physiotherapy is usually delivered, what access to rehabilitation beds is available, whether services have routine multi-disciplinary clinical governance meetings, whether bone density scanning equipment is available on site, and much more. The research group will determine which components of these hospital services account for poor patient outcomes, and which services successfully lead to good patient outcomes (both will need specific evaluation in work package 2 and will inform work package 3). There are dependencies between WP1 and WP 2 and 3.
Outputs from WP1 will:
(1) determine which four hospitals will be visited for the semi-structured interviews in WP2.
(2) identify the key organisational components impacting patient outcomes. These will be included in the WP2 semi-structured interview topic guide, to identify the best delivery models for these components of care, and barriers and facilitators to implementation.
(3) identify which organisational components of the hip fracture care pathway to focus on for the WP3 Implementation Toolkit.
(4) inform the Toolkit cost-benefit calculator for WP3 through cost analysis.
These analyses will allow The research group to distinguish between how much of these patient outcomes are explained by the health of the patient themselves and how much by the hospital services which they encounter. The research group will consider ‘competing outcomes’, e.g. a service may appear to have a short length of hospital stay, but this is explained by a high rate of early death; The research group will take such factors into account in the analyses.
The research group will provide reports for each hospital treating hip fracture in England summarising their performance using aggregated data. The research group will calculate how much is spent financially on patients in the year after hip fracture, and specifically how much is attributable to the different services hip fracture patients receive (HES Admitted Patient Care, Outpatients and Accident and Emergency). Summaries of these financial calculations will inform development of work package 3.
Work package 2 (WP2)
First, The research group will visit two hospitals with high and two hospitals with low variation in performance and conduct detailed interviews with all principal members of their hip fracture teams to understand the barriers faced by hospital services when trying to provide consistent high-quality fracture care, and the solutions that some hospitals have found which enable them to perform to a higher standard. Second, the research group will analyse 20 detailed reports which have been produced by the British Orthopaedic Association (BOA) over the last 6 years. These reports have been produced when underperforming UK hospitals have requested a ‘peer-review’, so that they can improve their hip fracture service. These reports also include a series of recommendations made by the multi-disciplinary assessment team; however, they have never been collectively analysed. There will be common themes and solutions (“lessons learnt”) in these reports which the research group believe will be of benefit to other hospitals, and which they plan to identify to inform of the outputs.
Work package 3 (WP3)
The research group will work with the Royal Osteoporosis Society (ROS) who have established experience developing Toolkits for use by hospital managers, clinical leads, and service commissioners; they have many years of experience in driving quality improvement initiatives within the osteoporosis field. Together the research group will develop an ‘Implementation Toolkit’ which will be freely available online and provide a series of instructions and guides (i.e. ‘tools’) for managers, clinical leads and commissioners to use to improve their hospital hip fracture services, encompassing service redesign/restructuring, organisational culture, and approaches to improve efficient use of limited healthcare resources. Tools will include a service improvement guide, a resource to help write a business case, a cost calculator to help budget savings versus expenditure, and a project plan. The research group will launch this Toolkit with the ROS, the British Orthopaedic Association (BOA) and the Royal College of Physicians (RCP). The ROS will provide ongoing free online access and maintenance of this Toolkit beyond the duration of this study through its website.
This application is for Work package 1 with these specific aims:
1. To determine which organisational-level factors account for patient-level outcomes (e.g. mortality, osteoporosis treatment, functional recovery, institutionalisation, re admissions and length of stay) after hip fractures across England. Mortality following a hip fracture will include deaths inside and outside hospital, based on Civil registration mortality data.
2. To calculate health costs attributable to hip fracture, incurred in the year following hip fracture, e.g. due to readmission's, long ‘super-spell’ length of stay.
The University of Bristol request linked patient-level data without personal information to enable the above analyses.
Data subjects include all men and women aged 60+ years who sustain a hip fracture, admitted to an English hospital from 1st April 2016 to 31st March 2019. However, additional HES APC data from the 1st April 2013 - 31st March 2020 are required because HES APC data for 3 years prior to the hip fracture episode and 1 year post hip fracture episode are necessary to calculate comorbidities and to derive outcomes.
The University of Bristol has considered data minimization and has taken steps to ensure the data requested are justified and limited to patients in England diagnosed in 2016-19 with hip fracture or matching the NHFD. The study team will provide a list of diagnosis ICD codes which relate to fracture of the hip (femur) and restrict the request to only those patients with these specific fractures.
In order to capture all episodes of hip fracture the researchers will use the list of diagnosis ICD codes which relate to fracture of the hip. ICD10 codes are being requested on top of the audit cohort because it will help to pick up anyone who was not captured in the audit data but had presented with the same clinical need. This HES/CRD dataset will be linked to NHFD data. It is expected that the HES/CRD extract will contain episodes not matched to NHFD data, because some hospitals may not have fail-safe systems established to capture every single hip fracture that occurs (e.g. may miss one admitted on a Sunday). It is essential to have hip fractures determined by ICD codes to allow verification of the proportion of hip fractures captured by the NHFD, and to determine how the hip fracture care pathways and outcomes compare for the group of individuals not included in the NHFD data (as those not included may be looked after by systems that are not so efficient in their care). Hip fracture is very painful and usually results in hip fracture surgery during the same episode of care, it is recommended that surgery take place within 36 hours of admission. Of note only a small proportion (<5% have a hip replacement, most are fixed using other types of operative fixation).
The University of Bristol requires details of all of the data subjects' episodes of inpatient care 3 years prior to the hip fracture episode, to understand their past medical history to see if the individuals have comorbidities. It is not feasible to limit the types of previous hospital episodes to specific ICD codes as this would bias the findings of the study.
The University of Bristol is requesting all inpatient hospital episodes and linked mortality data after the individual’s hip fracture and mortality data up to 2020, to calculate mortality, readmission (e.g.re-fracture/re operation, follow-up care), length of total hospital stay, and for calculation of health service costs post hip fracture. The date of death will enable researchers to accurately censor the patients within the survival and health costs analysis e.g. when investigating the true rate of readmission's (i.e. someone who has died cannot be readmitted).
HES APC, Outpatients, and Accident & Emergency data from 2016 - 2020 are required to derive costs to the NHS for hip fracture care in admitted patient and outpatient care and unplanned admission rates in the year following hip fracture. The research team will cost NHS resources used in the year post hip fracture, using ICD10 and OPSC4 (Intervention & Procedure) codes and spell durations, to derive Healthcare Resource Group (HRG) codes for inpatient stays and readmissions. Clinic codes will identify further outpatient and Emergency Department visits. The research team will value resources using Department of Health reference costs [References: Leal J, Gray AM, Prieto-Alhambra D, et al. Impact of hip fracture on hospital care costs: a population-based study. Osteoporosis International 2016; 27(2): 549-58 and Department of Health. NHS reference costs, 2016] and follow the statistical multiple imputation model to impute missing cost data.
Linked NHFD data are required for more detailed information regarding the hospital stay and discharge destination after hip fracture.
National data are required in order for the results to be generalizable, for all hip fractures and treating hospitals to be included and avoid selection bias. The number of years requested is necessary to account for trends in outcomes and changes in services and is limited to a specific time period. There is no alternative, less intrusive ways of achieving the study purpose.
The sole Data Controller is the University of Bristol. The Data Processor is the University of Bristol. Of the REDUCE quantitative study team, only substantive employees of the University of Bristol will access the disseminated data and only for the purposes described in this document.
The role of non-University of Bristol personnel or organisations involved in the wider REDUCE study, as described in the study protocol, have solely advisory responsibilities, contributing to the interpretation and implementation of aggregated findings, no data access/processing would be undertaken by them and all decisions about data analysis would remain with the University.
This research is funded by the research charity Versus Arthritis (VA). The funder has no role in the study design, data collection and analysis, and decision to publish, or preparation of any manuscripts.
Expected output
Throughout all stages of this programme, the research team will engage with key stakeholders including NHS managers, healthcare professionals, patients and the public for interpretation, dissemination, and direct communication of the main findings. This will be facilitated through collaborations including those with the Royal Osteoporosis Society and Patient and Public Involvement (PPI) representation.
The following list shows the outputs that will be disseminated using the data received from NHS Digital specific to work package 1.
1) REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentations)
2) Health costs associated with REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentations)
3) Toolkit development for REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study. (Journal article and conference presentation)
4) Provision of hospital trust summary reports (n=173), with bench-marking against national standards to hospital managers. Online publication of these reports 12 months later.
However, as mentioned there are dependencies between WP1, WP 2 and 3, which include: WP1 will inform the Implementation Toolkit development, and qualitative work package.
New freely available Implementation Toolkit for service leads to inform improved hip fracture care (developed with and maintained online by the Royal Osteoporosis Society).
Revised evidence-base to support the current British Orthopaedic Association hospital peer-review process.
These will be delivered sequentially over the course of the 3.5-year programme with the first publication targeted for submission by the end of 2020. The types of journals to be targeted will depend on the nature of the findings.
The intention is for aims 1) and 2) to produce at least one peer-reviewed published paper (target journals include: The BMJ, Osteoporosis International, Journal of Bone and Mineral Research) and at least one conference abstract for national/international presentation (target conferences: The Royal Osteoporosis Society conference, the European Fragility Fracture Network conference, The Bone Research Society, the American Society of Bone and Mineral Research).
All outputs will adhere to the HES analysis guide so that data are only shown in aggregate form with small numbers suppressed.
The research team will work alongside charities and learned societies to disseminate the findings of this study using established platforms that include social media such as Twitter and a study website, as more patients are now turning to these resources for information about hip fracture care. The research team will develop Plain English summaries of findings for communication to patients and members of the public.
This research is funded by the research charity Versus Arthritis (VA) and hence the research group will work with the VA publicity office to disseminate the research findings.
The data produced by this study will inform Public Health England (PHE), for whom elimination of health inequalities is a priority target. One of the leaders of the study is well placed as National Hip Fracture Database (NHFD) clinical lead to feedback the findings to key stakeholders, such as the Royal College of Physicians. Findings will further be disseminated by the NHFD Publications and Scientific Committee, of which the applicant is chair.
Disseminating outputs to commissioners, operational managers and change agents
The commissioning landscape is changing with CCGs working together in communities that express their aims and priorities through plans for integrated care, including the integration of falls and fracture services, such as the Fracture Liaison Service (FLS). It is the research groups assessment that the precise arrangements for commissioning, including job roles, organisational structure, funding flows and so on will change during the course of this research. The research group will adopt a flexible approach to dissemination, led by the Royal Osteoporosis Society (ROS) which has skill and capacity in this area.
Disseminating outputs to health care professionals
There is a well-developed and well-motivated cohort of clinicians working in the fields of osteoporosis and fracture care. The ROS has a team of professionals and a set of networks and activities already in place that engages with this community.
Disseminating outputs for patients and the public
The outputs of this research will be hugely valuable in creating messages and information products directed at very large groups including patients with diagnosed disease; people at higher risk of fragility fracture; and the wider public. Accurate and compelling information on standards of hip fracture care help to create a favourable climate for change through mechanisms such as membership of health and well-being boards; membership of foundation trusts; messages about what patients should expect from their hip fracture teams in terms of standards of care (to compliment current NHFD patient standards); and messages about the potential for improving fractures services through a proven and cost-effective service model.
Disseminating outputs to collaborators and stakeholders
Close work with collaborators and stakeholders will enable wide dissemination of findings and the Toolkit to ‘coalface service users.
The interim expected time frame for completion of the data processing, production and dissemination of the outputs would be 24 months, with a further 18 months retention of data after this to respond to changes based on peer-review comments from journals and from funding bodies.
Benefits reported
Yielded Benefits is not a requirement for new applications.
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-334549-B1Y6X-v0.7, DARS-NIC-334549-B1Y6X-v1.4
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December 2022
Register-wide edit DARS-NIC-334549-B1Y6X-v0.7, DARS-NIC-334549-B1Y6X-v1.4 — 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. -
October 2023
1 version added: DARS-NIC-334549-B1Y6X-v2.3
Cite this page
NHS England (2026) Data Uses Register, September 2026 edition, agreement DARS-NIC-334549-B1Y6X, “REducing unwarranted variation in the Delivery of high qUality hip fraCture services in England and Wales; the REDUCE study (Work package 1)”. Read via NHS Data Access Explorer (unofficial), https://healthdatauses.uk/agreements/dars-nic-334549-b1y6x/ (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-334549-B1Y6X to see the original rows.