ArticleBMC geriatrics2022
The dynamics of frailty development and progression in older adults in primary care in England (2006-2017): a retrospective cohort profile.
Article in BMC geriatrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04139278 (The Dynamics of Frailty in Older People), which is not on this map. Cited by 33 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Dynamics of Frailty in Older People: Modelling Impact on Health Care Demand and Outcomes to Inform Service Planning and Commissioning
Who cites it
33 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Treatment-modifying effects of frailty on stroke reperfusion therapy outcomes: a systematic review and meta-analysis.Age and ageing · 2026Pooled it
- Association of frailty and mortality risk in community-dwelling older adults: a systematic review and meta-analysis of 59 international prospective cohort studies.BMC public health · 2026Pooled it
- Association between Drug Therapy and Risk of Incident Frailty: A Systematic Review.Annals of geriatric medicine and research · 2024Pooled it
- In older adults undergoing surgical fixation or arthroplasty following upper limb fractures, does frailty predict post-operative complications and mortality? A systematic review and meta-analysis.JSES reviews, reports, and techniques · 2026Review
- Association between dietary protein intake and frailty index among home-dwelling older adults; an 8-year follow-up study.The journal of nutrition, health & aging · 2026Article
- Projected trends in frailty prevalence and associated health service use and costs in the over-50s in England, 2025 to 2040: a simulation modelling study.Age and ageing · 2026Article
- Transoral Robotic Surgery (TORS) for Head and Neck Cancer in the Elderly Population: Functional Outcomes, Survival, and Complications.Head & neck · 2026Article
- Improving care for older patients living with frailty: a collaborative approach to creating the DANFRAIL quality database.European geriatric medicine · 2026Article
- Evaluating the association of physical frailty with cognitive impairment: a clinical perspective in older adults of Bangladesh.BMC geriatrics · 2026Article
- Comparing Hospital-Free Days by Frailty Status for Patients Undergoing Surgical Intervention for Cardiovascular Disease.Journal of the American College of Surgeons · 2025Article
- Uncovering the multivariate genetic architecture of frailty with genomic structural equation modeling.Nature genetics · 2025Article
- Intrarater and Interrater Reliability and Concurrent Validity of the 3-Meter Backward Walk Test in Non-frail, Pre-frail, and Frail Older Adults in Residential Care Homes.Physical therapy · 2025Article
- Prevalence and severity of frailty amongst middle-aged and older adults conveyed to hospital by ambulance between 2010 and 2017 in Wales.Age and ageing · 2025Article
- Review
- Exploring readiness for advance care planning in Japan: A qualitative interview study with older adults with frailty, family caregivers, and health and social care practitioners in the homecare setting.Palliative care and social practice · 2025Article
- Age does not improve the predictive ability of the Hospital Frailty Risk Score for length of stay.PloS one · 2025Article
- Using routine health care data to develop and validate a system dynamics simulation model of frailty trajectories in an ageing population.Health systems (Basingstoke, England) · 2025Article
- Article
- Development and validation of an electronic frailty index in a national health maintenance organization.Aging · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
16 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundFrailty is a common condition in older adults and has a major impact on patient outcomes and service use. Information on the prevalence in middle-aged adults and the patterns of progression of frailty at an individual and population level is scarce. To address this, a cohort was defined from a large primary care database in England to describe the epidemiology of frailty and understand the dynamics of frailty within individuals and across the population. This article describes the structure of the dataset, cohort characteristics and planned analyses.
methodsRetrospective cohort study using electronic health records. Participants were aged ≥50 years registered in practices contributing to the Oxford Royal College of General Practitioners Research and Surveillance Centre between 2006 to 2017. Data include GP practice details, patient sociodemographic and clinical characteristics, twice-yearly electronic Frailty Index (eFI), deaths, medication use and primary and secondary care health service use. Participants in each cohort year by age group, GP and patient characteristics at cohort entry are described.
resultsThe cohort includes 2,177,656 patients, contributing 15,552,946 person-years, registered at 419 primary care practices in England. The mean age was 61 years, 52.1% of the cohort was female, and 77.6% lived in urban environments. Frailty increased with age, affecting 10% of adults aged 50-64 and 43.7% of adults aged ≥65. The prevalence of long-term conditions and specific frailty deficits increased with age, as did the eFI and the severity of frailty categories.
conclusionA comprehensive understanding of frailty dynamics will inform predictions of current and future care needs to facilitate timely planning of appropriate interventions, service configurations and workforce requirements. Analysis of this large, nationally representative cohort including participants aged ≥50 will capture earlier transitions to frailty and enable a detailed understanding of progression and impact. These results will inform novel simulation models which predict future health and service needs of older people living with frailty. STUDY REGISTRATION: Registered on www.clinicaltrials.gov October 25th 2019, NCT04139278 .
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.