ArticleBMC geriatrics2016
The prevalence and health consequences of frailty in a population-based older home care cohort: a comparison of different measures.
Article in BMC geriatrics, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03609658 (Integrated Approach to Patient and Family Engagement for Advance Care Planning for Vulnerable Older Adult Within an Accountable Care Organization), which is not on this map. Cited by 47 papers, 2 of them syntheses that pooled it.
What it found
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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.
Integrated Approach to Patient and Family Engagement for Advance Care Planning for Vulnerable Older Adult Within an Accountable Care Organization (ACO)
Who cites it
47 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Nutritional status improvement in elderly CKD patients: a systematic review.International urology and nephrology · 2021Pooled it
- Association between Statins Prescribed for Primary and Secondary Prevention and Major Adverse Cardiac Events among Older Adults with Frailty: A Systematic Review.Drugs & aging · 2020 · on this mapPooled it
- Intrinsic capacity trajectories and health outcomes in home care settings: a Canadian population-based cohort study.Age and ageing · 2026Article
- Characteristics of long stay home care clients' acute care use who live with frailty in Alberta, Canada: A retrospective cohort study.PloS one · 2026Article
- Frailty indices based on routinely collected data: a scoping review.The Journal of frailty & aging · 2025Article
- Facility-Level Variation of Resident Loneliness in Assisted Living and Associated Organizational Context Factors: A Repeated Cross-Sectional Study.International journal of geriatric psychiatry · 2025Article
- Informal Caregiving: Health System Cost Implications.Western journal of nursing research · 2025Article
- Associations between specialized dementia care, COVID-19 and central nervous system medication use in assisted living: a population-based repeated cross-sectional study.BMC geriatrics · 2024Article
- Factors Associated with Frailty in Older Adults in Community and Nursing Home Settings: A Systematic Review with a Meta-Analysis.Journal of clinical medicine · 2024Review
- Article
- Antipsychotic Medication Use Among Newly Admitted Long-term Care Residents During the COVID-19 Pandemic in Canada.Health services insights · 2024Article
- The role of geriatric syndromes in predicting unplanned hospitalizations: a population-based study using Minimum Data Set for Home Care.BMC geriatrics · 2023Article
- Inter-provincial variation in older home care clients and their pathways: a population-based retrospective cohort study in Canada.BMC geriatrics · 2023Article
- The association between receipt of home care rehabilitation services and acute care hospital utilization in clients with multimorbidity following an acute care unit discharge: a retrospective cohort study.BMC health services research · 2023Article
- Metabolic Impact of Frailty Changes Diabetes Trajectory.Metabolites · 2023Review
- External validation of the hospital frailty risk score among hospitalised home care clients in Canada: a retrospective cohort study.Age and ageing · 2023Article
- Development and validation of an individual-based state-transition model for the prediction of frailty and frailty-related events.PloS one · 2023Article
- Which anticoagulant is safest for frail elderly patients with nonvalvular A-fib?The Journal of family practice · 2022Article
- Classifying home care clients' risk of unplanned hospitalization with the resident assessment instrument.European geriatric medicine · 2022Article
- Prediction of Mortality in Older Hospitalized Patients after Discharge as Determined by Comprehensive Geriatric Assessment.International journal of environmental research and public health · 2022Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
backgroundEvaluating different approaches to identifying frail home care clients at heightened risk for adverse health outcomes is an important but understudied area. Our objectives were to determine the prevalence and correlates of frailty (as operationally defined by three measures) in a home care cohort, the agreement between these measures, and their predictive validity for several outcomes assessed over one year.
methodsWe conducted a retrospective cohort study with linked population-based administrative and clinical (Resident Assessment Instrument [RAI]) data for all long-stay home care clients (aged 66+) assessed between April 2010-2013 in Ontario, Canada (n = 234,552). We examined two versions of a frailty index (FI), a full and modified FI, and the CHESS scale, compared their baseline characteristics and their predictive accuracy (by calculating the area under the ROC curve [AUC]) for death, long-term care (LTC) admission, and hospitalization endpoints in models adjusted for age, sex and comorbidity.
resultsFrailty prevalence varied by measure (19.5, 24.4 and 44.1 %, for full FI, modified FI and CHESS, respectively) and was similar among female and male clients. All three measures were associated with a significantly increased risk of death, LTC admission and hospitalization endpoints in adjusted analyses but their addition to base models resulted in modest improvement for most AUC estimates. There were significant differences between measures in predictive accuracy, with the full FI demonstrating a higher AUC for LTC admission and CHESS a higher AUC for hospitalization - although none of the measures performed well for the hospitalization endpoints.
conclusionsThe different approaches to detecting vulnerability resulted in different estimates of frailty prevalence among home care clients in Ontario. Although all three measures were significant predictors of the health outcomes examined, the gains in predictive accuracy were often modest with the exception of the full FI in predicting LTC admission. Our findings provide some support for the clinical utility of a comprehensive FI measure and also illustrate that it is feasible to derive such a measure at the population level using routinely collected data. This may facilitate further research on frailty in this setting, including the development and evaluation of interventions for frailty.
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