Evidence map›Paper›PMID 27388294›Full record

ArticleBMC geriatrics2016

The prevalence and health consequences of frailty in a population-based older home care cohort: a comparison of different measures.

Michael A Campitelli, Susan E Bronskill, David B Hogan, Christina Diong, Joseph E Amuah, Sudeep Gill, Dallas Seitz, Kednapa Thavorn, Walter P Wodchis, Colleen J Maxwell

Registry-linked trialAbstract readComparative Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT03609658 nacompletednot on this mapstarted 2018, after this paper: background citation

Integrated Approach to Patient and Family Engagement for Advance Care Planning for Vulnerable Older Adult Within an Accountable Care Organization (ACO)

TypeinterventionalSponsorWake Forest University Health SciencesRan2018 to 2019Enrolled146ConditionsAdvance Care PlanningArmsNurse Navigator Pathway, Usual Care
3 · Its place in the literature

Who cites it

47 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
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  7. Informal Caregiving: Health System Cost Implications.Western journal of nursing research · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Michael A CampitelliInstitute for Clinical Evaluative Sciences, 2075 Bayview Ave., Toronto, ON, M4N 3M5, Canada.
Susan E BronskillInstitute for Clinical Evaluative Sciences, 2075 Bayview Ave., Toronto, ON, M4N 3M5, Canada.
David B HoganDivision of Geriatric Medicine, University of Calgary, HSC-3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada.
Christina DiongInstitute for Clinical Evaluative Sciences, 2075 Bayview Ave., Toronto, ON, M4N 3M5, Canada.
Joseph E AmuahSchool of Epidemiology, Public Health & Preventive Medicine, University of Ottawa, 451 Smyth Road, Ottawa, ON, K1H 8M5, Canada.
Sudeep GillDepartment of Medicine, Queen's University and St Mary's of the Lake Hospital, 340 Union Street, Kingston, ON, K7L 5A2, Canada.
Dallas SeitzDivision of Geriatric Psychiatry, Queen's University and Providence Care, 752 King Street W., Kingston, ON, K7L 4X3, Canada.
Kednapa ThavornOttawa Hospital Research Institute, 501 Smyth Road, PO Box201B, Ottawa, ON, K1H 8L6, Canada.
Walter P WodchisInstitute of Health Policy Management & Evaluation, University of Toronto, 155 College Street, Toronto, ON, M5T 3M6, Canada.
Colleen J MaxwellSchools of Pharmacy and Public Health & Health Systems, University of Waterloo, 200 University Ave. W., Waterloo, ON, N2L 3G1, Canada. colleen.maxwell@uwaterloo.ca.

Funding

CIHR DRB-134053
6 · The paper itself

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.

Indexed as

AgedAged, 80 and overFemaleFrail ElderlyGeriatric AssessmentHealth Status DisparitiesHome Care ServicesHospitalizationHumansLong-Term CareMaleOntarioOutcome Assessment, Health CarePredictive Value of TestsPrevalenceReproducibility of ResultsFrailtyHealth outcomesHome careOlder adultsPredictive validity

Identifiers

PMID27388294
PMCPMC4937594

What OpenQuestion holds

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LicenceCC BY
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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.