Evidence map›Paper›PMID 41975409›Full record

ArticleBMC health services research2026

Societal cost of frailty in Singapore: an overview to the cost of healthcare and informal caregiving for frail older adults by frailty status, a cross-sectional study.

Ze Ling Nai, Woan Shin Tan, Robin Choo, Grace Sum, Siew Fong Goh, Wee Shiong Lim, Yew Yoong Ding, Geriatric Services Hub Programme Group

Abstract read
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Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

8 authors.

Ze Ling NaiGeriatric Education & Research Institute, 2 Yishun Central 2, Singapore, 768024, Singapore. nai.ze.ling@geri.com.sg.
Woan Shin TanGeriatric Education & Research Institute, 2 Yishun Central 2, Singapore, 768024, Singapore.
Robin ChooGeriatric Education & Research Institute, 2 Yishun Central 2, Singapore, 768024, Singapore.
Grace SumGeriatric Education & Research Institute, 2 Yishun Central 2, Singapore, 768024, Singapore.
Siew Fong GohGeriatric Education & Research Institute, 2 Yishun Central 2, Singapore, 768024, Singapore.
Wee Shiong LimGeriatric Education & Research Institute, 2 Yishun Central 2, Singapore, 768024, Singapore.
Yew Yoong DingGeriatric Education & Research Institute, 2 Yishun Central 2, Singapore, 768024, Singapore.
Geriatric Services Hub Programme Group

Funding

Ministry of Health -Singapore HSPD Project Number 19X01
6 · The paper itself

Abstract

backgroundFrailty is expected to increase in prevalence internationally. With many older adults experiencing progressive functional decline and limitations in activities of daily living, family caregivers’ contributions to support frail older adults is likely to be substantial. Hence, this study aims to quantify the societal cost of caring for a community-based frail population by frailty status and to examine factors related to societal cost in a frail population.

methodsOur sample included 199 community-dwelling frail older adults. Data were collected as part of a mixed methods evaluation study for a frailty management programme in Singapore. All participants received a comprehensive geriatric assessment and were categorised using the Clinical Frailty Scale (CFS) as CFS4 (very mildly frail), CFS5 (mildly frail) and CFS6-7 (moderate to severely frail). Sociodemographic variables were collected at baseline. Participant self-reported cost data included direct healthcare, direct non-healthcare and informal caregiver resource use 6-months post-enrolment. Descriptive statistics, the Kruskal Wallis test and generalised linear modelling (GLM) was conducted.

resultsThe average societal cost per participant was £4,468, with direct healthcare, direct non-healthcare and informal caregiving costs accounting for 19.8%, 6.9% and 73.3% of the average total societal cost respectively. As CFS increased, there was an increase in the proportion of total societal cost due to informal caregiving cost, and a corresponding decline attributable to direct healthcare cost. The GLM results suggest that participants with CFS5 and CFS6-7 spent 61% to 272% more than participants with CFS4. Ethnicity and higher SES (housing type) were also predictive of total societal cost.

conclusionThis study highlights the total societal cost associated with frailty and the importance of informal caregivers (both family and Migrant Domestic Workers) in caring for frail older adults. Frailty prevention and management, as well as greater support for informal caregivers are recommended.

Indexed as

CaregiversCost of IllnessFrail ElderlyFrailtyHealth Care CostsAgedAged, 80 and overCross-Sectional StudiesFemaleGeriatric AssessmentHumansMaleSingaporeCaregiving costsClinical frailty scaleCommunity-dwelling older adultsComprehensive geriatric assessmentHealthcare costsInformal caregiving

Identifiers

PMID41975409
PMCPMC13198044

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LicenceCC BY-NC-ND
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Registered trials

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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.