Evidence map›Paper›PMID 40768633›Full record

ArticleAging and disease2025

Cognitive Frailty and Health Care Utilization and Costs Among Middle-Aged and Older Adults: Findings from Four Longitudinal Cohort Studies.

Yemin Yuan, Zhenyu Shi, Xiaolong Guan, Yiqi Xia, Yanshang Wang, Huaxin Si, Ping He

Abstract read
In one paragraph

Article in Aging and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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.

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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Yemin YuanSchool of Public Health, Peking University, Beijing, 100191, China.
Zhenyu ShiSchool of Public Health, Peking University, Beijing, 100191, China.
Xiaolong GuanSchool of Public Health, Peking University, Beijing, 100191, China.
Yiqi XiaSchool of Public Health, Peking University, Beijing, 100191, China.
Yanshang WangSchool of Public Health, Peking University, Beijing, 100191, China.
Huaxin SiSchool of Public Health, Peking University, Beijing, 100191, China.
Ping HeChina Center for Health Development Studies, Peking University, Beijing, 100191, China.

Funding

The Mexican Health and Aging Study - IIR01AG018016 · NIA · UNIVERSITY OF TEXAS MED BR GALVESTON · PI Rebeca Wong · 1999 to 2026
$22.6M
NIA NIH HHS R01 AG018016
6 · The paper itself

Abstract

Health care systems need better strategies to identify older adults at risk for costly care to select target populations for interventions to reduce health care burden. Cognitive impairment and frailty are among the two most common geriatric syndromes. We examined the association between cognitive frailty and health care utilization and costs. Participants aged 50 and over were drawn from four prospective cohorts of aging, including the China Health and Retirement Longitudinal Study (CHARLS), the Korean Longitudinal Study of Aging (KLoSA), the Mexican Health and Aging Study (MHAS), and the Survey of Health, Ageing and Retirement in Europe (SHARE). We classified participants according to their cognitive impairment and frailty status into the following groups: none, only cognitive impairment, only frailty and cognitive frailty. We used negative binomial regression models and sample selection models to explore the association between cognitive frailty and health care utilization and costs. Compared to participants without cognitive impairment and frailty, participants in the only frailty or cognitive frailty groups had higher average annual outpatient visits and inpatient admissions. Only cognitive impairment was significantly negatively associated with the probability of outpatient visits or out-of-pocket (OOP) costs. Only frailty was significantly associated with a higher probability of outpatient visits or more OOP costs. The association between cognitive frailty and outpatient visits varied by cohort. In KLoSA, cognitive frailty was associated with a lower probability of outpatient visits, whereas the other three cohorts show the opposite. Cognitive frailty was associated with higher outpatient costs in CHARLS, KLoSA and MHAS. Only frailty and cognitive frailty were associated with a higher likelihood of inpatient admission in each cohort, and they were also linked to higher inpatient costs in both KLoSA and SHARE. But cognitive frailty was associated with lower inpatient costs in MHAS. This study highlights the significant positive association between cognitive frailty and health care utilization and OOP costs in most countries. By recognizing the multifaceted nature of cognitive impairment and frailty, healthcare providers and policymakers can work towards more effective interventions and support systems that address the needs of middle-aged and older adults, ultimately improving their quality of life and reducing health care costs.

Indexed as

Cognitive DysfunctionFrail ElderlyFrailtyHealth Care CostsPatient Acceptance of Health CareAgedAged, 80 and overAgingChinaFemaleHumansLongitudinal StudiesMaleMiddle AgedProspective Studies

Identifiers

PMID40768633
PMCPMC13437102

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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.