Evidence map›Paper›PMID 40869805›Full record

ArticleInternational journal of environmental research and public health2025

The Association Between Physical Activity and Frailty: China Health and Retirement Longitudinal Study (CHARLS).

Wupeng Yin, Ximeng Zhao, Ayodele Tyndall, Nan Hu

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 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.

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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. 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

4 authors.

Wupeng YinDepartment of Biostatistics, FIU Robert Stempel College of Public Health and Social Work, Miami, FL 33199, USA.ORCID 0009-0006-4907-0220
Ximeng ZhaoDepartment of Epidemiology, FIU Robert Stempel College of Public Health and Social Work, Miami, FL 33199, USA.
Ayodele TyndallDepartment of Dietetics and Nutrition, FIU Robert Stempel College of Public Health and Social Work, Miami, FL 33199, USA.ORCID 0009-0002-0725-4284
Nan HuDepartment of Biostatistics, FIU Robert Stempel College of Public Health and Social Work, Miami, FL 33199, USA.ORCID 0000-0002-7828-4221

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWith China's rapidly aging population, frailty has become a growing concern among older adults. Physical activity (PA) is known to mitigate frailty-related decline, yet few studies have examined these associations longitudinally.

methodsUsing five waves (2011-2020) of CHARLS data, we analyzed Chinese adults aged 60+ to assess the association between frailty-measured by a frailty index (FI)-and PA across various types (light, moderate, vigorous, total, and leisure). A generalized linear mixed-effects model was used, adjusting for demographic, socioeconomic, and health-related factors.

resultsAll PA types were significantly associated with lower odds of concurrent frailty, including light (OR = 0.37), moderate (OR = 0.37), vigorous (OR = 0.40), total (OR = 0.23), and leisure PA (OR = 0.56). Lagged PA also predicted reduced frailty risk over time, except for light PA.

conclusionRegular PA is linked to a lower risk of frailty among older Chinese adults. These findings underscore the importance of sustained PA as a strategy to promote healthy aging and inform public health interventions for this population.

Indexed as

ExerciseFrail ElderlyFrailtyAgedAged, 80 and overChinaFemaleHumansLongitudinal StudiesMaleMiddle AgedRetirementagingChina Health and Retirement Longitudinal Studyfrailtyfrailty indexlongitudinal studyphysical activity

Identifiers

PMID40869805
PMCPMC12385851

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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.