Evidence map›Paper›PMID 41612255›Full record

ArticleBMC public health2026

Promoting physical function in older adults via physical exercise from a health empowerment perspective: a chain mediation model of social participation and depression.

Heng Wang, Zhengguo Pei, Yangyang Liu, Rui Wang, Zicheng Jin, Xiaoyu Shi, Yuzhou Li

Abstract read
In one paragraph

Article in BMC public health, 2026. 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.

Heng WangCollege of Physical Education, Henan Normal University, Xinxiang, 453007, China. nmgwangh@163.com.
Zhengguo PeiCollege of Physical Education, Henan Normal University, Xinxiang, 453007, China.
Yangyang LiuCollege of Physical Education, Henan Normal University, Xinxiang, 453007, China.
Rui WangCollege of Physical Education, Henan Normal University, Xinxiang, 453007, China.
Zicheng JinCollege of Physical Education, Henan Normal University, Xinxiang, 453007, China.
Xiaoyu ShiCollege of Physical Education and Health, Yili Normal University, Yining, 835000, China.
Yuzhou LiCollege of Physical Education, Henan Normal University, Xinxiang, 453007, China.

Funding

Henan Yukai Scientific Instrument Co., Ltd. 5201069261009
6 · The paper itself

Abstract

backgroundWith the accelerating global trend of population aging, health problems among older adults have become a major public health challenge. Drawing on the theory of health empowerment, this study aimed to examine how physical exercise influences physical functioning in older adults through the chained mediating effects of social participation and depression, thereby clarifying its underlying mechanisms.

methodsData were obtained from the 2018 wave of the China Health and Retirement Longitudinal Study (CHARLS), including 3,527 individuals aged 60 years and above. Regression analyses were conducted using SPSS 29.0, and mediation effects were tested with the SPSS PROCESS macro (Model 6). Structural equation modeling with AMOS 28.0 was applied to evaluate the model fit and confirm the robustness of the mediation effects.

resultsStatistical analyses indicated that physical exercise was significantly associated with improved physical functioning among older adults (total effect β = −0.784, p < 0.01). The direct effect was β = −0.449 (57.27%), and the indirect effect was β = −0.335 (42.73%). Mediation tests showed that physical exercise indirectly improved physical functioning by enhancing social participation (β = −0.079, 10.08%) and by reducing depressive symptoms (β = −0.214, 27.30%). In addition, social participation exerted a chain-mediating effect via reductions in depressive symptoms (β = −0.042, 5.36%). The mediation model demonstrated good fit (χ²/df = 2.35, RMSEA = 0.072, IFI/TLI/CFI > 0.90), indicating satisfactory generalizability and predictive validity.

conclusionParticipation in physical exercise is statistically significantly associated with better physical functioning among older adults. The underlying mechanisms may involve multiple pathways. (1) a direct pathway related to improvements in physiological functions; (2) an indirect pathway through increased social participation and alleviated depressive symptoms, whereby greater social interaction and reduced negative affect indirectly promote physical functioning; (3) a potential chain-mediated pathway of “exercise participation → expanded social networks → improved mental health → optimized physical functioning.” It should be noted, however, that a cross-sectional design cannot establish causality; longitudinal or experimental studies are recommended to verify the directionality of these pathways.

Indexed as

DepressionEmpowermentExerciseHealth PromotionPhysical Functional PerformanceSocial ParticipationAgedChinaFemaleHumansLongitudinal StudiesMaleMediation AnalysisMiddle AgedDepression symptomsHealth empowermentOlder adultsPhysical exercisePhysical functionSocial participation

Identifiers

PMID41612255
PMCPMC12924610

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.