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.
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.
What it found
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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.
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Who cites it
1 citing paper in PubMed.
- Examining the Impact of Perceived and Objective Cognitive Function on Social Participation in Individuals With Multiple Sclerosis.Archives of physical medicine and rehabilitation · 2026Article
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7 authors.
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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.
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