Evidence map›Paper›PMID 42453453›Full record

ArticleFrontiers in psychology2026

Associations between physical exercise and mental health among middle school students: potential psychosocial pathways and contextual heterogeneity from a healthy China perspective.

Juanhui Zhang, Yan Liu

Abstract read
In one paragraph

Article in Frontiers in psychology, 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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0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

The trial behind it

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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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5 · Who and what money

Authors and funding

2 authors.

Juanhui ZhangDepartment of Physical Education, Xinjiang University of Finance and Economics, Urumqi, China.
Yan LiuDepartment of Physical Education, Xinjiang University of Finance and Economics, Urumqi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Physical exercise has been increasingly linked to adolescent mental health, but less is known about the psychosocial pathways and contextual conditions underlying this association. This study examines the relationship between physical exercise and mental health among Chinese middle school students, focusing on academic stress, peer context, school sports facilities, and family economic status. Methods: Using data from the China Education Panel Survey, this study analyzed a final sample of 6,713 middle school students. Fixed-effects models were used to examine the association between exercise duration and mental health, controlling for individual, family, school, and city-level factors. Robustness checks, instrumental-variable analysis, mediation analysis, and heterogeneity analysis were further conducted. Results: Longer physical exercise duration was positively associated with better mental health. This association remained stable across alternative specifications. Mediation analyses suggested that academic stress and peer context may serve as potential psychosocial pathways. Specifically, longer exercise duration was associated with lower academic stress and more favorable peer-related contexts, which were in turn associated with better mental health. Heterogeneity analyses showed that the positive association was stronger among students attending schools with sports facilities and those from families with higher economic status. Discussion: These findings provide large-sample observational evidence on the association between physical exercise and adolescent mental health in China. They suggest that school-based physical activity may be linked to mental health through academic and peer context, while its benefits may vary across school and family resources. Given the observational and cross-sectional nature of the data, the findings should be interpreted as associations rather than causal effects.

Indexed as

academic stressfamily economic statusmental healthmiddle school studentspeer contextphysical exerciseschool sports facilities

Identifiers

PMID42453453
PMCPMC13368332

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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.