Evidence map›Paper›PMID 42177225›Full record

ArticleScientific reports2026

Longitudinal effects of physical activity on university students' mental health via self-efficacy and the moderating role of peer support.

Renjie Ma, Hongyuan Liu, Mengyu Shi, Qiuhan Zhu

Abstract read
In one paragraph

Article in Scientific reports, 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

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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

4 authors.

Renjie MaSchool of Marxism, Zhengzhou University, Zhengzhou, 450001, China.
Hongyuan LiuSupercomputing Center in Zhengzhou, Zhengzhou University, Zhengzhou, 450001, China.
Mengyu ShiPhysical Education and Training Institute, Capital University of Physical Education and Sports, Beijing, 102600, China.
Qiuhan ZhuSchool of Kinesiology and Physical Education, Zhengzhou University, Zhengzhou, 450001, China. zhuqiuhan@zzu.edu.cn.

Funding

Research on the Resilience of Urban Community Sports Social Organizations in China and the Modernization of Their Governance Capacity 23CTY011
6 · The paper itself

Abstract

To investigate the longitudinal mechanisms through which physical activity (PA) impacts students' mental health (well-being and emotional problems), and to systematically test the mediating role of self-efficacy alongside the moderating role of peer support. A two-wave longitudinal panel design with a 5-month time lag was conducted among 847 Chinese university students. Validated and culturally adapted scales were utilized to precisely assess physical activity (incorporating PE course exertion), well-being, emotional problems, general self-efficacy, and perceived peer support. Data were analyzed using Mplus 8.3 to construct cross-lagged panel models and longitudinal moderated mediation models, rigorously controlling for baseline variables and demographic covariates. (1) Cross-lagged analyses demonstrated that T1 physical activity significantly and positively predicted T2 well-being (β = 0.15, p < 0.01) and negatively predicted T2 emotional problems (β = -0.12, p < 0.01), with no significant reverse causality paths identified. (2) Longitudinal mediation analyses revealed that T2 self-efficacy fully mediated the pathways from physical activity to both mental health indicators, accounting for 61.8% and 64.3% of the total effects, respectively. Upon the inclusion of this mediator, the direct effects of physical activity on mental health were rendered non-significant. (3) Moderated mediation models confirmed that peer support significantly moderated the initial segment of the mediational chain (Physical Activity → Self-efficacy; interaction term β = 0.09, p < 0.01). Simple slope and conditional indirect effect analyses indicated that a high-level peer network synergistically amplified the efficiency with which physical activity translated into self-efficacy. Physical activity exerts a robust temporal protective effect on university students' mental health, a macro-level benefit realized primarily through the cultivation of deep-seated self-efficacy. Furthermore, a high-quality peer support environment serves as a critical socio-ecological catalyst that amplifies these psychological dividends. By partially addressing the temporal limitations of cross-sectional designs, this study provides empirical foundations for a psychologically-oriented paradigm shift in PE curricula and the development of cross-departmental synergistic interventions.

Indexed as

ExerciseMental HealthPeer GroupSelf EfficacySocial SupportStudentsAdolescentAdultFemaleHumansLongitudinal StudiesMaleUniversitiesYoung AdultCross-lagged panel modelLongitudinal studyMental healthPeer supportPhysical activitySelf-efficacy

Identifiers

PMID42177225
PMCPMC13415835

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LicenceCC BY-NC-ND
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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.