Evidence map›Paper›PMID 42682444›Full record

ArticleFrontiers in psychology2026

Physical activity relates to adolescent social anxiety: evidence from a structural equation model involving resilience and self-efficacy.

Ning Wang, Ye Chen, Mengmeng Li, Jifan Yang, Fangting Chen, Yijie Shi, Rujun Lv, Mariusz Lipowski

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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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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Ning WangDepartment of Physical Education, Lanzhou Institute of Technology, Lanzhou, Gansu, China.
Ye ChenSchool of Business, China West Normal University, Nanchong, China.
Mengmeng LiChongqing Metropolitan College of Science and Technology, Chongqing, China.
Jifan YangJinding First Primary School, Zhuhai High tech Zone, Zhuhai, China.
Fangting ChenJingyang Primary School, Zhuhai High tech Zone, Zhuhai, China.
Yijie ShiGdansk University of Physical Education and Sport, Gdansk, Poland.
Rujun LvZhongshan University Affiliated Houhuan Primary School in the High-tech Zone of Zhuhai City, Zhuhai, China.
Mariusz LipowskiWSB Merito University in Gdansk, Gdansk, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Physical activity is consistently associated with reduced anxiety in adolescents, yet the psychological mechanisms underlying this association remain unclear. This study examined whether resilience and self-efficacy independently and sequentially mediated the association between physical activity and social anxiety. Methods: A cross-sectional design was used with 986 Chinese adolescents. Physical activity, resilience, self-efficacy, and social anxiety were assessed using validated scales (PARS-3, CD-RISC, GSES, and SASC). Structural equation modeling was conducted in R, and indirect effects were tested using bias-corrected bootstrap procedures with 5,000 resamples. Results: Physical activity was significantly associated with lower social anxiety both directly (β = -0.420, Conclusions: These findings are consistent with a model in which resilience functions as a proximal correlate linking physical activity to lower social anxiety, whereas general self-efficacy did not emerge as a significant mediator in this cross-sectional sample. Given the study design and the modest incremental fit of the model, these pathways should be read as theoretically plausible associations rather than causal effects. The results nonetheless underscore the potential value of fostering resilience within physical activity interventions, and they identify longitudinal designs and domain-specific efficacy measures as priorities for future research.

Indexed as

adolescentsphysical activityresilienceself-efficacysocial anxiety

Identifiers

PMID42682444
PMCPMC13529522

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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.