Evidence map›Paper›PMID 42482731›Full record

ArticleFrontiers in psychology2026

A variable- and person-centered study of physical exercise volume and psychological flourishing among Chinese college students: serial indirect associations of self-compassion and body appreciation and latent profile analysis.

Qiuxia Wan, Tian Gao, Fang Wang, Qianxiao Zhang

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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. Cited by 1 paper.

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1 citing paper in PubMed.

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5 · Who and what money

Authors and funding

4 authors.

Qiuxia WanSchool of Sports Training, Chengdu Sport University, Chengdu, China.
Tian GaoFaculty of Education, Shinawatra University, Sam Khok, Thailand.
Fang WangCollege of Teacher Education, Batangas State University, Batangas, Philippines.
Qianxiao ZhangCollege of Sports and Great Health, Sichuan Technology and Business University, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Promoting psychological flourishing among college students is a central goal of positive mental health research. Guided by an embodied positive psychology perspective, this cross-sectional study examined the association between physical exercise volume and psychological flourishing among Chinese college students, focusing on indirect associations through self-compassion and body appreciation and on heterogeneity in positive self-body relationship profiles. Methods: A total of 2,401 students from 15 universities in Sichuan Province, China, completed measures of physical exercise volume, self-compassion, body appreciation, and psychological flourishing. Structural equation modeling was used to examine direct, specific indirect, and serial indirect associations. Latent profile analysis was used to identify configurations of self-compassion dimensions and body appreciation, and R3STEP and BCH analyses were used to examine associations with physical exercise volume and differences in psychological flourishing. Results: Physical exercise volume was positively associated with psychological flourishing. Significant indirect associations were observed via self-compassion, body appreciation, and the serial association through self-compassion and body appreciation. The indirect association via self-compassion was larger than that via body appreciation. Four profiles were identified: low self-compassion-low body appreciation, high self-compassion-high body appreciation, mindfulness-dominant moderate, and low-mindfulness moderate. Higher physical exercise volume was associated with lower odds of the low self-compassion-low body appreciation profile and higher odds of the high self-compassion-high body appreciation profile relative to the low-mindfulness moderate profile. Psychological flourishing was highest in the high self-compassion-high body appreciation profile, lowest in the low self-compassion-low body appreciation profile, and intermediate and statistically comparable in the two moderate profiles. Conclusion: Integrating average-level indirect associations with person-centered self-body configurations provides a more nuanced account of the relationship between physical exercise and psychological flourishing among college students. Given the cross-sectional design, the findings should be interpreted as theoretically meaningful associations rather than causal mechanisms.

Indexed as

body appreciationChinese college studentslatent profile analysisphysical exercise volumepsychological flourishingself-compassionserial indirect associations

Identifiers

PMID42482731
PMCPMC13384882

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