ArticleBMC psychology2026
The relationship between physical exercise and social media addiction among Chinese university students: a random intercept cross-lagged panel model analysis.
Article in BMC 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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Abstract
backgroundIn the digital era, Social Media Addiction has emerged as a prominent issue affecting the mental health of university students. Despite evidence linking physical exercise to lower Social Media Addiction, it remains unknown whether within-person changes in physical exercise actually predict subsequent changes in Social Media Addiction, and whether psychological resilience accounts for this link. Prior work is constrained by cross-sectional designs, the absence of a unified model integrating these three constructs, and reliance on traditional cross-lagged panel models that cannot separate between-person from within-person effects.
objectiveThis study employed a random intercept cross-lagged panel model (RI-CLPM) to examine the longitudinal relationships between physical exercise and Social Media Addiction among university students, and to test the mediating role of psychological resilience.
methodsA three-wave longitudinal study was conducted with 632 university students (M
resultsAt the between-person level, physical exercise was negatively associated with Social Media Addiction (β = -0.571). At the within-person level, bidirectional relationships were identified: physical exercise negatively predicted subsequent Social Media Addiction (β = -0.199 to -0.138), while Social Media Addiction negatively predicted subsequent physical exercise (β = -0.146 to -0.242). Psychological resilience significantly mediated the effect of physical exercise on Social Media Addiction (β = -0.115), but the reverse pathway was not significant.
conclusionPhysical exercise and Social Media Addiction demonstrate a reciprocal relationship at the within-person level, with psychological resilience serving as a significant mediator. Universities should integrate physical exercise into mental health promotion strategies to prevent Social Media Addiction.
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