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April 28, 2026SHILAP Revista de lepidopterología0 citationsOpen Access

The impact of physical exercise on the flourishing level of vocational college students: an analysis based on random forest regression algorithm and moderated mediation model

FMFan-zheng MuFujian Normal UniversityMLMing-Jia LiBeijing Sport UniversityLLLi-Han LinFujian Normal University

Key Points

  • This research investigates how physical exercise influences flourishing levels in vocational college students, focusing on mediating variables of personality and emotional states.
  • Multistage sampling design involving 11,388 vocational college students from mainland China.
  • Assessment of associations among physical exercise, sensory processing sensitivity, depression-happiness, relational energy, and flourishing.
  • Analysis conducted using random forest regression algorithm and moderated mediation model.
  • Physical exercise showed a significant negative direct association with flourishing (exact metrics not provided).
  • Indirect associations were found through sensory processing sensitivity and depression-happiness, suggesting psychological pathways.
  • Relational energy was a significant moderator in the relationship between depression-happiness and flourishing.

Abstract

This study examined the associations among physical exercise, sensory processing sensitivity, depression–happiness, relational energy, and flourishing in vocational college students, with a focus on the serial mediating roles of sensory processing sensitivity and depression–happiness and the moderating role of relational energy. Using a multistage sampling design, 11,388 vocational college students from mainland China were surveyed. Physical exercise did not show a significant direct positive association with flourishing, but did so indirectly through sensory processing sensitivity and depression–happiness. Relational energy significantly moderated the association between depression, happiness, and flourishing. After controlling for gender, grade, and BMI, physical exercise showed a significant negative direct association with flourishing. These findings suggest that the benefits of physical exercise for flourishing operate primarily through personality, emotional, and interpersonal pathways.

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Cite This Study

Mu et al. (2026) studied this question.

synapsesocial.com/papers/69f04d9f727298f751e71f8ahttps://doi.org/10.3389/fpubh.2026.1778344
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