Evidence map›Paper›PMID 41331429›Full record

ArticleBMC psychology2025

Relationship between physical exercise and quality of life in Chinese college students: the chain mediating effect of psychological flourishing and optimistic intelligence.

Jianlin Zhang, Huahua An, Yonggang Li, Xiao Du, Linqiang Yang

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In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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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

5 authors.

Jianlin ZhangPhysical Education Department, Lanzhou Jiaotong University, Lanzhou, 730000, China. 569556805@qq.com.
Huahua AnLanzhou Petrochemical General Hospital(The fourth affiliated Hospital of Gansu University of Chinese Medicine), Lanzhou, 730000, China.
Yonggang LiPhysical Education Department, Lanzhou Jiaotong University, Lanzhou, 730000, China.
Xiao DuPhysical Education Department, Lanzhou Jiaotong University, Lanzhou, 730000, China.
Linqiang YangPhysical Education Department, Lanzhou Jiaotong University, Lanzhou, 730000, China.

Funding

The Youth Science Fund Program of Lanzhou Jiaotong University 2025043The Youth Science Fund Program of Lanzhou Jiaotong University 2025044
6 · The paper itself

Abstract

backgroundWhile physical exercise is known to enhance college students' quality of life the underlying psychological mechanisms remain underexplored. Specifically, it is unclear how positive psychological constructs sequentially mediate this relationship. This study addresses this gap by proposing and testing a chain mediation model, investigating whether physical exercise fosters psychological flourishing, which in turn enhances optimistic intelligence, ultimately leading to improved college students' quality of life. This model provides a novel, process-oriented perspective on the benefits of physical activity.

methodsThe Physical Activity Rating Scale(PARS-3), World Health Organization Quality of Life Brief Scale (WHOQOL-BREF), Optimistic Intelligence Quotient (OQ), Flourishing Scale(FS) were used to conduct a random sampling survey among 1660 college students in China. After excluding invalid responses, 1,594 participants were included. The data were analyzed via correlation, regression, and PROCESS 3.4 bootstrapping (5,000 samples, 95% CI), controlling for sex and age.

resultsPhysical exercise significantly predicted quality of life both directly (β = 0.051, p < .001) and indirectly through psychological flourishing (20.61% of the total effect), optimistic intelligence (25.45%), and sequential chain mediation (23.03%). The total indirect effect accounted for 69.09% of the variance explained.

conclusionPhysical exercise can directly promote the improvement of college students' quality of life and can also indirectly enhance it not only through the mediating effect of psychological flourishing and optimistic intelligence, but also through the chain mediating effect of the two. These results provide a theoretical reference for college students to improve their quality of life and mental health education.

Indexed as

ExerciseIntelligenceOptimismQuality of LifeStudentsAdolescentAdultChinaFemaleHumansMaleSurveys and QuestionnairesUniversitiesYoung AdultCollege studentsOptimistic intelligencePhysical exercisePsychological flourishingQuality of life

Identifiers

PMID41331429
PMCPMC12777336

What OpenQuestion holds

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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.