Evidence map›Paper›PMID 41642928›Full record

ArticlePloS one2026

The impact of college students' physical exercise on negative emotion: The chain mediating role of self-efficacy and smartphone addiction.

Rui Li, Hao-Yu Li, Hao-Jie Zuo, Jia-Meng Sun, Qi Liu, Chen-Xi Li, Ning Zhou, Bo Li, Mohamad Nizam Nazarudin

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Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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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

9 authors.

Rui LiFaculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.
Hao-Yu LiInstitute of Sports Science, Nantong University, Nantong, China.
Hao-Jie ZuoInstitute of Sports Science, Nantong University, Nantong, China.
Jia-Meng SunFaculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.
Qi LiuInstitute of Sports Science, Nantong University, Nantong, China.
Chen-Xi LiInstitute of Sports Science, Nantong University, Nantong, China.
Ning ZhouInstitute of Sports Science, Nantong University, Nantong, China.
Bo LiInstitute of Sports Science, Nantong University, Nantong, China.
Mohamad Nizam NazarudinFaculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.ORCID https://orcid.org/0009-0002-3005-247X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveAgainst the backdrop of widespread smartphone adoption, rising student stress levels, and the increasing prevalence of negative emotions, this study employs a chain-mediation model to investigate the relationship between physical exercise and negative emotions among university students. It further elucidates the mediating roles of self-efficacy and smartphone addiction in this association.

methodsData from the 2022 China Physical Activity and Health Longitudinal Survey (CPAHLS-CS) were used, involving a sample of 16,355 college students from East China and Central China. Measurements were taken using the Physical Activity Rating Scale (PARS-3), the Depression, Anxiety, and Stress Scale (DASS-21), the Physical Activity Self-Efficacy Scale (PASS), and the Mobile Phone Addiction Tendency Scale (MPATS). Descriptive analysis, correlation analysis, regression analysis, and chain mediation effect testing were performed using SPSS 27.0, Excel, and the PROCESS plugin, controlling for confounding variables such as gender, grade, region, and age.

resultsThe study found a significant negative correlation between physical exercise and negative emotions in university students (r = -0.564, p < 0.001). Self-efficacy and smartphone addiction both played significant mediating roles in the relationship between physical exercise and negative emotion. The mediation effects included independent mediation by self-efficacy and smartphone addiction, as well as a chain mediation effect between the two, with effect sizes of 0.005 and -0.017, respectively.

conclusionThis study offers a novel theoretical perspective on the relationship between physical exercise and negative emotions, elucidating the associations among physical exercise, self-efficacy, smartphone addiction, and negative emotions. The findings suggest that physical exercise may regulate negative emotions by enhancing self-efficacy and mitigating smartphone addiction, thereby providing empirical support for mental health intervention practices within the university student population.

Indexed as

EmotionsExerciseInternet Addiction DisorderSelf EfficacyStudentsAdolescentChinaCross-Sectional StudiesFemaleHumansLongitudinal StudiesMaleMental HealthPrevalenceSurveys and QuestionnairesUniversities

Identifiers

PMID41642928
PMCPMC12875471

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.