Evidence map›Paper›PMID 40357484›Full record

ArticleFrontiers in psychology2025

The impact of sports preferences on physical activity participation among college students: the mediating role of sports achievement emotions and exercise motivation.

Yi Sun, Yang Zhao, Jie Yang

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

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  5. "Frontiers in sports and active living · 2026
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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

3 authors.

Yi SunCollege of Basic Medicine, Jining Medical University, Jining, Shandong, China.
Yang ZhaoDepartment of Chinese and History, City University of Hong Kong, Kowloon, Hong Kong SAR, China.
Jie YangSchool of Sport and Health, Shandong Sport University, Jinan, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: College students commonly exhibit low levels of physical activity participation, which not only impacts physical health but also negatively affects mental well-being and academic performance. Although existing research has focused on the effects of sports preference, sports achievement emotions, and exercise motivation on physical activity participation, the interactive mechanisms among these three factors have yet to be systematically explored. Objective: This study aims to investigate how college students' sports preferences, sports achievement emotions, and exercise motivation influence physical activity participation through mediating effects. Methods: A cross-sectional questionnaire survey was conducted online, recruiting 801 undergraduates (58.18% female). The study utilized a sports preference scale, a sports achievement emotion questionnaire, an exercise motivation scale, and the number of days per week of moderate-to-vigorous physical activity to measure the variables. After controlling for demographic characteristics, mediation effect analysis was performed using Stata 17.0. Results: Sports preferences (SP) had a significant positive direct effect on physical activity participation (PAP) among college students ( Conclusion: College students' sports preferences significantly predict physical activity participation, with positive sports achievement emotions and exercise motivation playing crucial roles as mediators and chain mediators. Future research should incorporate longitudinal designs or intervention experiments and include more diverse evaluation indicators to further validate and extend the findings of this study.

Indexed as

exercise motivationnegative sports achievement emotionsphysical activity participationpositive sports achievement emotionssports preference

Identifiers

PMID40357484
PMCPMC12066791

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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.