Evidence map›Paper›PMID 41179512›Full record

ArticleFrontiers in sports and active living2025

The impact of wearable sports equipment on college students' physical exercise persistence: a mediated model of physical exercise motivation moderated by social support.

Yufeng Han, Sen Wang, Zhiwen Zhang, Junli Fan

Abstract read
In one paragraph

Article in Frontiers in sports and active living, 2025. 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

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

4 authors.

Yufeng Han *College of Physical Education, Jeonbuk National University, Jeonju, Republic of Korea.
Sen Wang *Zhengzhou Zhengdongxinqu Foreign Language School, Zhengzhou, Henan, China.
Zhiwen ZhangCollege of Economics and Management, Chongqing Vocational College of Transportation, Chongqing, China.
Junli FanCollege of Physical Education, Jeonbuk National University, Jeonju, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Under the strategic framework of "Healthy China," the issue of insufficient exercise adherence among college students has become increasingly prominent. As an emerging intervention tool, wearable sports equipment (WSE) holds potential in addressing this issue, yet its effectiveness may be influenced by exercise motivation and social support. Existing studies have primarily focused on the independent effects of technological interventions, with limited exploration of the psychosocial mechanisms involved. Objective: Drawing upon Self-Determination Theory and Social Support Theory, this study constructs a mediated model of exercise motivation to examine the mechanisms through which WSE influences exercise adherence among college students, with a particular focus on the mediating role of exercise motivation and the moderating effect of social support. Methods: A cross-sectional survey was conducted using stratified cluster sampling among 1,286 students from six universities across China. Core variables were measured using the Perceived Use of Wearable Equipment Scale, Exercise Adherence Scale, Exercise Motivation Scale, and Social Support Scale. Model 59 of the SPSS PROCESS macro was employed for data analysis. Results: WSE use significantly predicted exercise adherence ( Conclusion: WSE impacts exercise behavior through the synergistic interplay of exercise motivation and social support. Intervention strategies should be tailored according to individuals' levels of social support-those with low support should focus on strengthening motivational internalization, while those with high support may benefit more from the direct reinforcement of technological feedback. The findings provide a theoretical basis for optimizing health promotion strategies in higher education institutions.

Indexed as

exercise motivationmediation-moderationphysical exercise persistencesocial supportwearable sports equipment

Identifiers

PMID41179512
PMCPMC12575216

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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.