Evidence map›Paper›PMID 42453455›Full record

ArticleFrontiers in psychology2026

Smartphone dependence and sport participation among Chinese adolescents: chain mediation by self-control and health beliefs and direct-path moderation by interpersonal support.

Yuanye Hu, Zixuan Yang, Xingjun Zhou

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Yuanye HuDepartment of Leisure Services Sports, Pai Chai University, Daejeon, Republic of Korea.
Zixuan YangDepartment of Leisure Services Sports, Pai Chai University, Daejeon, Republic of Korea.
Xingjun ZhouDepartment of Leisure Services Sports, Pai Chai University, Daejeon, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This cross-sectional study examined the association between smartphone dependence and sport participation among Chinese adolescents and assessed whether self-control, health beliefs, and interpersonal support were statistically related to this association. Methods: A total of 1,610 students in Grades 5-9 completed self-report measures of smartphone dependence, sport participation, self-control, health beliefs, and interpersonal support. Structural equation modeling with bootstrapping was used to test a theoretically specified chain mediation model involving self-control and health beliefs. A separate simple moderation analysis using PROCESS Model 1 examined whether interpersonal support moderated the direct association between smartphone dependence and sport participation. Results: Smartphone dependence was negatively associated with sport participation. Bootstrapped structural equation modeling indicated three significant cross-sectional indirect associations: through self-control, through health beliefs, and through the theoretically specified sequence of self-control and health beliefs. In the separate moderation analysis, interpersonal support moderated the direct association between smartphone dependence and sport participation. The negative association was more pronounced among adolescents reporting higher interpersonal support, suggesting that general perceived support may not necessarily function as sport-specific support. Conclusion: The findings identify self-regulatory, health-cognitive, and social-contextual correlates of sport participation in the context of smartphone dependence. Given the cross-sectional design, the results should be interpreted as statistical associations rather than causal or temporal processes. They may inform future longitudinal and intervention studies examining whether self-regulatory skills, sport-related health beliefs, and action-oriented support can promote adolescent sport participation.

Indexed as

adolescentshealth beliefsinterpersonal supportself-controlsmartphone dependencesport participation

Identifiers

PMID42453455
PMCPMC13368333

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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.