Evidence map›Paper›PMID 41853831›Full record

ArticleFrontiers in psychology2026

Research on adolescents' digital sports participation behavior based on the UTAUT2 model: the mediating role of virtual-real integration.

Jiying Wu, Bowen Zhang

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. 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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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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5 · Who and what money

Authors and funding

2 authors.

Jiying WuSchool of Management and Journalism, Shenyang Sport University, Shenyang, China.
Bowen ZhangDepartment of Physical Education, Northeastern University, Shenyang, Liaoning, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Drawing on the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) and technological affordances theory, this study constructs a theoretical model to investigate key factors influencing adolescents' digital sports participation and its underlying mechanisms. With virtual-real integration as the core mediating variable, we examine how five antecedents-performance expectancy, effort expectancy, social influence, facilitating conditions, and hedonic motivation-affect active and deep sports participation through this mediator. Methods: Data were collected from 417 adolescent participants using validated scales. Structural equation modeling was employed to test the proposed relationships, including direct and mediating effects. Results: The results confirm that virtual-real integration serves as a critical behavioral mechanism linking technology affordances to digital sports participation. The UTAUT2 core variables demonstrate universal explanatory power, though their influence pathways diverge. Specifically, performance expectancy's effect on deep participation is fully mediated by virtual-real integration; facilitating conditions has no direct effect on either participation behavior, with its influence entirely mediated through virtual-real integration. The model explains 50.7%, 51.5%, and 43.1% of the variance in virtual-real integration, active participation, and deep participation, respectively, indicating strong explanatory power. Discussion: By introducing virtual-real integration as a behavioral construct, this study extends the theoretical boundaries of UTAUT2, providing explanations and empirical evidence for the transformation process from technology acceptance to deep sports participation among adolescents. The findings offer insights for designers, educators, and policymakers: prioritize features that foster virtual-real integration, leverage community influence to establish blended online-offline sports communities, and improve accessibility conditions to support integrated behaviors, thereby effectively promoting technology-integrated sports activities among adolescents.

Indexed as

adolescentsdigital sports participationstructural equation modelingUTAUT2virtual-real integration

Identifiers

PMID41853831
PMCPMC12992322

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LicenceCC BY
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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.