The impact of intention to adopt generative AI for exercise information on exercise adherence among Chinese college students: the mediating role of autonomous motivation and network analysis

This study explores the associations and potential mechanisms by which generative AI may relate to exercise adherence via autonomous motivation, supporting a theoretical pathway of "technology adoption-motivation internalization-behavior persistence." The findings offer a novel perspective on the theoretical associations underlying AI-enabled health behaviors and provide preliminary correlational evidence to inform the future design of generative AI applications for health interventions.

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Publication Details

Journal
Frontiers in Public Health
Published
2026-02-13
DOI
https://doi.org/10.3389/fpubh.2026.1754288
Citations
1
Primary Topic
Behavioral Health and Interventions
Type
article
Field-Weighted Citation Impact
40.10

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article

The impact of intention to adopt generative AI for exercise information on exercise adherence among Chinese college students: the mediating role of autonomous motivation and network analysis

Hao Gou, Luyao Xiang, Yuan Fang, Qunqun Sun et al.
1 citations
Frontiers in Public Health
Behavioral Health and Interventions
40.10
article

The impact of intention to adopt generative AI for exercise information on exercise adherence among Chinese college students: the mediating role of autonomous motivation and network analysis

Hao Gou, Luyao Xiang, Yuan Fang, Qunqun Sun, Faxiang Fan, Chang Hu
article en
1 citations

Abstract

This study explores the associations and potential mechanisms by which generative AI may relate to exercise adherence via autonomous motivation, supporting a theoretical pathway of "technology adoption-motivation internalization-behavior persistence." The findings offer a novel perspective on the theoretical associations underlying AI-enabled health behaviors and provide preliminary correlational evidence to inform the future design of generative AI applications for health interventions.

Frontiers in Public HealthVol. 14
Zunyi Medical University (CN), Qiannan Normal College For Nationalities (CN), Jiangxi Normal University (CN)
National Office for Philosophy and Social Sciences, Division of Undergraduate Education
Quality Education
Openalex Percentile: Top 0%
Behavioral Health and Interventions
40.10
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The impact of intention to adopt generative AI for exercise information on exercise adherence among Chinese college students: the mediating role of autonomous motivation and network analysis — Hao Gou, Luyao Xiang, et al. · Frontiers in Public Health (2026) | TGRS Research Map | TGRS