Determinants of Intention to Use Personalized Healthy Eating Information via Generative AI among Physical Activity Participants : An Extension of the Technology Acceptance Model Incorporating Trust and Relevance

This study examined the relationships among trust, relevance, perceived ease of use, perceived usefulness, and intention to use personalized healthy eating information provided by generative AI, focusing on individuals engaged in physical activity. The key findings are summarized as follows. First, trust in personalized healthy eating information provided by generative AI was found to have a positive effect on both perceived ease of use and perceived usefulness. Second, the relevance of personalized healthy eating information provided by generative AI was found to have a positive effect on trust. Third, the relevance of personalized healthy eating information provided by generative AI was found to have a positive effect on perceived usefulness. Fourth, perceived ease of use positively affected perceived usefulness. Fifth, trust in personalized healthy eating information did not significantly influence the intention to use. Sixth, both perceived ease of use and perceived usefulness positively influenced the intention to use personalized healthy eating information provided by generative AI.

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Publication Details

Journal
Korean Journal of Sports Science
Published
2025-12-31
DOI
https://doi.org/10.35159/kjss.2025.8.34.6.897
Primary Topic
Behavioral Health and Interventions
Type
article
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article

Determinants of Intention to Use Personalized Healthy Eating Information via Generative AI among Physical Activity Participants : An Extension of the Technology Acceptance Model Incorporating Trust and Relevance

Sug-Hyeon Park
Korean Journal of Sports Science
Behavioral Health and Interventions
article

Determinants of Intention to Use Personalized Healthy Eating Information via Generative AI among Physical Activity Participants : An Extension of the Technology Acceptance Model Incorporating Trust and Relevance

Sug-Hyeon Park
article en

Abstract

This study examined the relationships among trust, relevance, perceived ease of use, perceived usefulness, and intention to use personalized healthy eating information provided by generative AI, focusing on individuals engaged in physical activity. The key findings are summarized as follows. First, trust in personalized healthy eating information provided by generative AI was found to have a positive effect on both perceived ease of use and perceived usefulness. Second, the relevance of personalized healthy eating information provided by generative AI was found to have a positive effect on trust. Third, the relevance of personalized healthy eating information provided by generative AI was found to have a positive effect on perceived usefulness. Fourth, perceived ease of use positively affected perceived usefulness. Fifth, trust in personalized healthy eating information did not significantly influence the intention to use. Sixth, both perceived ease of use and perceived usefulness positively influenced the intention to use personalized healthy eating information provided by generative AI.

Korean Journal of Sports ScienceVol. 34(6)
Zero hunger
Openalex Percentile: Top 25%
Behavioral Health and Interventions
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Determinants of Intention to Use Personalized Healthy Eating Information via Generative AI among Physical Activity Participants : An Extension of the Technology Acceptance Model Incorporating Trust and Relevance — Sug-Hyeon Park · Korean Journal of Sports Science (2025) | TGRS Research Map | TGRS