Health Motivation as a Predictor of mHealth Engagement Across BMI: Cross-Sectional Survey

Individuals with higher BMI reported a lower frequency of digital health tool use, potentially due to lower health motivation in the studied population. Health motivation was the strongest predictor of digital health engagement. Integrating personalized medical records into apps may enhance health motivation, thereby improving user engagement and promoting healthier behaviors in individuals with higher BMI.

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Publication Details

Journal
JMIR mhealth and uhealth
Published
2025-12-01
DOI
https://doi.org/10.2196/71625
Primary Topic
Mobile Health and mHealth Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Health Motivation as a Predictor of mHealth Engagement Across BMI: Cross-Sectional Survey

Daishi Chen, Lung‐Kun Yeh, Mei‐Ching Yu, Ching‐Mao Chang et al.
JMIR mhealth and uhealth
Mobile Health and mHealth Applications
article

Health Motivation as a Predictor of mHealth Engagement Across BMI: Cross-Sectional Survey

Daishi Chen, Lung‐Kun Yeh, Mei‐Ching Yu, Ching‐Mao Chang, Kae‐Kuen Hu, Shao-Hsuan Chang
article en

Abstract

Individuals with higher BMI reported a lower frequency of digital health tool use, potentially due to lower health motivation in the studied population. Health motivation was the strongest predictor of digital health engagement. Integrating personalized medical records into apps may enhance health motivation, thereby improving user engagement and promoting healthier behaviors in individuals with higher BMI.

JMIR mhealth and uhealthVol. 13
National Yang Ming Chiao Tung University (TW), Chang Gung University (TW), Taipei Veterans General Hospital (TW), Chang Gung Memorial Hospital (TW), ShenZhen People’s Hospital (CN), Linkou Chang Gung Memorial Hospital (TW), National Taipei University of Education (TW)
Openalex Percentile: Top 46%
Mobile Health and mHealth Applications
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