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This paper is in the following e-collection/theme issue:

Methods and Instruments in Medical Informatics (437) Mobile Health (mhealth) (5314) Usability of Apps and User Perceptions of mHealth (1842) Behavior Change (1106) Use and User Demographics of mHealth (514) Machine Learning (3350) Engagement with and Adherence to Digital Health Interventions, Law of Attrition (843) Attitudes, Beliefs, and Health Behaviours in Human Factors Research (163)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64860, first published .
Woman checking fitness tracker and smartphone during workout

Exploring Self-Management–Based Mobile Health User Typologies and Associations Between User Types and Satisfaction With Key Mobile Health Functions: Comparative Study of Various Fitness and Weight Management App User Types

Exploring Self-Management–Based Mobile Health User Typologies and Associations Between User Types and Satisfaction With Key Mobile Health Functions: Comparative Study of Various Fitness and Weight Management App User Types

Authors of this article:

Tong Wang1, 2 Author Orcid Image ;   Yiwen Fan3 Author Orcid Image ;   Zheng Li4 Author Orcid Image ;   Xiaoyi Jiao5, 6 Author Orcid Image ;   Qichuan Fang7 Author Orcid Image ;   Junhao Ma8 Author Orcid Image ;   Jianbo Lei9, 10, 11 Author Orcid Image
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Journals

  1. Tang L, Zou S, Chen X, Xie Q, Wang H, Fang L, Yu S. Drivers of Continued Fitness Short Video Usage: An Integrated Model of Technology Acceptance and Health Beliefs. Behavioral Sciences 2026;16(8):1335 View