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

mHealth for Wellness, Behavior Change and Prevention (4258) Mobile Health (mhealth) (5153) mHealth for Treatment Adherence (618) Use and User Demographics of mHealth (506) Prevention and Health Promotion (2250) Fitness Trackers and Smart Pedometers/Accelerometers (790) Innovations and Technology for Physical Activity Education (1063)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/72201, first published .
Woman tracking workout progress on a fitness app with adherence and motivation stats.

Analysis of Training Behavior in Users of a Fitness App: Cross-Sectional Study

Analysis of Training Behavior in Users of a Fitness App: Cross-Sectional Study

Authors of this article:

Andrea Fuente-Vidal1, 2 Author Orcid Image ;   Roger Prat1 Author Orcid Image ;   Juan Manuel Arribas-Marin3, 4 Author Orcid Image ;   Oscar Bastidas-Jossa5 Author Orcid Image ;   Myriam Guerra-Balic1 Author Orcid Image ;   Begonya Garcia-Zapirain5 Author Orcid Image ;   Joel Montane1, 6 Author Orcid Image ;   Javier Jerez-Roig2, 7, 8 Author Orcid Image
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Journals

  1. Jordan-de-Urries-Sagarna L, Muñoz-Llerena A, García-Fernández J, Cepeda-Carrión G. “Better Done Than Perfect”: A Critical Incident Study of Physical Activity Habit Formation in Omnichannel Digital Fitness Platforms. International Journal of Human–Computer Interaction 2026:1 View