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

mHealth for Data Collection and Research (1196) Fitness Trackers and Smart Pedometers/Accelerometers (665) Use and User Demographics of mHealth (401) Evaluation and Research Methodology for mHealth (242) Wearable Devices and Sensors (1133)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46149, first published .
Using Wear Time for the Analysis of Consumer-Grade Wearables’ Data: Case Study Using Fitbit Data

Using Wear Time for the Analysis of Consumer-Grade Wearables’ Data: Case Study Using Fitbit Data

Using Wear Time for the Analysis of Consumer-Grade Wearables’ Data: Case Study Using Fitbit Data

Authors of this article:

Loubna Baroudi1 Author Orcid Image ;   Ronald Fredrick Zernicke2, 3 Author Orcid Image ;   Muneesh Tewari4, 5, 6, 7 Author Orcid Image ;   Noelle E Carlozzi8 Author Orcid Image ;   Sung Won Choi9 Author Orcid Image ;   Stephen M Cain10 Author Orcid Image
Article Authors Cited by (4) Tweetations Metrics

Journals

  1. Carlozzi N, Troost J, Lombard W, Miner J, Graves C, Choi S, Wu Z, Sen S, Sander A. Completion and Compliance Rates for an Intensive mHealth Study Design to Promote Self-Awareness and Self-Care Among Care Partners of Individuals With Traumatic Brain Injury: Secondary Analysis of a Randomized Controlled Trial. JMIR mHealth and uHealth 2025;13:e73772 View
  2. Ito-Masui A, Sakamoto R, Kawamoto E, Motomura E, Tanii H, King Z, Suzuki K, Sano A, Shimaoka M. Sleep and well-being before and after a shift schedule change in ICU nurses: an observational study using wearable sensors. Journal of Occupational Health 2025;67(1) View
  3. Cho Y, Chow S, Li J, Wang W, Wang S, Ji L, Chinchilli V, Intille S, Dunton G. Within- and Between-Individual Compliance in Mobile Health: Joint Modeling Approach to Nonrandom Missingness in an Intensive Longitudinal Observational Study. JMIR mHealth and uHealth 2025;13:e65350 View
  4. Elavsky S, Brabec M, Maly M, Knapova L, Kastovska B, Sebera M, Ely M, Jandackova V, Keller J, Pavel M. The temporal dynamics of the association between daily physical activity and life satisfaction. Annals of Behavioral Medicine 2025;59(1) View