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mHealth for Wellness, Behavior Change and Prevention (4194) Mobile Health (mhealth) (5014) mHealth for Data Collection and Research (1666) Smoking Cessation (690) Wearable Devices and Sensors (1517) Behavioural Surveillance for Public Health (481) Fitness Trackers and Smart Pedometers/Accelerometers (777) Sleep Monitoring, Sleep Quality, Sleep Disorders (331)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/98116, first published .
Young man lighting a cigarette with a lighter, smoke rising

Tobacco Use Trajectories and Associated Changes in Biometrics and Sleep During the First 72 Weeks of Wearable Membership: Observational Cohort Study

Tobacco Use Trajectories and Associated Changes in Biometrics and Sleep During the First 72 Weeks of Wearable Membership: Observational Cohort Study

Authors of this article:

Dylan J Curran1, 2 Author Orcid Image ;   Josh Leota3, 4, 5 Author Orcid Image ;   William von Hippel1 Author Orcid Image ;   Finnbarr Fielding1 Author Orcid Image ;   Christopher J Chapman1 Author Orcid Image ;   Jenna G Cohen1 Author Orcid Image ;   David M Presby3, 6, 7 Author Orcid Image ;   Reha Jhunjhunwala8 Author Orcid Image ;   Kristen E Holmes1 Author Orcid Image ;   Gregory J Grosicki1 Author Orcid Image
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