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

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Title: Tobacco Use Trajectories and Associated Changes in Biometrics and Sleep During the First 72 Weeks of Wearable Membership: Observational Cohort Study.
Authors: Curran DJ; Department of Performance Science and Health Outcomes, WHOOP, Inc, Boston, MA, United States.; School of Mathematics, Georgia Institute of Technology, Atlanta, GA, United States., Leota J; Department of Research, Algorithms, and Data Science, WHOOP, Inc, Boston, MA, United States.; Department of Medicine, Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, United States.; School of Psychological Sciences, Monash University, Victoria, Australia., Hippel WV; Department of Performance Science and Health Outcomes, WHOOP, Inc, Boston, MA, United States., Fielding F; Department of Performance Science and Health Outcomes, WHOOP, Inc, Boston, MA, United States., Chapman CJ; Department of Performance Science and Health Outcomes, WHOOP, Inc, Boston, MA, United States., Cohen JG; Department of Performance Science and Health Outcomes, WHOOP, Inc, Boston, MA, United States., Presby DM; Department of Research, Algorithms, and Data Science, WHOOP, Inc, Boston, MA, United States.; Swiss Institute of Bioinformatics, Lausanne, Switzerland.; Department of Computational Biology, University of Lausanne, Lausanne, Switzerland., Jhunjhunwala R; Department of Digital Health, WHOOP, Inc, Boston, MA, United States., Holmes KE; Department of Performance Science and Health Outcomes, WHOOP, Inc, Boston, MA, United States., Grosicki GJ; Department of Performance Science and Health Outcomes, WHOOP, Inc, Boston, MA, United States.
Source: JMIR mHealth and uHealth [JMIR Mhealth Uhealth] 2026 Jul 03; Vol. 14, pp. e98116. Date of Electronic Publication: 2026 Jul 03.
Publication Type: Journal Article; Observational Study
Journal Info: Publisher: JMIR Publications Inc Country of Publication: Canada NLM ID: 101624439 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-5222 (Electronic) Linking ISSN: 22915222 NLM ISO Abbreviation: JMIR Mhealth Uhealth Subsets: MEDLINE
Database: MEDLINE Ultimate
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              Text: 2026 Jul 03
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