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

Non-randomized Protocols and Methods (ehealth) (671) Mobile Health (mhealth) (3464) mHealth for Data Collection and Research (1196) mHealth for Wellness, Behavior Change and Prevention (3315) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2111) Demographics of Users, Social & Digital Divide (914)

Published on in Vol 13 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/49189, first published .
The Google Health Digital Well-Being Study: Protocol for a Digital Device Use and Well-Being Study

The Google Health Digital Well-Being Study: Protocol for a Digital Device Use and Well-Being Study

The Google Health Digital Well-Being Study: Protocol for a Digital Device Use and Well-Being Study

Authors of this article:

Daniel McDuff1 Author Orcid Image ;   Andrew Barakat1 Author Orcid Image ;   Ari Winbush2 Author Orcid Image ;   Allen Jiang1 Author Orcid Image ;   Felicia Cordeiro1 Author Orcid Image ;   Ryann Crowley2 Author Orcid Image ;   Lauren E Kahn2 Author Orcid Image ;   John Hernandez1 Author Orcid Image ;   Nicholas B Allen2 Author Orcid Image
Article Authors Cited by (8) Tweetations (2) Metrics

Journals

  1. Nagler M. Artificial Intelligence in Medicine: Are We Ready?. Hämostaseologie 2024;44(06):422 View
  2. Muñoz-Ortega S, Alvarado Muñoz R, Santamaria Guayaquil D, Pluas-Borja J, Faytong-Haro M. Mobile-Based Cognitive Behavioral Therapy for Health Care Workers’ Mental Health in Ecuador: Quasi-Experimental Study. JMIR Human Factors 2025;12:e58943 View
  3. Khasentino J, Belyaeva A, Liu X, Yang Z, Furlotte N, Lee C, Schenck E, Patel Y, Cui J, Schneider L, Bryant R, Gomes R, Jiang A, Lee R, Liu Y, Perez J, Rogers J, Speed C, Tailor S, Walker M, Yu J, Althoff T, Heneghan C, Hernandez J, Malhotra M, Stern L, Matias Y, Corrado G, Patel S, Shetty S, Zhan J, Prabhakara S, McDuff D, McLean C. A personal health large language model for sleep and fitness coaching. Nature Medicine 2025;31(10):3394 View
  4. McDuff D, Galatzer-Levy I, Thomson S, Barakat A, Heneghan C, Abdel-Ghaffar S, Sunshine J, Poh M, Sunden L, Hernandez J, Jiang A, Liu X, Winbush A, Nelson B, Allen N. Evidence of differences in diurnal electrodermal, temperature and heart rate patterns by mental health status in free-living data. BMJ Mental Health 2025;28(1):e301307 View
  5. . Improving AI coaching with Gemini using real-world Fitbit data. Nature Medicine 2025;31(10):3264 View
  6. Saqib S, Mazhar T, Al-Rasheed A, Tariq M, Khan M, Shahzad T, Khan S, Hamam H. Continuous Well-Being assessment and actionable feedback using explainable regression for Edge-Enabled wearable devices. Egyptian Informatics Journal 2025;32:100805 View
  7. Winbush A, McDuff D, Hernandez J, Barakat A, Jiang A, Heneghan C, Nelson B, Allen N. Smartphone use in a large US adult population: Temporal associations between objective measures of usage and mental well-being. Proceedings of the National Academy of Sciences 2025;122(43) View

Books/Policy Documents

  1. Yetton B, McDuff D, Barakat A, Jiang A, B. Allen N, Douglas Schneider L, Winbush A, Heneghan C. Research on Sleep. View