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

Development and Evaluation of Research Methods, Instruments and Tools (1254) Mobile Health (mhealth) (5026) Wearable Devices and Sensors (1520) Insomnia and Sleep Hygiene (302) Sleep Monitoring, Sleep Quality, Sleep Disorders (332) Sleep Medicine (54)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67455, first published .
Man napping on couch with phone on chest

Comparison of Sleep Features Across Smartphone Sensors, Actigraphy, and Diaries Among Young Adults: Longitudinal Observational Study

Comparison of Sleep Features Across Smartphone Sensors, Actigraphy, and Diaries Among Young Adults: Longitudinal Observational Study

Authors of this article:

Jaclyn S Kirshenbaum1 Author Orcid Image ;   Ryann N Crowley2, 3 Author Orcid Image ;   Melissa D Latham4 Author Orcid Image ;   David Pagliaccio1, 5 Author Orcid Image ;   Randy P Auerbach1, 5 Author Orcid Image ;   Nicholas B Allen2, 3 Author Orcid Image
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Journals

  1. Kirshenbaum J, Pagliaccio D, Trivedi E, Galfalvy H, Joyce K, Durham K, Porta G, Bloom P, Tse T, Blanchard A, Chernick L, Crowley R, Dayan P, Kahn L, Zelazny J, Brent D, Allen N, Auerbach R. Smartphone-Measured Sleep Health Risk Factors Detect Suicidal Thoughts and Behaviors Among Adolescents. JAACAP Open 2026 View