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

Digital Biomarkers and Digital Phenotyping (482) Public (e)Health, Digital Epidemiology and Public Health Informatics (2414) mHealth for Wellness, Behavior Change and Prevention (4356) Use and User Demographics of mHealth (517) Digital Biomarkers and Digital Phenotyping (482) Ecological Momentary Assessment (EMA) (534)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/71375, first published .
Young woman with curly hair smiling while looking at her red smartphone outdoors.

Measuring Psychological Well-Being and Behaviors Using Smartphone-Based Digital Phenotyping: An Intensive Longitudinal Observational mHealth Pilot Study Embedded in a Prospective Cohort of Women

Measuring Psychological Well-Being and Behaviors Using Smartphone-Based Digital Phenotyping: An Intensive Longitudinal Observational mHealth Pilot Study Embedded in a Prospective Cohort of Women

Authors of this article:

Li Yi1, 2 Author Orcid Image ;   Claudia Trudel-Fitzgerald3, 4, 5 Author Orcid Image ;   Cindy R Hu6 Author Orcid Image ;   Grete Wilt6 Author Orcid Image ;   Jorge Chavarro2, 7 Author Orcid Image ;   Jukka-Pekka Onnela8 Author Orcid Image ;   Francine Grodstein9 Author Orcid Image ;   Laura D Kubzansky10 Author Orcid Image ;   Peter James1, 6, 11 Author Orcid Image
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  1. Odden M, Tan A, Lai S, Rhodes J, Judd S, Sargent K, Mwanda S, Rowe S, Wu J, King A, Ravi V. Objectively Measured Life Space Using Participants’ Mobile Phones: Cross-Sectional Study. JMIR Formative Research 2026;10:e73128 View

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