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

Mobile Health (mhealth) (3741) mHealth for Data Collection and Research (1288) mHealth for Wellness, Behavior Change and Prevention (3488) Depression and Mood Disorders; Suicide Prevention (1798) Wearable Devices and Sensors (1245) mHealth for Diagnosis (90)

Published on in Vol 28 (2026)

This is a member publication of King's College London (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/93164, first published .
Person in workout clothes checks smartwatch and phone, with water bottle nearby.

Characterizing Physical Activity Trajectories Preceding Incident Major Depressive Disorder Diagnosis With Consumer Wearable Devices in the All of Us Research Program: Retrospective Nested Case-Control Study

Characterizing Physical Activity Trajectories Preceding Incident Major Depressive Disorder Diagnosis With Consumer Wearable Devices in the All of Us Research Program: Retrospective Nested Case-Control Study

Authors of this article:

Yuezhou Zhang1 Author Orcid Image ;   Amos A Folarin1, 2, 3, 4, 5 Author Orcid Image ;   Hugh Logan Ellis1 Author Orcid Image ;   Rongrong Zhong1, 6 Author Orcid Image ;   Callum Stewart1 Author Orcid Image ;   Heet Sankesara1 Author Orcid Image ;   Hyunju Kim1 Author Orcid Image ;   Shaoxiong Sun1, 7 Author Orcid Image ;   Abhishek Pratap1, 8, 9 Author Orcid Image ;   Richard JB Dobson1, 2, 3, 4, 5 Author Orcid Image
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