Differential associations of passively sensed behaviors with in-vivo depression symptoms.

ABSTRACT: Research suggests that passively sensed behaviors can serve as indicators for depression in aggregate-however, depression is a multifaceted construct, individual facets of which may differentially relate to sensed features. We examined relationships of in-vivo individual depression facets (affect, stress, fatigue, and distractibility) with passively sensed location, communication, and phone-use data. Participants (N = 734, 73.57% female, Mage = 41.6) with moderate depression symptoms (Patient Health Questionnaire-8; M = 13.2) responded to ecological momentary assessments of affect, stress, fatigue, and distractibility 3×/day every 3 weeks for 16 weeks; passive data were continuously collected. Using multilevel modeling, we tested within- and between-person associations of depression-relate

SUBMITTER: Lakhtakia T 

PROVIDER: S-EPMC12757103 | biostudies-literature | 2025 Nov

REPOSITORIES: biostudies-literature