Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study.

Jonah Meyerhoff Tony Liu Konrad Paul Kording Lyle H Ungar Susan M Kaiser Chris J Karr David C Mohr

Published in: Journal of medical Internet research (2021)

Changes in sensor-derived behavioral features are associated with subsequent depression changes, but not vice versa, suggesting a directional relationship in which changes in sensed behaviors are associated with subsequent changes in symptoms.

Keyphrases

sleep quality
depressive symptoms
healthcare
mental health