Article
Interindividual differences in digital phenotypes of major depressive disorder: A passive sensing study using smartphone and wearable sensor data.
Behaviour research and therapy - 1 Apr 2026
Lampe Elizabeth W, Collins Amanda C, Lee Ahhyun, Enbar-Salo Nicholas, Griffin Tess Z, Pillai Arvind, Heinz Michael V, Lekkas Damien, Nemesure Matthew D, Mackin Daniel M, Nepal Subigya, Campbell Andrew T, Jacobson Nicholas C
Abstract excerpt
Major depressive disorder (MDD) is characterized by high levels of heterogeneity in symptom presentation across individuals. While previous research has identified distinct MDD subtypes using self-reported symptoms, few studies have leveraged objective data from smartphones and wearable devices to phenotype MDD symptoms. Passive sensing data from these devices can capture objective behavioral and physiological...
Topics
- Humans
- Major Depressive Disorder
- Female
- Wearable Electronic Devices
- Smartphone
- Adult
- Male
- Phenotype
- Heart Rate
- Middle Aged