Article
Measuring Environmental and Behavioral Drivers of Chronic Diseases Using Smartphone-Based Digital Phenotyping: Intensive Longitudinal Observational mHealth Substudy Embedded in 2 Prospective Cohorts of Adults.
JMIR public health and surveillance - 11 Oct 2024
Yi Li, Hart Jaime E, Straczkiewicz Marcin, Karas Marta, Wilt Grete E, Hu Cindy R, Librett Rachel, Laden Francine, Chavarro Jorge E, Onnela Jukka-Pekka, James Peter
Abstract excerpt
BACKGROUND: Previous studies investigating environmental and behavioral drivers of chronic disease have often had limited temporal and spatial data coverage. Smartphone-based digital phenotyping mitigates the limitations of these studies by using intensive data collection schemes that take advantage of the widespread use of smartphones while allowing for less burdensome data collection and longer follow-up...
Topics
- Humans
- Female
- Smartphone
- Prospective Studies
- Adult
- Male
- Chronic Disease
- Longitudinal Studies
- Middle Aged
- Telemedicine