Lisa A. Marsch
Digital health data-driven approaches to understand human behavior
advances digital technologies data analytics created unparalleled opportunities assess modify health behavior thus accelerate ability science understand contribute improved health behavior health outcomes digital health data capture richness granularity individuals behavior confluence factors impact behavior moment withinindividual evolution behavior time data may contribute discovery science revealing digital markers healthrisk behavior well translational science informing personalized timely models intervention delivery may help inform diagnostic classification clinically problematic behavior clinical trajectories diagnosable disorders time manuscript provides review state science digital health datadriven approaches understanding human behavior reviews methods digital health assessment sources digital health data provides synthesis scientific literature evaluating digitally derived empirical data inform understanding health behavior particular focus understanding assessment diagnosis clinical trajectories psychiatric disorders concludes discussion future directions timely opportunities line research clinical application