Chris Karr

TL;DR: The detection of daily-life behavioral markers using mobile phone global positioning systems and usage sensors and their use in identifying depressive symptom severity suggest that phone sensors offer numerous clinical opportunities, including continuous monitoring of at-risk populations with little patient burden and interventions that can provide just-in-time outreach.

TL;DR: To the knowledge, Mobilyze! is the first ecological momentary intervention for unipolar depression, as well as one of the first attempts to use context sensing to identify mental health-related states.

TL;DR: This study supports the IntelliCare framework of providing a suite of skills-focused apps that can be used frequently and briefly to reduce symptoms of depression and anxiety.

TL;DR: The findings suggest that people will use multiple apps and provides support for the concept of app suites as a useful strategy for providing diverse behavioral strategies.

TL;DR: IntelliCare produced strong engagement with apps across all treatment arms, and coaching was associated with stronger anxiety outcomes, and receipt of recommendations enhanced depression outcomes.