Personalizing Treatment Delivery

An 11-session cognitive behavioral therapy (CBT) skills based intervention will be delivered to participants randomized to the personalized intervention. Influential constructs will be identified using the person specific digital phenotyping model, targeted using CBT skills, and tracked across sessions.

Participants randomized to this condition will receive an 11-session CBT skills based treatment targeting a non-personalized construct selected from the person-specific digital phenotyping model.

Participants randomized to this condition will receive 11 supportive counseling sessions that are non-directive in nature (providing support and validation for non-acute weekly stressors). Participants will continue digital phenotyping, controlling for the effect of counseling and digital phenotyping.