Using Machine Learning to Optimize User Engagement and Clinical Response to Digital Mental Health Interventions
Anxiety Disorders and Symptoms, Depressive Symptoms
About this trial
This is an interventional treatment trial for Anxiety Disorders and Symptoms
Eligibility Criteria
Inclusion Criteria:
- English-speaking adults
- Ages 18 or older
- Have a device that can connect to the internet.
Sites / Locations
- Center for Anxiety and Related DisordersRecruiting
Arms of the Study
Arm 1
Arm 2
Arm 3
Experimental
Active Comparator
Active Comparator
The Unified Protocol for Transdiagnostic Treatment of Emotional Disorders (UP)
Space from Depression (SFD)
Space for Resilience (SFR)
Digital, transdiagnostic, emotion-focused CBT intervention that consists of five "core" modules or components that have been shown to target temperamental characteristics (i.e., neuroticism) and resulting emotion dysregulation that are believed to underlie all anxiety, depressive, and emotional disorders. The core components of the program are psychoeducation, mindfulness, cognitive flexibility, behavioral strategies to counter emotion-driven behaviors, interoceptive, and emotion exposures.
Digital CBT program designed to minimize the impact of depressive symptoms. This program emphasizes the use of cognitive behavioral strategies as well as mindfulness through a series of seven structured modules. The core components of the program include psychoeducation around the relationship between thoughts, feelings, and behaviors; cognitive behavioral practices aimed at restructuring negative beliefs; behavioral strategies to improve self-esteem; and mindfulness techniques that focus attention on the present moment.
Digital program based on positive psychology principles and designed to promote resilience and well-being through a series of seven modules. The core components of the program include psychoeducation, values exploration, building relationships, promoting self-esteem and self-efficacy, and building gratitude and optimism.