Randomized Controlled Trial of the BraveBot Intervention as an Adjunctive Treatment for Young People With Anxiety and Related Disorders Receiving Outpatient, Exposure-Based Cognitive Behavioral Therapy
Randomized Controlled Trial of the BraveBot Intervention as an Adjunctive Treatment for Young People With Anxiety and Related Disorders Receiving Outpatient, Exposure-Based Cognitive Behavioral Therapy
This study is testing a digital tool called BraveBot for young people who are receiving cognitive behavioral therapy (CBT) for anxiety, OCD, or related problems. BraveBot is a computer program, not a person. It talks with youth through their phone or computer while they do "face-your-fears"-style exposure therapy homework that their therapist has assigned. Sometimes an exposure is done with BraveBot's real-time coaching, and sometimes on their own; after each exposure, youth answer a few short questions about how it went.
Rather than dividing participants into separate groups, the study randomizes each individual exposure homework assignment. Every time a young person opens an eligible exposure, the system makes a 1:1 random assignment deciding whether that exposure is completed with BraveBot's support or independently (self-guided).
The main goal is to learn whether using BraveBot helps youth understand their exposure assignments better, put in more effort, stick with exposures when they are hard, feel more capable, and find exposures more helpful in "fighting back" against anxiety. The study also examines whether BraveBot increases the likelihood that assigned exposures are completed, and explores effects on anxiety symptoms and how safe, easy to use, and useful BraveBot feels for youth, their therapists, and parents.
BraveBot does not replace the therapist, diagnose, or design exposures; it only supports the homework the clinician has assigned, and is used under clinician oversight. A built-in safety system can detect possible risk-related language, pause the session, show crisis resources (such as 988), and notify the treating clinician. The study is conducted within routine outpatient psychology clinics at Mass General Brigham. Up to 40 youth ages 12-22 will take part.
Design. Open-label, within-participant, exposure-instance-level randomized trial embedded in routine outpatient exposure-based CBT at Mass General Brigham clinics. The unit of randomization is the individual clinician-assigned, "BraveBot-eligible" exposure homework instance. Each time a youth opens the link for a BraveBot-eligible exposure delivered via SMS reminder, the backend system immediately randomizes that single instance 1:1 to BraveBot-assisted vs self-guided completion.
Intervention. BraveBot is a scope-limited, clinician-supervised, large language model (GPT)-powered audio-to-audio conversational assistant (provided by TheraLoop AI, Inc.) that supports completion of clinician-assigned exposure homework. For BraveBot-assisted instances it clarifies the assignment and rationale, collects Subjective Units of Distress (SUDS) ratings and expectations, encourages persistence when anxiety rises, prompts about safety behaviors and "white-knuckling" at mid-exposure check-ins, and guides brief end-of-exposure reflection. It does not diagnose, generate exposure hierarchies, or make treatment decisions. For self-guided instances, the youth completes the same assigned exposure independently and then completes the same post-exposure survey.
Aims.
Aim 1 (primary): whether BraveBot improves exposure-homework QUALITY, assessed by five youth-reported 0-100 ratings per completed instance (Effort, Perceived Capability, Understanding, Ability to Continue, Perceived Helpfulness).
Aim 2 (secondary): whether BraveBot increases exposure-homework ADHERENCE (probability that a randomized instance is completed).
Aims 3-5 (exploratory): preliminary effects on clinical outcomes (RCADS anxiety, CALIS-C life interference, IUSC intolerance of uncertainty) and associations with exposure-related processes; acceptability/usability/burden among youth, clinicians, and parents; and the performance and burden of BraveBot's automated risk-detection and clinician-notification (safety) workflow.
Participants and schedule. Up to 40 youth ages 12-22 with a clinical or subclinical anxiety or related disorder for which exposure-based CBT is indicated. BraveBot access remains active for up to 45 homework-reminder days (about six weeks), with a 12-week backstop (i.e., 84 calendar days). Standardized self-report measures are collected at baseline (pre-BraveBot), at the end of the active BraveBot period, and at a ~3-week follow-up. A separate population of up to 10 clinicians may voluntarily enroll to use the BraveBot system with their patients and complete surveys about their experience.
Analysis. Primary outcomes are analyzed with linear mixed-effects models (fixed effect of condition; random intercepts for youth, and clinician/site as needed), with Benjamini-Hochberg false-discovery-rate correction across the five co-primary outcomes. Adherence is analyzed with a binomial-logit generalized linear mixed-effects model.
INCLUSION CRITERIA (youth participants):
EXCLUSION CRITERIA (present at enrollment):
The investigators will also recruit up to 10 clinicians at participating programs who may use the BraveBot system with their patients (who have enrolled in the study independently) and complete brief baseline and end-of-study surveys.
jssteinberg@mgb.org6179453115
MABEL1@mgh.harvard.edu617-643-9435
john_weisz@harvard.edu617-877-7716