Symposium
Artificial Intelligence and Technology-based Interventions
Erum Nadeem, Ph.D.
Associate Professor
Rutgers University
Piscataway, New Jersey, United States
Anna Van Meter, Ph.D. (she/her/hers)
Associate Professor
NYU Grossmand School of Medicine
New York, New York, United States
Rena Ferrara, B.S.
Research Associate
Hassenfeld Children’s Hospital at NYU Langone Medical Center
New York, New York, United States
Archisha Murthy, MA
Graduate Student
Rutgers University
Piscataway, New Jersey, United States
Mahek Patel, MA
Graduate Student
Rutgers University
Piscataway, New Jersey, United States
Pooja Patel, MA
Graduate Student
Rutgers University
Piscataway, New Jersey, United States
Background
Youth from minoritized backgrounds experience high rates of anxiety and depression, but most do not receive evidence-based treatment due to barriers like cost and stigma. Digital mental health (MH) apps are a low-cost alternative; however, most are not used after download and lack outcome data. SilverCloud, a clinician-guided, cognitive behavioral therapy (CBT) app, is associated with reduced internalizing symptoms, but its acceptability and feasibility as an intervention for vulnerable youth has not been evaluated.
Methods
Adolescents from New York City (aged 14-18) with moderate symptoms of depression and/or anxiety were recruited for an open trial of SilverCloud. App usage and symptom data were collected. Participants were interviewed biweekly during their enrollment to collect feedback about the program content, structure, and implementation.
SilverCloud includes seven core modules on key principles of CBT for anxiety and depression, along with six additional modules to address specific concerns (e.g., sleep). Modules take roughly one hour to complete. A clinician oversees each person’s progress and offers feedback and suggestions through weekly asynchronous messages.
Results
Participants (N=20) were mostly female (70%), Black (50%), and 45% Hispanic. Participants showed improvements in symptoms of anxiety and depression; 67% who started with moderate-to-severe depression (PHQ-9 10+) and 60% of those with moderate-to-severe anxiety (GAD-7 10+) improved. With respect to feasibility and acceptability, 65% of participants remained active in the program for the full 8-weeks, and 97% agreed or strongly agreed that the program was interesting, relevant, and helpful. On average, participants viewed 45 pages of content and spent 104 minutes on the app. Participants identified engagement challenges related to competing priorities and recommended refinements to content clarity, functional design, and interaction with the clinician.
Conclusions
Adolescent from diverse backgrounds with depression and/or anxiety benefitted from SilverCloud and felt the program was relatable and helpful. Exploring patterns of engagement and how app use relates to symptom outcomes is important to enhancing benefits across users.
Implications
SilverCloud, a clinician-guided CBT app, has potential to extend evidence-based MH intervention to more youth; it is scalable and efficacious. To increase equity, work is necessary to develop personalized engagement plans so that all young users get a therapeutic dose.