Purpose: This study examines how baseline demographics, psychosocial characteristics, and intervention delivery predict engagement among adolescents with overweight and obesity seeking treatment. Methods: Data originates from a multisite randomized control trial evaluating the efficacy of an app-based weight loss intervention, compared with standard in-clinic model in adolescents with overweight and obesity. Participants were randomized to one of the three arms: (1) AppCoach, (2) AppAlone, or (3) Control. Demographic, executive functioning (EF), and depression questionnaires were completed at baseline. Percent engagement was compared within and between groups defined by demographics and depressive symptoms. Quantile regression was used to evaluate the association between age and EF on percent engagement. Results: Baseline demographics were not associated with engagement within or between groups. Neither baseline self-reported depressive symptoms (p = 0.244) nor deficits in EF (p = 0.34) were predictors of engagement. Univariate analysis found that the control arm had the highest engagement (83%) compared with AppCoach (63.5%) and AppAlone (22.5%, p = 0.02). Hispanic ethnicity was predictive of higher engagement in the control arm (p = 0.02). On multivariate quartile regression no other baseline characteristics were significant predictors of engagement. Conclusion: Baseline demographics and individual psychosocial characteristics were not related to engagement in this cohort. The intervention arm that required parental involvement resulted in the greatest engagement suggesting that family involvement may overshadow individual behavioral phenotype and thus promote better engagement. Further investigation is needed to understand how program delivery can be leveraged to optimize treatment engagement and outcomes in adolescence. Clinical Trial Registration number: NCT03500835.
Keywords: adolescents; depressive symptoms; engagement; executive functioning; psychosocial characteristics; weight management.