DASH-Obesity: Explainable AI for Family-Centric Personalized Weight Control in Adolescents and Young Adults With Obesity and Chronic Conditions
This prospective single-arm feasibility study evaluates the Adhera Caring Digital Program for Obesity (ACDP-O), a family-centered digital health intervention designed to support adolescents and young adults with overweight/obesity and chronic conditions, including type 1 diabetes (T1D) and asthma. The intervention combines personalized educational content, wearable-device monitoring, psychometric assessments, and explainable artificial intelligence (AI) to improve mental well-being, quality of life, and adherence…
Conditions studied
Type 1 Diabetes, T1D, Obesity & Overweight, Obesity Type 2 Diabetes Mellitus, Asthma Acute, Asthma (Diagnosis)
About this study
This prospective single-arm feasibility study evaluates the Adhera Caring Digital Program for Obesity (ACDP-O), a family-centered digital health intervention designed to support adolescents and young adults with overweight/obesity and chronic conditions, including type 1 diabetes (T1D) and asthma. The intervention combines personalized educational content, wearable-device monitoring, psychometric assessments, and explainable artificial intelligence (AI) to improve mental well-being, quality of life, and adherence to healthy lifestyle behaviors. A total of 280 families will participate in a 3-month intervention with remote monitoring and follow-up assessments.
Interventions
- Behavioral: Adhera Caring Digital Program-Obesity (ACDP-O) — The Adhera Caring Digital Program-Obesity (ACDP-O) is a mobile-based digital health intervention that provides personalized educational content, cognitive behavioral approach-based support, psychometric monitoring, wearable-device integration, remote monitoring, and explainable artificial intelligence tools. The intervention is designed to support weight management, healthy lifestyle behaviors, mental well-being, quality of life, and family engagement in adolescents and young adults with obesity and chronic conditions
Primary outcomes
- Feasibility of the ACDP-O Intervention (Baseline to Day 90)
- Acceptability of the ACDP-O Intervention (Day 90)
- Change in Mental Well-being (DASS-21) (Baseline and Day 90)
- Change in Family Well-being (Baseline and Day 90)
- Change in Quality of Life (Distress) (Baseline and Day 90)
- Change Quality of Life (KIDSCREEN-10) (Baseline and Day 90)
Eligibility information
Study locations
- Adhera Health (Virtual Participation), Seville, Spain
Source: ClinicalTrials.gov. Record last refreshed by Varda Clinical: 2026-09-27.