The Development, Implementation, and Evaluation of a Social Engagement Support System

The goal of this clinical trial is to determine if artificial intelligence and machine learning (AI/ML) models can help address social needs in Medicaid enrollees. The main questions it aims to answer are: Can AI/ML models accurately identify social needs from administrative healthcare data? Can AI/ML models accurately predict which people will engage with social supports? Researchers will compare individuals who live in different regions to see if AI/ML models perform better than the status quo.

NCT Number	NCT06913049
Lead Sponsor	University of Maryland, Baltimore County Collaborators: National Institute on Minority Health and Health Disparities (NIMHD)
Conditions	Social Determinants of Health (SDOH)
Enrollment	249,660 participants
Start Date	2026-06
Primary Completion	2028-05 (estimated)
Study Completion	2029-04 (estimated)
Updated on ClinicalTrials.gov	2026-04-07