Modernizing Child Welfare Technologies and Tools: Opportunities for Predictive Risk Modeling to Improve Child Safety and Outcomes

This Administration for Children and Families brief, co-authored by Assistant Secretary Alex Adams, explores how predictive risk modeling and modern data systems can strengthen child welfare decision-making and improve safety outcomes. For TANF programs partnered with child welfare programs, this brief highlights opportunities to enhance data-informed collaboration, identify families who may benefit from early supports, and strengthen prevention-focused service delivery across systems.