Machine Learning for Social Services: A Study of Prenatal Case Management in Illinois

Abstract

Our analysis exhibits the potential for machine learning to move government agencies toward a more data-informed approach to evaluating risk and providing social services. Overall, such efforts will improve the efficiency of allocating resource-intensive interventions.