Modelling the spatio-temporal characteristics of substantiated child maltreatment risk has significant implications for child welfare policy. This study quantifies the spatiotemporal risk of child abuse and neglect in New Mexico at the census tract level over 9 years, identifies areas of increased risk, and evaluates the role of multiple measures of social vulnerability on substantiated child maltreatment referrals.