Federal support has been improving states’ capacity to conduct child care policy research to guide this challenging process through partnerships with state governments and institutions of higher education. Three recipients of Research Cooperative Agreements awarded by the U. S. Department of Health and Human Services’ Administration for Children and Families—Virginia, South Carolina, and Maryland— illustrate subsidy programs’ transitions in this new data rich and educationally oriented environment.