This 2021 study provides updates from a 2018 clearinghouse of data on supports for early childhood program leaders in state-by-state profiles. The most relevant for school-age is data on administrator qualifications in child care licensing standards and in QRIS, as well as which states have administrator credentials. It offers a national overview, data on states, and policy recommendations.