State data on the career paths of school administrators in North Carolina, Illinois and New York have shed light on several key concerns, including the persistence of gender and racial gaps in administration and the rate of principal turnover. This RAND brief explains the strengths and limitations of the existing information and proposes how states can improve data collection to yield a richer, more illuminating analysis of school administrators’ career trajectories and the quality of their work.