This working paper is published as: Cullen, Julie Berry, Eric A. Hanushek, Gregory Phelan, and Steven G. Rivkin. forthcoming. "Performance Information and Personnel Decisions in the Public Sector: The Case of School Principals." Journal of Human Resources, 59(1), January