1. The School of Education, Campus Box 249, University of Colorado at Boulder, Boulder, CO 80309-0249. Her area of specialization is psychometrics and the uses and misuses of tests in educational settings. This article was presented as the presidential address at the 2000 AERA Annual Meeting in New Orleans, LA