Research tells us that teachers vary enormously in their ability to improve students’ performance on standardized tests but that many existing teacher evaluation and reward systems do not capture that variation. Armed with this knowledge and with improved access to longitudinal data systems linking teachers to students, reform-minded policymakers are increasingly attempting to base a portion of teachers’ evaluations or pay on student achievement gains.