The Scholastic Aptitude Test (SAT) is often used to measure educational performance at national, state, and local levels. Because participation rates differ considerably, such comparisons are invalid. This article proposes a regression model framework for adjusting SAT scores. Results are validated by comparing adjusted SAT scores with state scores on a randomly administered National Assessment of Educational Progress test. (MLH)