Cognitive ability tests represent the best single predictor of job performance, but also represent the predictor most likely to have substantial adverse impact on employment opportunities for members of several racial and ethnic minority groups. Debates over the use of these tests in selection often involve trade-offs between two criteria that are valued by decision makers – that is, efficiency and equity. Findings and methods from decision research can help us frame these trade-offs, but in most cases they cannot be avoided.