Michael Gibbs (University of Chicago), Kenneth A. Merchant (USC), Wim A. Van Der Stede (London School of Economics), and Mark E. Vargus (University of Texas) provide a comprehensive empirical analysis of incentive design, focusing on effects of performance measure properties (controllable and uncontrollable risk, distortion, and ma-nipulation).