A model demonstrating how performance incentives may encourage cream skimming (selecting participants with a high likelihood of success) was applied to data from 16 Job Training Partnership Act training centers. Short-term performance measures were weakly and perversely related to long-term impacts, but efficiency gains/losses from skimming were small, suggesting that centers responded to performance standards. (Contains 48 references.) (SK)