Discusses the misuse of measurement criteria and presents four court cases that are indicative of a trend in favor of valid performance measures. Topics include fairness; tests that match performance criteria; ethical issues; types of validity measurement; measurement variables, including organizational needs and individual needs; and using the right statistical measures. (LRW)