Studied whether high-stakes accountability measures are fair to all school systems despite disparities of wealth, community mores, and geographic location using data from Kentucky school districts including grade-level accountability data. Results help alleviate concerns about bias when using within-district gains to decide accountability, but they do show bias because of contextual effects when unadjusted scores are used. (SLD)