This report examines federal agencies that are using data-driven performance reviews to improve agency effectiveness and efficiency. It draws from practices of agencies, including state and local governments. In their research, the authors identify three prerequisites to successful performance reviews: interested and engaged leadership; timely performance measures; staff that can analyze the measures before the performance review meetings.