Whether CEO stock-based pay effectively enhances firm performancehas been a long time subject of debate for both academics and practitioners.Using a large quantity of U.S. S&P firm data for the years1993–2005, this study is one of the first to employ a conditional quantileregression to explore the changing distribution in firm RoE, bothacross firms and over time.