We also incorporate a CEO compensation measure into the analysis because of the relation between executive pay and firm performance. Our measure, CEO Equity-Based Pay, is defined as equity-based pay (new options) divided by the sum of equity-based pay, salary, and annual bonus. Compensation data comes from S&P’s COMPUEXEC.