Exercise behavior, valuation, and the incentive effects of employee stock options

We use a large database on ESO exercises to document characteristics of exercise behavior and calibrate a utility-based model for measuring how differences in exercise behavior are manifested in option values and incentives. Option values and incentives computed from the model calibrations are compared to those computed from models used to value tradable options. Our analysis provides guidance to both academics and practitioners about how differences in exercise behavior and model choice affect measures of ESO values and incentives, and underscores the importance of gaining a thorough understanding of the underlying economic forces that affect the behavior of ESO holders.