The study looked at how men and women react to competition in the workplace. They found that women are less likely to be in performance-based pay contracts, but the difference is small. The impact of performance pay on earnings is not significantly different between genders. Overall, the theory that gender differences in competition explain the gender pay gap doesn't seem to hold up.