The literature on incentive contracting suggests that the optimal performance pay contract depends on a tradeoff between productivity and agency costs. The effect of employee ability on this tradeoff is theoretically ambiguous, as the employee’s private gains (through more sophisticated gaming responses) may exceed the employer’s productive benefits. Similarly, employees’ “adverse learning” abo...