This note explores how to evaluate an agent's performance in standard incentive contracts. We show that the MPS … criterion proposed by Kim (1995) becomes a tight condition for one performance measurement system to be more informative than … statistical decision theory. Our results demonstrate that depending on the agent's potential deviations, ideal performance …