This paper presents a nontechnical investigation of the properties of sound, effective incentive regulation. The characteristics of good incentive regulation plans are linked to the goals, powers, and abilities of regulators, and to the nature of the regulatory environment. The paper concludes with ten simple guidelines that may prove useful to policymakers charged with the difficult task of designing an incentive regulation plan.