Publication | Closed Access
The First-Order Approach to Principal-Agent Problems
880
Citations
4
References
1985
Year
Mathematical ProgrammingPareto-optimal Wage ContractEngineeringAgent TheoryConstrained OptimizationOperations ResearchPrincipal-agent ProblemsCombinatorial OptimizationPrincipal-agent ProblemMechanism DesignMinimum WageParametric ProgrammingMathematical EconomicsEconomicsMulti-agent Mechanism DesignOptimal ContractingEquilibrium ProblemOptimization ProblemFirst-order ApproachBusinessMicroeconomics
The first‑order approach to principal‑agent problems relaxes the agent’s utility‑maximizing constraint to a stationary‑point condition, making the model more tractable but generally invalid, as Mirrlees showed that its necessary conditions are not sufficient and that qualitative conclusions about Pareto‑optimal contracts are unreliable. The paper seeks to identify sufficient conditions under which the first‑order approach is valid. The authors establish that the monotone likelihood ratio condition and convexity of the distribution function are sufficient for the first‑order approach to be valid. The Pareto‑optimal wage contract is shown to be nondecreasing in output under these same conditions.
The first-order approach to principal-agent problems involves relaxing the constraint that the agent choose an action which is utility maximizing to require instead only that the agent choose an action at which his utility is at a stationary point. Although more mathematically tractable, this approach is generally invalid. This paper identifies sufficient conditions-the monotone likelihood ratio condition and convexity of the distribution function condition-for the first-order approach to be valid. The Pareto-optimal wage contract is shown to be nondecreasing in output under these same conditions. MIRRLEES [5] WAS THE FIRST to point out that the standard method for analyzing the principal-agent problem is not generally correct. This method, the so-called first-order approach, involves weakening the constraint that the agent choose a utility-maximizing action to require instead only that the agent choose an action at which his utility is at a stationary point. The resulting problem is more mathematically tractable. However, as Mirrlees [5] has shown, necessary conditions for a contract to solve the first-order program are not generally even necessary conditions for the valid program. Therefore qualitative propositions about the nature of the Pareto-optimal contract derived from the first-order approach are not in general valid. This has motivated researchers to try to identify classes of cases where the first-order approach is valid.
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