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Objective and subjective indicators in long-term contracting

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  • Au, Pak Hung
  • Chen, Bin R.

Abstract

We study the optimal compensation contract in a dynamic moral hazard setting with limited liability and two stages of production. At the end of the first stage, both an objective signal (publicly observed) and a subjective signal (privately observed by the principal) realize, and they are informative of the second-stage productivity. We show that in the optimal long-term contract, the two signals are used interactively with three notable features. First, whereas the objective signal is always used in the optimal contract, the subjective signal is used only if the realized value of objective signal is below a cutoff. Second, the solicited effort may exhibit an upward distortion (relative to the first best) for an intermediate region of the objective signal realizations. Third, the use of subjectivity varies with a number of factors such as the signal quality and the severity of the moral hazard problem.

Suggested Citation

  • Au, Pak Hung & Chen, Bin R., 2019. "Objective and subjective indicators in long-term contracting," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 309-331.
    • Handle: RePEc:eee:jeborg:v:166:y:2019:i:c:p:309-331
    DOI: 10.1016/j.jebo.2019.06.020
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    1. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    2. Korok Ray, 2007. "Performance Evaluations and Efficient Sorting," Journal of Accounting Research, Wiley Blackwell, vol. 45(4), pages 839-882, September.
    3. Jonathan Levin, 2003. "Relational Incentive Contracts," American Economic Review, American Economic Association, vol. 93(3), pages 835-857, June.
    4. Ronald A. Dye & Sri S. Sridhar, 2005. "Moral Hazard Severity and Contract Design," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 78-92, Spring.
    5. Bentley W. MacLeod, 2003. "Optimal Contracting with Subjective Evaluation," American Economic Review, American Economic Association, vol. 93(1), pages 216-240, March.
    6. Beaudry, Paul, 1994. "Why an Informed Principal May Leave Rents to an Agent," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(4), pages 821-832, November.
    7. Marie-Cécile Fagart & Bernard Sinclair-Desgagné, 2007. "Ranking Contingent Monitoring Systems," Management Science, INFORMS, vol. 53(9), pages 1501-1509, September.
    8. Chade, Hector & Silvers, Randy, 2002. "Informed principal, moral hazard, and the value of a more informative technology," Economics Letters, Elsevier, vol. 74(3), pages 291-300, February.
    9. Rachel M. Hayes & Scott Schaefer, 2000. "Implicit Contracts and the Explanatory Power of Top Executive Compensation for Future Performance," RAND Journal of Economics, The RAND Corporation, vol. 31(2), pages 273-293, Summer.
    10. Inderst, Roman, 2001. "Incentive schemes as a signaling device," Journal of Economic Behavior & Organization, Elsevier, vol. 44(4), pages 455-465, April.
    11. George Baker & Robert Gibbons & Kevin J. Murphy, 1994. "Subjective Performance Measures in Optimal Incentive Contracts," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 1125-1156.
    12. Bushman, Robert M. & Indjejikian, Raffi J. & Smith, Abbie, 1996. "CEO compensation: The role of individual performance evaluation," Journal of Accounting and Economics, Elsevier, vol. 21(2), pages 161-193, April.
    13. Lambert, Ra, 1985. "Variance Investigation In Agency Settings," Journal of Accounting Research, Wiley Blackwell, vol. 23(2), pages 633-647.
    14. Fong, Yuk-fai & Li, Jin, 2017. "Relational contracts, limited liability, and employment dynamics," Journal of Economic Theory, Elsevier, vol. 169(C), pages 270-293.
    15. Young, Ra, 1986. "A Note On Economically Optimal Performance Evaluation And Control-Systems - The Optimality Of 2-Tailed Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 24(1), pages 231-240.
    16. Elchanan Ben-Porath & Eddie Dekel & Barton L Lipman, 2018. "Disclosure and Choice," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1471-1501.
    17. Patrick W. Schmitz, 2005. "Allocating Control in Agency Problems with Limited Liability and Sequential Hidden Actions," RAND Journal of Economics, The RAND Corporation, vol. 36(2), pages 318-336, Summer.
    18. Bin R. Chen & Y. Stephen Chiu, 2013. "Interim Performance Evaluation in Contract Design," Economic Journal, Royal Economic Society, vol. 123, pages 665-698, June.
    19. William Fuchs, 2007. "Contracting with Repeated Moral Hazard and Private Evaluations," American Economic Review, American Economic Association, vol. 97(4), pages 1432-1448, September.
    20. Baiman, S & Demski, Js, 1980. "Economically Optimal Performance Evaluation And Control-Systems," Journal of Accounting Research, Wiley Blackwell, vol. 18, pages 184-220.
    21. Susanne Ohlendorf & Patrick W. Schmitz, 2012. "Repeated Moral Hazard And Contracts With Memory: The Case Of Risk‐Neutrality," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(2), pages 433-452, May.
    22. Nieken, Petra & Schmitz, Patrick W., 2012. "Repeated moral hazard and contracts with memory: A laboratory experiment," Games and Economic Behavior, Elsevier, vol. 75(2), pages 1000-1008.
    23. Narisa Tianjing Dai & Xi (Jason) Kuang & Guliang Tang, 2018. "Differential Weighting of Objective Versus Subjective Measures in Performance Evaluation: Experimental Evidence," European Accounting Review, Taylor & Francis Journals, vol. 27(1), pages 129-148, January.
    24. William Fuchs, 2015. "Subjective Evaluations: Discretionary Bonuses and Feedback Credibility," American Economic Journal: Microeconomics, American Economic Association, vol. 7(1), pages 99-108, February.
    25. Suvorov, Anton & van de Ven, Jeroen, 2009. "Discretionary rewards as a feedback mechanism," Games and Economic Behavior, Elsevier, vol. 67(2), pages 665-681, November.
    26. Ederhof, Merle & Rajan, Madhav V. & Reichelstein, Stefan, 2011. "Discretion in Managerial Bonus Pools," Foundations and Trends(R) in Accounting, now publishers, vol. 5(4), pages 243-316, June.
    27. Madhav V. Rajan & Stefan Reichelstein, 2006. "Subjective Performance Indicators and Discretionary Bonus Pools," Journal of Accounting Research, Wiley Blackwell, vol. 44(3), pages 585-618, June.
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