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Micro-level dynamics in hidden action situations with limited information

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  • Leitner, Stephan
  • Wall, Friederike

Abstract

The hidden-action model provides an optimal sharing rule for situations in which a principal assigns a task to an agent who makes an effort to carry out the task assigned to him. However, the principal can only observe the task outcome but not the agent’s actual action, which is why the sharing rule can only be based on the outcome. The hidden-action model builds on somewhat idealized assumptions about the principal’s and the agent’s capabilities related to information access. We propose an agent-based model that relaxes some of these assumptions. Our analysis lays particular focus on the micro-level dynamics triggered by limited access to information. For the principal’s sphere, we identify the so-called Sisyphus effect that explains why the sharing rule that provides the agent with incentives to take optimal action is difficult to achieve if the information is limited, and we identify factors that moderate this effect. In addition, we analyze the behavioral dynamics in the agent’s sphere. We show that the agent might make even more of an effort than optimal under unlimited access to information, which we refer to as excess effort. Interestingly, the principal can control the probability of making an excess effort via the incentive mechanism. However, how much excess effort the agent finally makes is out of the principal’s direct control.

Suggested Citation

  • Leitner, Stephan & Wall, Friederike, 2022. "Micro-level dynamics in hidden action situations with limited information," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 372-393.
  • Handle: RePEc:eee:jeborg:v:204:y:2022:i:c:p:372-393
    DOI: 10.1016/j.jebo.2022.10.020
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    1. Ernst Fehr & Simon Gächter, 2000. "Fairness and Retaliation: The Economics of Reciprocity," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 159-181, Summer.
    2. Alberto Bisin & Danilo Guaitoli, 2004. "Moral Hazard and Nonexclusive Contracts," RAND Journal of Economics, The RAND Corporation, vol. 35(2), pages 306-328, Summer.
    3. Iossa, Elisabetta & Martimort, David, 2015. "Pessimistic information gathering," Games and Economic Behavior, Elsevier, vol. 91(C), pages 75-96.
    4. Dufwenberg, Martin & Kirchsteiger, Georg, 2004. "A theory of sequential reciprocity," Games and Economic Behavior, Elsevier, vol. 47(2), pages 268-298, May.
    5. Fehr, Ernst & Gachter, Simon, 1998. "Reciprocity and economics: The economic implications of Homo Reciprocans1," European Economic Review, Elsevier, vol. 42(3-5), pages 845-859, May.
    6. Hawkins, Raymond J. & Aoki, Masanao & Roy Frieden, B., 2010. "Asymmetric information and macroeconomic dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(17), pages 3565-3571.
    7. Kahneman, Daniel & Knetsch, Jack L & Thaler, Richard, 1986. "Fairness as a Constraint on Profit Seeking: Entitlements in the Market," American Economic Review, American Economic Association, vol. 76(4), pages 728-741, September.
    8. Lambert, Richard A., 2001. "Contracting theory and accounting," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 3-87, December.
    9. Hoppe, Eva I. & Schmitz, Patrick W., 2018. "Hidden action and outcome contractibility: An experimental test of moral hazard theory," Games and Economic Behavior, Elsevier, vol. 109(C), pages 544-564.
    10. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    11. Iris Lorscheid & Bernd-Oliver Heine & Matthias Meyer, 2012. "Opening the ‘black box’ of simulations: increased transparency and effective communication through the systematic design of experiments," Computational and Mathematical Organization Theory, Springer, vol. 18(1), pages 22-62, March.
    12. Rabin, Matthew, 1993. "Incorporating Fairness into Game Theory and Economics," American Economic Review, American Economic Association, vol. 83(5), pages 1281-1302, December.
    13. Frieden, B. Roy & Hawkins, Raymond J., 2010. "Asymmetric information and economics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(2), pages 287-295.
    14. S. Leitner & D.A. Behrens, 2015. "On the efficiency of hurdle rate-based coordination mechanisms," Mathematical and Computer Modelling of Dynamical Systems, Taylor & Francis Journals, vol. 21(5), pages 413-431, September.
    15. Stephan Leitner & Friederike Wall, 2021. "Decision-facilitating information in hidden-action setups: an agent-based approach," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 16(2), pages 323-358, April.
    16. Juha Uotila & Markku Maula & Thomas Keil & Shaker A. Zahra, 2009. "Exploration, exploitation, and financial performance: analysis of S&P 500 corporations," Strategic Management Journal, Wiley Blackwell, vol. 30(2), pages 221-231, February.
    17. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    18. Meir Kohn, 2004. "Value and Exchange," Cato Journal, Cato Journal, Cato Institute, vol. 24(3), pages 303-339, Fall.
    19. Oded Berger-Tal & Jonathan Nathan & Ehud Meron & David Saltz, 2014. "The Exploration-Exploitation Dilemma: A Multidisciplinary Framework," PLOS ONE, Public Library of Science, vol. 9(4), pages 1-8, April.
    20. Uwe Latacz-Lohmann & Carel Van der Hamsvoort, 1997. "Auctioning Conservation Contracts: A Theoretical Analysis and an Application," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 407-418.
    21. Spence, Michael & Zeckhauser, Richard, 1971. "Insurance, Information, and Individual Action," American Economic Review, American Economic Association, vol. 61(2), pages 380-387, May.
    22. Patrick Reinwald & Stephan Leitner & Friederike Wall, 2020. "An Agent-Based Model of Delegation Relationships With Hidden-Action: On the Effects of Heterogeneous Memory on Performance," Papers 2009.07124, arXiv.org, revised Sep 2020.
    23. George A. Akerlof, 1982. "Labor Contracts as Partial Gift Exchange," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(4), pages 543-569.
    24. Omar A. Guerrero & Robert L. Axtell, 2011. "Using Agentization for Exploring Firm and Labor Dynamics," Lecture Notes in Economics and Mathematical Systems, in: Sjoukje Osinga & Gert Jan Hofstede & Tim Verwaart (ed.), Emergent Results of Artificial Economics, pages 139-150, Springer.
    25. Friederike Wall & Stephan Leitner, 2020. "Agent-based Computational Economics in Management Accounting Research: Opportunities and Difficulties," Papers 2011.03297, arXiv.org.
    26. G Royston, 2013. "Operational Research for the Real World: big questions from a small island☆," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(6), pages 793-804, June.
    27. Holmes, William B., 2017. "Environmental services auctions under regulatory threat," Land Use Policy, Elsevier, vol. 63(C), pages 584-591.
    28. Hämäläinen, Raimo P. & Luoma, Jukka & Saarinen, Esa, 2013. "On the importance of behavioral operational research: The case of understanding and communicating about dynamic systems," European Journal of Operational Research, Elsevier, vol. 228(3), pages 623-634.
    29. Robert Axtell, 2007. "What economic agents do: How cognition and interaction lead to emergence and complexity," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 20(2), pages 105-122, September.
    30. Patrick Reinwald & Stephan Leitner & Friederike Wall, 2021. "Limited intelligence and performance-based compensation: An agent-based model of the hidden action problem," Papers 2107.03764, arXiv.org.
    31. Harris, Milton & Raviv, Artur, 1979. "Optimal incentive contracts with imperfect information," Journal of Economic Theory, Elsevier, vol. 20(2), pages 231-259, April.
    32. John Duffy & Daniela Puzzello, 2014. "Gift Exchange versus Monetary Exchange: Theory and Evidence," American Economic Review, American Economic Association, vol. 104(6), pages 1735-1776, June.
    33. Ananya Bhattacharya & Prakash J. Singh, 2019. "Antecedents of agency problems in service outsourcing," International Journal of Production Research, Taylor & Francis Journals, vol. 57(13), pages 4194-4210, July.
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    More about this item

    Keywords

    Sisyphus effect; Excess effort; Agent-based computational economics; Agentization;
    All these keywords.

    JEL classification:

    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics
    • M52 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Compensation and Compensation Methods and Their Effects
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making

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