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Risk Taking Under Limited Liability and Moral Hazard: Quantifying the Role of Motivated Beliefs

Author

Listed:
  • Ciril Bosch-Rosa

    (Chair of Macroeconomics, Technische Universität Berlin, 10623 Berlin, Germany)

  • Daniel Gietl

    (Bavarian Ministry of Digitization, 80333 Munich, Germany)

  • Frank Heinemann

    (Chair of Macroeconomics, Technische Universität Berlin, 10623 Berlin, Germany)

Abstract

This paper investigates whether limited liability and moral hazard affect risk taking through motivated beliefs. On the one hand, limited liability encourages investors to take excessive risks. On the other, excessive risk taking makes it hard for investors to maintain a positive self-image when moral hazard is present. Using a novel experimental design, we show that subjects form motivated beliefs to self-justify their excessive risk taking. For the same investment opportunity, subjects invest more and are significantly more optimistic about the success of the investment if its failure can harm others. We show that more than one third of the investment increases under limited liability, and moral hazard can be explained through motivated beliefs. Moreover, through a treatment with limited liability but no moral hazard, we show that motivated beliefs are formed subconsciously and can lead to the paradoxical result of investors taking larger risks when their investment can harm a third party compared with when it cannot. These results underscore the importance of motivated beliefs in regulatory policy, emphasizing that policymakers must not only address bad incentives, but also address the role of bad beliefs.

Suggested Citation

  • Ciril Bosch-Rosa & Daniel Gietl & Frank Heinemann, 2025. "Risk Taking Under Limited Liability and Moral Hazard: Quantifying the Role of Motivated Beliefs," Management Science, INFORMS, vol. 71(2), pages 976-991, February.
  • Handle: RePEc:inm:ormnsc:v:71:y:2025:i:2:p:976-991
    DOI: 10.1287/mnsc.2021.03947
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    as
    1. Hendrik Hakenes & Isabel Schnabel, 2014. "Bank Bonuses and Bailouts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 259-288, February.
    2. Matthias Sutter & Jürgen Huber & Michael Kirchler & Matthias Stefan & Markus Walzl, 2020. "Where to look for the morals in markets?," Experimental Economics, Springer;Economic Science Association, vol. 23(1), pages 30-52, March.
    3. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    4. Imai, Kosuke & Keele, Luke & Tingley, Dustin & Yamamoto, Teppei, 2011. "Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies," American Political Science Review, Cambridge University Press, vol. 105(4), pages 765-789, November.
    5. Roland Bénabou & Jean Tirole, 2011. "Identity, Morals, and Taboos: Beliefs as Assets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 805-855.
    6. Bartling, Björn & Fischbacher, Urs & Schudy, Simeon, 2015. "Pivotality and responsibility attribution in sequential voting," Journal of Public Economics, Elsevier, vol. 128(C), pages 133-139.
    7. Zachary Grossman & Joël J. van der Weele, 2017. "Self-Image and Willful Ignorance in Social Decisions," Journal of the European Economic Association, European Economic Association, vol. 15(1), pages 173-217.
    8. Shawn Cole & Martin Kanz & Leora Klapper, 2015. "Incentivizing Calculated Risk-Taking: Evidence from an Experiment with Commercial Bank Loan Officers," Journal of Finance, American Finance Association, vol. 70(2), pages 537-575, April.
    9. Tanjim Hossain & Ryo Okui, 2013. "The Binarized Scoring Rule," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 984-1001.
    10. Francesca Gino & Michael I. Norton & Roberto A. Weber, 2016. "Motivated Bayesians: Feeling Moral While Acting Egoistically," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 189-212, Summer.
    11. Schwardmann, Peter & van der Weele, Joel, 2019. "Deception and self-deception," Munich Reprints in Economics 78222, University of Munich, Department of Economics.
    12. Peter Schwardmann & Egon Tripodi & Joël J. van der Weele, 2022. "Self-Persuasion: Evidence from Field Experiments at International Debating Competitions," American Economic Review, American Economic Association, vol. 112(4), pages 1118-1146, April.
    13. Jan B. Engelmann & Maël Lebreton & Nahuel A. Salem-Garcia & Peter Schwardmann & Joël J. van der Weele, 2024. "Anticipatory Anxiety and Wishful Thinking," American Economic Review, American Economic Association, vol. 114(4), pages 926-960, April.
    14. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    15. Uri Gneezy & Silvia Saccardo & Roel van Veldhuizen, 2019. "Bribery: Behavioral Drivers of Distorted Decisions," Journal of the European Economic Association, European Economic Association, vol. 17(3), pages 917-946.
    16. Ing-Haw Cheng & Sahil Raina & Wei Xiong, 2014. "Wall Street and the Housing Bubble," American Economic Review, American Economic Association, vol. 104(9), pages 2797-2829, September.
    17. Luc Bridet & Peter Schwardmann, 2024. "Selling Dreams: Endogenous Optimism in Lending Markets," American Economic Journal: Microeconomics, American Economic Association, vol. 16(3), pages 492-524, August.
    18. Ismael Rodriguez-Lara & Luis Moreno-Garrido, 2012. "Self-interest and fairness: self-serving choices of justice principles," Experimental Economics, Springer;Economic Science Association, vol. 15(1), pages 158-175, March.
    19. Michael Kirchler & Jürgen Huber & Matthias Stefan & Matthias Sutter, 2016. "Market Design and Moral Behavior," Management Science, INFORMS, vol. 62(9), pages 2615-2625, September.
    20. Ahrens, Steffen & Bosch-Rosa, Ciril, 2023. "Motivated beliefs, social preferences, and limited liability in financial decision-Making," Journal of Banking & Finance, Elsevier, vol. 154(C).
    21. Markus K. Brunnermeier & Jonathan A. Parker, 2005. "Optimal Expectations," American Economic Review, American Economic Association, vol. 95(4), pages 1092-1118, September.
    22. Ing-Haw Cheng & Harrison Hong & José A. Scheinkman, 2015. "Yesterday's Heroes: Compensation and Risk at Financial Firms," Journal of Finance, American Finance Association, vol. 70(2), pages 839-879, April.
    23. Roland Bénabou & Jean Tirole, 2016. "Mindful Economics: The Production, Consumption, and Value of Beliefs," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 141-164, Summer.
    24. Ernst Fehr & Klaus M. Schmidt, 1999. "A Theory of Fairness, Competition, and Cooperation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 817-868.
    25. Christine L. Exley, 2016. "Excusing Selfishness in Charitable Giving: The Role of Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 587-628.
    26. Silvia Saccardo & Marta Serra-Garcia, 2023. "Enabling or Limiting Cognitive Flexibility? Evidence of Demand for Moral Commitment," American Economic Review, American Economic Association, vol. 113(2), pages 396-429, February.
    27. Viviana Celli, 2022. "Causal mediation analysis in economics: Objectives, assumptions, models," Journal of Economic Surveys, Wiley Blackwell, vol. 36(1), pages 214-234, February.
    28. Kosuke Imai & Dustin Tingley & Teppei Yamamoto, 2013. "Experimental designs for identifying causal mechanisms," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(1), pages 5-51, January.
    29. Peter Schwardmann & Joël van der Weele, 2019. "Deception and self-deception," Nature Human Behaviour, Nature, vol. 3(10), pages 1055-1061, October.
    30. John B. Taylor, 2010. "Getting back on track: macroeconomic policy lessons from the financial crisis," Review, Federal Reserve Bank of St. Louis, vol. 92(May), pages 165-176.
    31. Behnk, Sascha & Hao, Li & Reuben, Ernesto, 2017. "Partners in Crime: Diffusion of Responsibility in Antisocial Behaviors," IZA Discussion Papers 11031, IZA Network @ LISER.
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