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When nudges promote neutral behavior: an experimental study of managerial decisions under risk and uncertainty

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  • Erich Renz

    (University of Regensburg)

  • Marvin M. Müller

    (Mercator School of Management, University of Duisburg-Essen)

  • Kim Leonardo Böhm

    (University of Duisburg-Essen)

Abstract

Managers often make decisions in situations involving risk and uncertainty. To ensure the prosperity of the company, neutral behavior is desirable in such situations. However, when evaluating future-oriented managerial actions, cognitive biases can arise that are manifested as aversions towards risky and uncertain situations, leading to non-optimal decisions. In an online experiment with a convenience sample of 298 US participants, we investigate deviations from risk- and uncertainty-neutral managerial decisions and apply neutrality-promoting behavioral interventions in a business venture setting. We find that using a recommendation nudge before as well as after making an initial decision improves individual performance to achieve higher neutrality levels. In sum, we show that in managerial decision-making processes, where experience, time, and information are often lacking, simple decision-making aids lead to better decisions.

Suggested Citation

  • Erich Renz & Marvin M. Müller & Kim Leonardo Böhm, 2023. "When nudges promote neutral behavior: an experimental study of managerial decisions under risk and uncertainty," Journal of Business Economics, Springer, vol. 93(8), pages 1309-1354, October.
  • Handle: RePEc:spr:jbecon:v:93:y:2023:i:8:d:10.1007_s11573-023-01139-7
    DOI: 10.1007/s11573-023-01139-7
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    References listed on IDEAS

    as
    1. Xu Huang & Evert Van de Vliert & Gerben Van der Vegt, 2005. "Breaking the Silence Culture: Stimulation of Participation and Employee Opinion Withholding Cross-nationally," Management and Organization Review, International Association of Chinese Management Research, vol. 1(3), pages 459-482, November.
    2. Kenneth R. MacCrimmon & Donald A. Wehrung, 1990. "Characteristics of Risk Taking Executives," Management Science, INFORMS, vol. 36(4), pages 422-435, April.
    3. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    4. Milidonis, Andreas & Stathopoulos, Konstantinos, 2014. "Managerial Incentives, Risk Aversion, and Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 453-481, April.
    5. Gary E. Bolton & Axel Ockenfels & Ulrich W. Thonemann, 2012. "Managers and Students as Newsvendors," Management Science, INFORMS, vol. 58(12), pages 2225-2233, December.
    6. Rees, Ray, 1985. "The Theory of Principal and Agent: Part 2," Bulletin of Economic Research, Wiley Blackwell, vol. 37(2), pages 75-95, May.
    7. Utterback, James M & Abernathy, William J, 1975. "A dynamic model of process and product innovation," Omega, Elsevier, vol. 3(6), pages 639-656, December.
    8. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    9. González, Maximiliano & Guzmán, Alexander & Pombo, Carlos & Trujillo, María-Andrea, 2013. "Family firms and debt: Risk aversion versus risk of losing control," Journal of Business Research, Elsevier, vol. 66(11), pages 2308-2320.
    10. David E. M. Sappington, 1991. "Incentives in Principal-Agent Relationships," Journal of Economic Perspectives, American Economic Association, vol. 5(2), pages 45-66, Spring.
    11. Francisco Liñán & Yi–Wen Chen, 2009. "Development and Cross–Cultural Application of a Specific Instrument to Measure Entrepreneurial Intentions," Entrepreneurship Theory and Practice, , vol. 33(3), pages 593-617, May.
    12. Daniele Asioli & Adriana Mignani & Frode Alfnes, 2021. "Quick and easy? Respondent evaluations of the Becker–DeGroot–Marschak and multiple price list valuation mechanisms," Agribusiness, John Wiley & Sons, Ltd., vol. 37(2), pages 215-234, April.
    13. Richard G. Newell & Juha Siikamäki, 2014. "Nudging Energy Efficiency Behavior: The Role of Information Labels," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(4), pages 555-598.
    14. Rees, Ray, 1985. "The Theory of Principal and Agent: Part 1," Bulletin of Economic Research, Wiley Blackwell, vol. 37(1), pages 3-26, January.
    15. Martin Koudstaal & Randolph Sloof & Mirjam van Praag, 2016. "Risk, Uncertainty, and Entrepreneurship: Evidence from a Lab-in-the-Field Experiment," Management Science, INFORMS, vol. 62(10), pages 2897-2915, October.
    16. Löfgren, Åsa & Nordblom, Katarina, 2020. "A theoretical framework of decision making explaining the mechanisms of nudging," Journal of Economic Behavior & Organization, Elsevier, vol. 174(C), pages 1-12.
    17. Oliver P. Hauser & Francesca Gino & Michael I. Norton, 2018. "Budging beliefs, nudging behaviour," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 17(1), pages 15-26, November.
    18. Barham, Bradford L. & Chavas, Jean-Paul & Fitz, Dylan & Salas, Vanessa Ríos & Schechter, Laura, 2014. "The roles of risk and ambiguity in technology adoption," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 204-218.
    19. Francesca Gioia, 2017. "Peer effects on risk behaviour: the importance of group identity," Experimental Economics, Springer;Economic Science Association, vol. 20(1), pages 100-129, March.
    20. Andreas C. Drichoutis & Jayson L. Lusk, 2016. "What can multiple price lists really tell us about risk preferences?," Journal of Risk and Uncertainty, Springer, vol. 53(2), pages 89-106, December.
    21. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    22. Samuelson, William & Zeckhauser, Richard, 1988. "Status Quo Bias in Decision Making," Journal of Risk and Uncertainty, Springer, vol. 1(1), pages 7-59, March.
    23. Daniel Kahneman & Jack L. Knetsch & Richard H. Thaler, 1991. "Anomalies: The Endowment Effect, Loss Aversion, and Status Quo Bias," Journal of Economic Perspectives, American Economic Association, vol. 5(1), pages 193-206, Winter.
    24. Cass R. Sunstein, 2019. "Correction to: Nudging: a very short guide," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 54(2), pages 130-130, April.
    25. Jeffrey Butler & Luigi Guiso & Tullio Jappelli, 2014. "The role of intuition and reasoning in driving aversion to risk and ambiguity," Theory and Decision, Springer, vol. 77(4), pages 455-484, December.
    26. Remus, William, 1986. "Graduate students as surrogates for managers in experiments on business decision making," Journal of Business Research, Elsevier, vol. 14(1), pages 19-25, February.
    27. Peter Klibanoff & Massimo Marinacci & Sujoy Mukerji, 2005. "A Smooth Model of Decision Making under Ambiguity," Econometrica, Econometric Society, vol. 73(6), pages 1849-1892, November.
    28. Fairlie, Robert W. & Holleran, William, 2012. "Entrepreneurship training, risk aversion and other personality traits: Evidence from a random experiment," Journal of Economic Psychology, Elsevier, vol. 33(2), pages 366-378.
    29. Daniel Kahneman, 2003. "Maps of Bounded Rationality: Psychology for Behavioral Economics," American Economic Review, American Economic Association, vol. 93(5), pages 1449-1475, December.
    30. Löfgren, Åsa & Nordblom, Katarina, 2019. "A theoretical framework explaining the mechanisms of nudging," Working Papers in Economics 754, University of Gothenburg, Department of Economics.
    31. Gilboa, Itzhak & Schmeidler, David, 1989. "Maxmin expected utility with non-unique prior," Journal of Mathematical Economics, Elsevier, vol. 18(2), pages 141-153, April.
    32. Jacques‐bernard Sauner-leroy, 2004. "Managers and Productive Investment Decisions: The Impact of Uncertainty and Risk Aversion," Journal of Small Business Management, Taylor & Francis Journals, vol. 42(1), pages 1-18, January.
    33. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    34. Charles R. Schwenk, 1984. "Cognitive simplification processes in strategic decision‐making," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 111-128, April.
    35. Lorenz Graf-Vlachy, 2019. "Like student like manager? Using student subjects in managerial debiasing research," Review of Managerial Science, Springer, vol. 13(2), pages 347-376, April.
    36. Collis, David, 1992. "The strategic management of uncertainty," European Management Journal, Elsevier, vol. 10(2), pages 125-135, June.
    37. J. M. Keynes, 1937. "The General Theory of Employment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 51(2), pages 209-223.
    38. Horowitz, John K., 2006. "The Becker-DeGroot-Marschak mechanism is not necessarily incentive compatible, even for non-random goods," Economics Letters, Elsevier, vol. 93(1), pages 6-11, October.
    39. Ross, Stephen A, 1973. "The Economic Theory of Agency: The Principal's Problem," American Economic Review, American Economic Association, vol. 63(2), pages 134-139, May.
    40. Hakan J. Holm & Sonja Opper & Victor Nee, 2013. "Entrepreneurs Under Uncertainty: An Economic Experiment in China," Management Science, INFORMS, vol. 59(7), pages 1671-1687, July.
    41. Stephen X. Zhang & Javier Cueto, 2017. "The Study of Bias in Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(3), pages 419-454, May.
    42. James G. March & Zur Shapira, 1987. "Managerial Perspectives on Risk and Risk Taking," Management Science, INFORMS, vol. 33(11), pages 1404-1418, November.
    43. Cass R. Sunstein, 2019. "Nudging: a very short guide," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 54(2), pages 127-129, April.
    44. Huang, Xu & de Vliert, Evert Van & der Vegt, Gerben Van, 2005. "Breaking the Silence Culture: Stimulation of Participation and Employee Opinion Withholding Cross-nationally," Management and Organization Review, Cambridge University Press, vol. 1(3), pages 459-482, November.
    45. Jan Riepe & Michelle Rudeloff & Theresa Veer, 2022. "Financial literacy and entrepreneurial risk aversion," Journal of Small Business Management, Taylor & Francis Journals, vol. 60(2), pages 289-308, March.
    46. Mousavi, Shabnam & Gigerenzer, Gerd, 2014. "Risk, uncertainty, and heuristics," Journal of Business Research, Elsevier, vol. 67(8), pages 1671-1678.
    47. Romain Cadario & Pierre Chandon, 2020. "Which Healthy Eating Nudges Work Best? A Meta-Analysis of Field Experiments," Marketing Science, INFORMS, vol. 39(3), pages 465-486, May.
    48. Ross, Nicholas & Santos, Paulo & Capon, Timothy, 2012. "Risk, ambiguity and the adoption of new technologies: experimental evidence from a developing economy," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126492, International Association of Agricultural Economists.
    49. McKelvie, Alexander & Haynie, J. Michael & Gustavsson, Veronica, 2011. "Unpacking the uncertainty construct: Implications for entrepreneurial action," Journal of Business Venturing, Elsevier, vol. 26(3), pages 273-292, May.
    50. Polman, Evan & Wu, Kaiyang, 2020. "Decision making for others involving risk: A review and meta-analysis," Journal of Economic Psychology, Elsevier, vol. 77(C).
    51. repec:cup:judgdm:v:7:y:2012:i:1:p:25-47 is not listed on IDEAS
    52. Simon, Mark & Houghton, Susan M. & Aquino, Karl, 2000. "Cognitive biases, risk perception, and venture formation: How individuals decide to start companies," Journal of Business Venturing, Elsevier, vol. 15(2), pages 113-134, March.
    53. Palan, Stefan & Schitter, Christian, 2018. "Prolific.ac—A subject pool for online experiments," Journal of Behavioral and Experimental Finance, Elsevier, vol. 17(C), pages 22-27.
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    More about this item

    Keywords

    Behavioral experiment; Managerial decisions; Nudging; Risk aversion; Uncertainty aversion;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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