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How Return on Investment and Residual Income Performance Measures and Risk Preferences Affect Risk-Taking

Author

Listed:
  • Jason L. Brown

    (Kelley School of Business, Indiana University, Bloomington, Indiana 47405)

  • Patrick R. Martin

    (Katz Graduate School of Business, University of Pittsburgh, Pittsburgh, Pennsylvania 15260)

  • Geoffrey B. Sprinkle

    (Kelley School of Business, Indiana University, Bloomington, Indiana 47405)

  • Dan Way

    (Wilbur O. and Ann Powers College of Business, Clemson University, Clemson, South Carolina 29634)

Abstract

Return on investment (ROI) and residual income (RI) are two important accounting measures that are commonly used to evaluate managers’ performance, and evidence suggests that both ROI and RI can help motivate long-term investments. Research is limited, though, regarding whether ROI and RI differentially affect managers’ actions, and, more specifically, research has not examined the effects of ROI and RI on risk-taking. We conduct an experiment to examine the separate and interactive effects of individuals’ risk preferences and ROI and RI performance measures on risk-taking in capital investment decisions. We predict and find that the use of ROI as a performance measure leads to riskier choices, as compared with RI, and that this effect is concentrated in relatively more risk-averse individuals. We also provide process evidence that reveals some of the ways in which ROI and RI performance measures affect decision making. Collectively, our results contribute to literature examining the effects of accounting information and performance measures on managers’ risk-taking behaviors.

Suggested Citation

  • Jason L. Brown & Patrick R. Martin & Geoffrey B. Sprinkle & Dan Way, 2023. "How Return on Investment and Residual Income Performance Measures and Risk Preferences Affect Risk-Taking," Management Science, INFORMS, vol. 69(2), pages 1301-1322, February.
  • Handle: RePEc:inm:ormnsc:v:69:y:2023:i:2:p:1301-1322
    DOI: 10.1287/mnsc.2022.4398
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    References listed on IDEAS

    as
    1. Sarasvathy, D. K. & Simon, Herbert A. & Lave, Lester, 1998. "Perceiving and managing business risks: differences between entrepreneurs and bankers," Journal of Economic Behavior & Organization, Elsevier, vol. 33(2), pages 207-225, January.
    2. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    3. John Hey & Andrea Morone & Ulrich Schmidt, 2009. "Noise and bias in eliciting preferences," Journal of Risk and Uncertainty, Springer, vol. 39(3), pages 213-235, December.
    4. Margaret A. Abernethy & Jan Bouwens & Laurence Van Lent, 2013. "The Role of Performance Measures in the Intertemporal Decisions of Business Unit Managers," Contemporary Accounting Research, John Wiley & Sons, vol. 30(3), pages 925-961, September.
    5. Michael S. Haigh & John A. List, 2005. "Do Professional Traders Exhibit Myopic Loss Aversion? An Experimental Analysis," Journal of Finance, American Finance Association, vol. 60(1), pages 523-534, February.
    6. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    7. Burks, Jeffrey J. & Randolph, David W. & Seida, Jim A., 2019. "Modeling and interpreting regressions with interactions," Journal of Accounting Literature, Elsevier, vol. 42(C), pages 61-79.
    8. Roychowdhury, Sugata & Shroff, Nemit & Verdi, Rodrigo S., 2019. "The effects of financial reporting and disclosure on corporate investment: A review," Journal of Accounting and Economics, Elsevier, vol. 68(2).
    9. Bonner, Sarah E. & Sprinkle, Geoffrey B., 2002. "The effects of monetary incentives on effort and task performance: theories, evidence, and a framework for research," Accounting, Organizations and Society, Elsevier, vol. 27(4-5), pages 303-345.
    10. Richard A. Lambert, 1986. "Executive Effort and Selection of Risky Projects," RAND Journal of Economics, The RAND Corporation, vol. 17(1), pages 77-88, Spring.
    11. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2005. "Individual Risk Attitudes: New Evidence from a Large, Representative, Experimentally-Validated Survey," Discussion Papers of DIW Berlin 511, DIW Berlin, German Institute for Economic Research.
    12. Slovic, Paul, 1972. "Psychological Study of Human Judgment: Implications for Investment Decision-Making," Journal of Finance, American Finance Association, vol. 27(4), pages 779-799, September.
    13. 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.
    14. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    15. Viral Acharya & Marco Pagano & Paolo Volpin, 2016. "Seeking Alpha: Excess Risk Taking and Competition for Managerial Talent," Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2565-2599.
    16. repec:cup:judgdm:v:5:y:2010:i:5:p:411-419 is not listed on IDEAS
    17. 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..
    18. Wallace, James S., 1997. "Adopting residual income-based compensation plans: Do you get what you pay for?," Journal of Accounting and Economics, Elsevier, vol. 24(3), pages 275-300, December.
    19. Barr, Abigail & Burns, Justine & Miller, Luis & Shaw, Ingrid, 2015. "Economic status and acknowledgement of earned entitlement," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 55-68.
    20. Jensen, Michael C & Murphy, Kevin J, 1990. "Performance Pay and Top-Management Incentives," Journal of Political Economy, University of Chicago Press, vol. 98(2), pages 225-264, April.
    21. Syngjoo Choi & Raymond Fisman & Douglas Gale & Shachar Kariv, 2007. "Consistency, Heterogeneity, and Granularity of Individual Behavior under Uncertainty," Economics Working Papers 0076, Institute for Advanced Study, School of Social Science.
    22. 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..
    23. Sudhakar V. Balachandran, 2006. "How Does Residual Income Affect Investment? The Role of Prior Performance Measures," Management Science, INFORMS, vol. 52(3), pages 383-394, March.
    24. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2006. "Managerial incentives and risk-taking," Journal of Financial Economics, Elsevier, vol. 79(2), pages 431-468, February.
    25. Gino, Francesca & Margolis, Joshua D., 2011. "Bringing ethics into focus: How regulatory focus and risk preferences influence (Un)ethical behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 115(2), pages 145-156, July.
    26. Arnold, Markus C. & Gillenkirch, Robert M., 2015. "Using negotiated budgets for planning and performance evaluation: An experimental study," Accounting, Organizations and Society, Elsevier, vol. 43(C), pages 1-16.
    27. Stanton, Sonya Williams, 1998. "The Underinvestment Problem and Patterns in Bank Lending," Journal of Financial Intermediation, Elsevier, vol. 7(3), pages 293-326, July.
    28. Hirshleifer, David & Suh, Yoon, 1992. "Risk, managerial effort, and project choice," Journal of Financial Intermediation, Elsevier, vol. 2(3), pages 308-345, September.
    29. Syngjoo Choi & Raymond Fisman & Douglas Gale & Shachar Kariv, 2007. "Consistency and Heterogeneity of Individual Behavior under Uncertainty," American Economic Review, American Economic Association, vol. 97(5), pages 1921-1938, December.
    30. Sprinkle, Geoffrey B. & Williamson, Michael G. & Upton, David R., 2008. "The effort and risk-taking effects of budget-based contracts," Accounting, Organizations and Society, Elsevier, vol. 33(4-5), pages 436-452.
    31. Brown, Jason L. & Farrington, Sukari & Sprinkle, Geoffrey B., 2016. "Biased self-assessments, feedback, and employees' compensation plan choices," Accounting, Organizations and Society, Elsevier, vol. 54(C), pages 45-59.
    32. Fama, Eugene F, 1980. "Agency Problems and the Theory of the Firm," Journal of Political Economy, University of Chicago Press, vol. 88(2), pages 288-307, April.
    33. Elke U. Weber & Richard A. Milliman, 1997. "Perceived Risk Attitudes: Relating Risk Perception to Risky Choice," Management Science, INFORMS, vol. 43(2), pages 123-144, February.
    34. Kunz, Alexis H. & Pfaff, Dieter, 2002. "Agency theory, performance evaluation, and the hypothetical construct of intrinsic motivation," Accounting, Organizations and Society, Elsevier, vol. 27(3), pages 275-295, April.
    35. Bushman, Robert M. & Smith, Abbie J., 2001. "Financial accounting information and corporate governance," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 237-333, December.
    36. Charness, Gary & Gneezy, Uri, 2012. "Strong Evidence for Gender Differences in Risk Taking," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 50-58.
    37. 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.
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