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The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation

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  • Frances M. Tice

    (University of Colorado Boulder, Boulder, Colorado 80309)

Abstract

I examine the effect of relative performance evaluation (RPE) on firm performance and risk-taking behavior. Agency theory suggests that, for firms that experience common shocks, RPE in executive compensation plans improves risk sharing and strengthens incentive alignment by providing more information about managerial effort than firm performance alone. In practice (i.e., in the presence of a finite number of peers), RPE effectiveness depends on the extent of firms’ common risk exposure and the amount of common risk captured by RPE peers. I develop a simple model that predicts that the benefit of using RPE exceeds the cost of adding noise from peers when the amount of common risk removed is large. Consistent with predictions, I find empirically that RPE firms perform better than similar non-RPE firms when there is high common risk exposure and the common risk removed by the selected peers is high. I also find that, in these circumstances, the use of RPE is associated with greater firm risk and a lower likelihood of underinvesting. Overall, my study provides evidence that RPE is associated with better risk sharing and stronger incentive alignment when (1) RPE firms are exposed to high common risk and (2) RPE peers are effective in removing common risk for performance evaluation.

Suggested Citation

  • Frances M. Tice, 2024. "The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation," Management Science, INFORMS, vol. 70(3), pages 1635-1655, March.
  • Handle: RePEc:inm:ormnsc:v:70:y:2024:i:3:p:1635-1655
    DOI: 10.1287/mnsc.2023.4764
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    as
    1. Jennifer Brown, 2011. "Quitters Never Win: The (Adverse) Incentive Effects of Competing with Superstars," Journal of Political Economy, University of Chicago Press, vol. 119(5), pages 982-1013.
    2. Jeff L. McMullin & Bryce Schonberger, 2020. "Entropy-balanced accruals," Review of Accounting Studies, Springer, vol. 25(1), pages 84-119, March.
    3. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    4. John Bizjak & Swaminathan Kalpathy & Zhichuan Frank Li & Brian Young, 2022. "The Choice of Peers for Relative Performance Evaluation in Executive Compensation [Peer choice in CEO compensation]," Review of Finance, European Finance Association, vol. 26(5), pages 1217-1239.
    5. Robert Gibbons & Kevin J. Murphy, 1990. "Relative Performance Evaluation for Chief Executive Officers," ILR Review, Cornell University, ILR School, vol. 43(3), pages 30, April.
    6. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    7. Green, Jerry R & Stokey, Nancy L, 1983. "A Comparison of Tournaments and Contracts," Journal of Political Economy, University of Chicago Press, vol. 91(3), pages 349-364, June.
    8. Core, John & Guay, Wayne, 1999. "The use of equity grants to manage optimal equity incentive levels," Journal of Accounting and Economics, Elsevier, vol. 28(2), pages 151-184, December.
    9. Berger, Philip G & Ofek, Eli & Yermack, David L, 1997. "Managerial Entrenchment and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 52(4), pages 1411-1438, September.
    10. 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.
    11. Bengt Holmstrom, 1979. "Moral Hazard and Observability," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 74-91, Spring.
    12. Gerard Hoberg & Gordon Phillips, 2010. "Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3773-3811, October.
    13. Dye, Ronald A, 1984. "The Trouble with Tournaments," Economic Inquiry, Western Economic Association International, vol. 22(1), pages 147-149, January.
    14. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    15. Rajesh K. Aggarwal & Andrew A. Samwick, 1999. "Executive Compensation, Strategic Competition, and Relative Performance Evaluation: Theory and Evidence," Journal of Finance, American Finance Association, vol. 54(6), pages 1999-2043, December.
    16. Baiman, S & Demski, Js, 1980. "Economically Optimal Performance Evaluation And Control-Systems," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 18, pages 184-220.
    17. Yermack, David, 1996. "Higher market valuation of companies with a small board of directors," Journal of Financial Economics, Elsevier, vol. 40(2), pages 185-211, February.
    18. Scott Richardson, 2006. "Over-investment of free cash flow," Review of Accounting Studies, Springer, vol. 11(2), pages 159-189, September.
    19. Armstrong, Christopher S. & Vashishtha, Rahul, 2012. "Executive stock options, differential risk-taking incentives, and firm value," Journal of Financial Economics, Elsevier, vol. 104(1), pages 70-88.
    20. Wruck, Karen H. & Wu, YiLin, 2022. "Relative Versus Absolute Performance Evaluation and CEO Decision-Making," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 57(7), pages 2591-2626, November.
    21. Johnson, Shane A. & Tian, Yisong S., 2000. "Indexed executive stock options," Journal of Financial Economics, Elsevier, vol. 57(1), pages 35-64, July.
    22. Mary Ellen Carter & Christopher D. Ittner & Sarah L. C. Zechman, 2009. "Explicit relative performance evaluation in performance-vested equity grants," Review of Accounting Studies, Springer, vol. 14(2), pages 269-306, September.
    23. De Angelis, David & Grinstein, Yaniv, 2020. "Relative Performance Evaluation in CEO Compensation: A Talent-Retention Explanation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(7), pages 2099-2123, November.
    24. Barry J. Nalebuff & Joseph E. Stiglitz, 1983. "Prices and Incentives: Towards a General Theory of Compensation and Competition," Bell Journal of Economics, The RAND Corporation, vol. 14(1), pages 21-43, Spring.
    25. Jay C. Hartzell & Laura T. Starks, 2003. "Institutional Investors and Executive Compensation," Journal of Finance, American Finance Association, vol. 58(6), pages 2351-2374, December.
    26. Gerard Hoberg & Gordon Phillips, 2016. "Text-Based Network Industries and Endogenous Product Differentiation," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1423-1465.
    27. Jeffrey L Coles & Zhichuan (Frank) Li & Albert Y Wang, 2018. "Industry Tournament Incentives," The Review of Financial Studies, Society for Financial Studies, vol. 31(4), pages 1418-1459.
    28. Hayes, Rachel M. & Lemmon, Michael & Qiu, Mingming, 2012. "Stock options and managerial incentives for risk taking: Evidence from FAS 123R," Journal of Financial Economics, Elsevier, vol. 105(1), pages 174-190.
    29. Cheng, Mei & Dhaliwal, Dan & Zhang, Yuan, 2013. "Does investment efficiency improve after the disclosure of material weaknesses in internal control over financial reporting?," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 1-18.
    30. Hyungshin Park & Dimitris Vrettos, 2015. "The Moderating Effect of Relative Performance Evaluation on the Risk Incentive Properties of Executives’ Equity Portfolios," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 53(5), pages 1055-1108, December.
    31. John Core & Wayne Guay, 2002. "Estimating the Value of Employee Stock Option Portfolios and Their Sensitivities to Price and Volatility," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 40(3), pages 613-630, June.
    32. Gerald Garvey & Todd Milbourn, 2003. "Incentive Compensation When Executives Can Hedge the Market: Evidence of Relative Performance Evaluation in the Cross Section," Journal of Finance, American Finance Association, vol. 58(4), pages 1557-1582, August.
    33. Bengt Holmstrom, 1982. "Moral Hazard in Teams," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 324-340, Autumn.
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