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Option implied riskiness and risk-taking incentives of executive compensation

Author

Listed:
  • Chia-Chi Lu

    (National Central University)

  • Carl Hsin-han Shen

    (Macquarie University)

  • Pai-Ta Shih

    (National Taiwan University)

  • Wei‐Che Tsai

    (National Sun Yat‐sen University)

Abstract

The riskiness developed by Aumann and Serrano (J Polit Econ 116:810–836, 2008) is a measure based on mean, standard deviation and higher order moments. Instead of relying on corporate policies as indirect measures of firm risk, we theoretically show a positive relation between the value of compensation contracts with convex payoff and the firm’s option implied riskiness through second-order stochastic dominance and provide supportive empirical evidence of this risk taking incentive. To address the endogeneity concern, we perform a difference-in-difference analysis using the implementation of FAS 123R in 2006, an accounting standard under which firms are required to recognize the fair value-based expense of stock option grants. Firms thereby are discouraged from granting executive stock options (ESO) because of the higher cost resulted from the strict expense recognition required by FAS 123R. Hence, the implementation of FAS 123R results in an exogenous negative shock to the use of ESO. Using this approach, we find a significant decrease in the option implied riskiness subsequent to FAS 123R, supportive of the risk-taking incentive associated with executive stock options.

Suggested Citation

  • Chia-Chi Lu & Carl Hsin-han Shen & Pai-Ta Shih & Wei‐Che Tsai, 2023. "Option implied riskiness and risk-taking incentives of executive compensation," Review of Quantitative Finance and Accounting, Springer, vol. 60(3), pages 1143-1160, April.
  • Handle: RePEc:kap:rqfnac:v:60:y:2023:i:3:d:10.1007_s11156-022-01123-2
    DOI: 10.1007/s11156-022-01123-2
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    1. Murphy, Kevin J., 2013. "Executive Compensation: Where We Are, and How We Got There," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 211-356, Elsevier.
    2. Lambert, Ra & Larcker, Df & Verrecchia, Re, 1991. "Portfolio Considerations In Valuing Executive-Compensation," Journal of Accounting Research, Wiley Blackwell, vol. 29(1), pages 129-149.
    3. Jing Xie & Qi Sun & Shaohong Wang & Xiaoping Li & Fei Fan, 2020. "Does Environmental Regulation Affect Export Quality? Theory and Evidence from China," IJERPH, MDPI, vol. 17(21), pages 1-23, November.
    4. Leiss, Matthias & Nax, Heinrich H., 2018. "Option-implied objective measures of market risk," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 241-249.
    5. Xavier Gabaix, 2008. "Variable Rare Disasters: A Tractable Theory of Ten Puzzles in Macro-finance," American Economic Review, American Economic Association, vol. 98(2), pages 64-67, May.
    6. Dean P. Foster & Sergiu Hart, 2009. "An Operational Measure of Riskiness," Journal of Political Economy, University of Chicago Press, vol. 117(5), pages 785-814.
    7. Robert J. Aumann & Roberto Serrano, 2008. "An Economic Index of Riskiness," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 810-836, October.
    8. Marco Taboga, 2014. "The Riskiness of Corporate Bonds," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(4), pages 693-713, June.
    9. Jennifer N. Carpenter, 2000. "Does Option Compensation Increase Managerial Risk Appetite?," Journal of Finance, American Finance Association, vol. 55(5), pages 2311-2331, October.
    10. Francois Gourio, 2012. "Disaster Risk and Business Cycles," American Economic Review, American Economic Association, vol. 102(6), pages 2734-2766, October.
    11. Rubinstein, Mark E., 1973. "The Fundamental Theorem of Parameter-Preference Security Valuation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 8(1), pages 61-69, January.
    12. Robert J. Barro, 2006. "Rare Disasters and Asset Markets in the Twentieth Century," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 823-866.
    13. George J. Jiang & Yisong S. Tian, 2005. "The Model-Free Implied Volatility and Its Information Content," Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1305-1342.
    14. 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.
    15. 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.
    16. Hui Chen & Scott Joslin & Ngoc-Khanh Tran, 2012. "Rare Disasters and Risk Sharing with Heterogeneous Beliefs," The Review of Financial Studies, Society for Financial Studies, vol. 25(7), pages 2189-2224.
    17. Haim Levy, 1992. "Stochastic Dominance and Expected Utility: Survey and Analysis," Management Science, INFORMS, vol. 38(4), pages 555-593, April.
    18. Jessica A. Wachter, 2013. "Can Time-Varying Risk of Rare Disasters Explain Aggregate Stock Market Volatility?," Journal of Finance, American Finance Association, vol. 68(3), pages 987-1035, June.
    19. Dong, Zhiyong & Wang, Cong & Xie, Fei, 2010. "Do executive stock options induce excessive risk taking?," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2518-2529, October.
    20. 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.
    21. Stephen A. Ross, 2004. "Compensation, Incentives, and the Duality of Risk Aversion and Riskiness," Journal of Finance, American Finance Association, vol. 59(1), pages 207-225, February.
    22. Ferri, Fabrizio & Li, Nan, 2020. "Does Option-Based Compensation Affect Payout Policy? Evidence from FAS 123R," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(1), pages 291-329, February.
    23. Lin Peng & Ailsa Röell, 2014. "Managerial Incentives and Stock Price Manipulation," Journal of Finance, American Finance Association, vol. 69(2), pages 487-526, April.
    24. Turan G. Bali & Nusret Cakici & Fousseni Chabi-Yo, 2011. "A Generalized Measure of Riskiness," Management Science, INFORMS, vol. 57(8), pages 1406-1423, August.
    25. Austan Goolsbee, 2000. "Taxes, High-Income Executives, and the Perils of Revenue Estimation in the New Economy," American Economic Review, American Economic Association, vol. 90(2), pages 271-275, May.
    26. Baber, William R. & Janakiraman, Surya N. & Kang, Sok-Hyon, 1996. "Investment opportunities and the structure of executive compensation," Journal of Accounting and Economics, Elsevier, vol. 21(3), pages 297-318, June.
    27. Gurdip Bakshi & Nikunj Kapadia & Dilip Madan, 2003. "Stock Return Characteristics, Skew Laws, and the Differential Pricing of Individual Equity Options," Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 101-143.
    28. Josef Schroth, 2018. "Managerial Compensation and Stock Price Manipulation," Journal of Accounting Research, Wiley Blackwell, vol. 56(5), pages 1335-1381, December.
    29. Adrian Buss & Grigory Vilkov, 2012. "Measuring Equity Risk with Option-implied Correlations," Review of Financial Studies, Society for Financial Studies, vol. 25(10), pages 3113-3140.
    30. Murphy, Kevin J., 1999. "Executive compensation," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 38, pages 2485-2563, Elsevier.
    31. Xavier Gabaix, 2012. "Variable Rare Disasters: An Exactly Solved Framework for Ten Puzzles in Macro-Finance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 645-700.
    32. Kane, Alex, 1982. "Skewness Preference and Portfolio Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 17(1), pages 15-25, March.
    33. Lewellen, Katharina, 2006. "Financing decisions when managers are risk averse," Journal of Financial Economics, Elsevier, vol. 82(3), pages 551-589, December.
    34. Cheng-Few Lee & Chengru Hu & Maggie Foley, 2021. "Differential risk effect of inside debt, CEO compensation diversification, and firm investment," Review of Quantitative Finance and Accounting, Springer, vol. 56(2), pages 505-543, February.
    35. Jamshed Iqbal & Sami Vähämaa, 2019. "Managerial risk-taking incentives and the systemic risk of financial institutions," Review of Quantitative Finance and Accounting, Springer, vol. 53(4), pages 1229-1258, November.
    36. Bali, Turan G. & Cakici, Nusret & Chabi-Yo, Fousseni, 2015. "A new approach to measuring riskiness in the equity market: Implications for the risk premium," Journal of Banking & Finance, Elsevier, vol. 57(C), pages 101-117.
    37. Irfan Safdar & Michael Neel & Babatunde Odusami, 2022. "Accounting information and left-tail risk," Review of Quantitative Finance and Accounting, Springer, vol. 58(4), pages 1709-1740, May.
    38. Robert J. Barro, 2009. "Rare Disasters, Asset Prices, and Welfare Costs," American Economic Review, American Economic Association, vol. 99(1), pages 243-264, March.
    39. repec:eee:labchp:v:3:y:1999:i:pb:p:2485-2563 is not listed on IDEAS
    40. Campbell R. Harvey & Akhtar Siddique, 2000. "Conditional Skewness in Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 55(3), pages 1263-1295, June.
    41. Kraus, Alan & Litzenberger, Robert H, 1976. "Skewness Preference and the Valuation of Risk Assets," Journal of Finance, American Finance Association, vol. 31(4), pages 1085-1100, September.
    42. Shen, Carl Hsin-han & Zhang, Hao, 2013. "CEO risk incentives and firm performance following R&D increases," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1176-1194.
    43. Kadan, Ohad & Liu, Fang, 2014. "Performance evaluation with high moments and disaster risk," Journal of Financial Economics, Elsevier, vol. 113(1), pages 131-155.
    44. Jean, William H., 1971. "The Extension of Portfolio Analysis to Three or More Parameters," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 6(1), pages 505-515, January.
    45. 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.
    46. Faulkender, Michael & Yang, Jun, 2010. "Inside the black box: The role and composition of compensation peer groups," Journal of Financial Economics, Elsevier, vol. 96(2), pages 257-270, May.
    47. Haugen, Robert A & Senbet, Lemma W, 1981. "Resolving the Agency Problems of External Capital through Options," Journal of Finance, American Finance Association, vol. 36(3), pages 629-647, June.
    48. John Core & Wayne Guay, 2002. "Estimating the Value of Employee Stock Option Portfolios and Their Sensitivities to Price and Volatility," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 613-630, June.
    49. Lin Peng & Ailsa Roell, 2008. "Manipulation and Equity-Based Compensation," American Economic Review, American Economic Association, vol. 98(2), pages 285-290, May.
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    More about this item

    Keywords

    Risk-taking incentives; ESOs; Option implied riskiness; Stochastic dominance;
    All these keywords.

    JEL classification:

    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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