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Are the Fama French factors treated as risk? Evidence from CEO compensation

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  • Jeremy Bertomeu
  • Edwige Cheynel
  • Michelle Liu‐Watts

Abstract

Asset pricing theory postulates that a risk factor correlates with individuals' marginal utility of consumption. Hence, under plausible preferences, individuals should become more risk tolerant given favorable factor returns. We show that this wealth effect predicts a positive association between performance pay and factor returns. Our results support the hypothesized relationship for the market, book‐to‐market and momentum factors. Factors constructed from bond prices are positively associated to incentives, incrementally to the Fama French factors, but we obtain mixed evidence for higher‐order market factors, liquidity factors or factors constructed from national income accounts, including pricing kernels.

Suggested Citation

  • Jeremy Bertomeu & Edwige Cheynel & Michelle Liu‐Watts, 2018. "Are the Fama French factors treated as risk? Evidence from CEO compensation," European Financial Management, European Financial Management Association, vol. 24(5), pages 728-774, November.
    • Handle: RePEc:bla:eufman:v:24:y:2018:i:5:p:728-774
    DOI: 10.1111/eufm.12172
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    as
    1. Bergstresser, Daniel & Philippon, Thomas, 2006. "CEO incentives and earnings management," Journal of Financial Economics, Elsevier, vol. 80(3), pages 511-529, June.
    2. John E. Core & Wayne R. Guay & David F. Larcker, 2003. "Executive equity compensation and incentives: a survey," Economic Policy Review, Federal Reserve Bank of New York, vol. 9(Apr), pages 27-50.
    3. Hall, Brian J. & Murphy, Kevin J., 2002. "Stock options for undiversified executives," Journal of Accounting and Economics, Elsevier, vol. 33(1), pages 3-42, February.
    4. Burns, Natasha & Kedia, Simi, 2006. "The impact of performance-based compensation on misreporting," Journal of Financial Economics, Elsevier, vol. 79(1), pages 35-67, January.
    5. Xavier Gabaix & Augustin Landier, 2008. "Why has CEO Pay Increased So Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 49-100.
    6. Chip Heath & Steven Huddart & Mark Lang, 1999. "Psychological Factors and Stock Option Exercise," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 601-627.
    7. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    8. Melanie Cao & Rong Wang, 2013. "Optimal CEO Compensation with Search: Theory and Empirical Evidence," Journal of Finance, American Finance Association, vol. 68(5), pages 2001-2058, October.
    9. John M. Abowd & David S. Kaplan, 1999. "Executive Compensation: Six Questions That Need Answering," Journal of Economic Perspectives, American Economic Association, vol. 13(4), pages 145-168, Fall.
    10. Alex Edmans & Vivian W. Fang & Katharina A. Lewellen, 2017. "Equity Vesting and Investment," The Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2229-2271.
    11. Douglas T. Breeden & Michael R Gibbons & Robert H. Litzenberger, "undated". "Empirical Tests of the Consumption-Oriented CAPM," Rodney L. White Center for Financial Research Working Papers 07-89, Wharton School Rodney L. White Center for Financial Research.
    12. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    13. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    14. Ethan Ligon, 1998. "Risk Sharing and Information in Village Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(4), pages 847-864.
    15. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    16. Bizjak, John M. & Brickley, James A. & Coles, Jeffrey L., 1993. "Stock-based incentive compensation and investment behavior," Journal of Accounting and Economics, Elsevier, vol. 16(1-3), pages 349-372, April.
    17. George‐Levi Gayle & Limor Golan & Robert A. Miller, 2015. "Promotion, Turnover, and Compensation in the Executive Labor Market," Econometrica, Econometric Society, vol. 83, pages 2293-2369, November.
    18. Lucian Bebchuk, 2005. "The Growth of Executive Pay," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 21(2), pages 283-303, Summer.
    19. Mark Rubinstein., 1975. "The Strong Case for the Generalized Logarithmic Utility Model as the Premier Model of Financial Markets," Research Program in Finance Working Papers 34, University of California at Berkeley.
    20. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    21. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    22. Chan, K C & Foresi, Silverio & Lang, Larry H P, 1996. "Does Money Explain Asset Returns? Theory and Empirical Analysis," Journal of Finance, American Finance Association, vol. 51(1), pages 345-361, March.
    23. Jonathan B. Berk & Richard C. Green, 2004. "Mutual Fund Flows and Performance in Rational Markets," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1269-1295, December.
    24. Lambert, Ra & Larcker, Df, 1987. "An Analysis Of The Use Of Accounting And Market Measures Of Performance In Executive-Compensation Contracts," Journal of Accounting Research, Wiley Blackwell, vol. 25, pages 85-129.
    25. Gibbons, Robert & Murphy, Kevin J, 1992. "Optimal Incentive Contracts in the Presence of Career Concerns: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 100(3), pages 468-505, June.
    26. Glode, Vincent, 2011. "Why mutual funds "underperform"," Journal of Financial Economics, Elsevier, vol. 99(3), pages 546-559, March.
    27. Sweeney, Richard J & Warga, Arthur D, 1986. "The Pricing of Interest-Rate Risk: Evidence from the Stock Market," Journal of Finance, American Finance Association, vol. 41(2), pages 393-410, June.
    28. John E. Core & Wayne R. Guay & Tjomme O. Rusticus, 2006. "Does Weak Governance Cause Weak Stock Returns? An Examination of Firm Operating Performance and Investors' Expectations," Journal of Finance, American Finance Association, vol. 61(2), pages 655-687, April.
    29. Rosenberg, Joshua V. & Engle, Robert F., 2002. "Empirical pricing kernels," Journal of Financial Economics, Elsevier, vol. 64(3), pages 341-372, June.
    30. Robert F. Dittmar, 2002. "Nonlinear Pricing Kernels, Kurtosis Preference, and Evidence from the Cross Section of Equity Returns," Journal of Finance, American Finance Association, vol. 57(1), pages 369-403, February.
    31. repec:bla:jfinan:v:44:y:1989:i:2:p:231-62 is not listed on IDEAS
    32. Richard Blundell & Luigi Pistaferri & Ian Preston, 2008. "Consumption Inequality and Partial Insurance," American Economic Review, American Economic Association, vol. 98(5), pages 1887-1921, December.
    33. 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.
    34. 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.
    35. Lioui, Abraham & Maio, Paulo, 2014. "Interest Rate Risk and the Cross Section of Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 483-511, April.
    36. Breeden, Douglas T., 1979. "An intertemporal asset pricing model with stochastic consumption and investment opportunities," Journal of Financial Economics, Elsevier, vol. 7(3), pages 265-296, September.
    37. Yermack, David, 1995. "Do corporations award CEO stock options effectively?," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 237-269.
    38. Sadka, Ronnie, 2006. "Momentum and post-earnings-announcement drift anomalies: The role of liquidity risk," Journal of Financial Economics, Elsevier, vol. 80(2), pages 309-349, May.
    39. repec:bla:jfinan:v:59:y:2004:i:4:p:1619-1650 is not listed on IDEAS
    40. Brian J. Hall & Jeffrey B. Liebman, 1998. "Are CEOs Really Paid Like Bureaucrats?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 653-691.
    41. Telmer, Chris I, 1993. "Asset-Pricing Puzzles and Incomplete Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1803-1832, December.
    42. Garvey, Gerald T. & Milbourn, Todd T., 2006. "Asymmetric benchmarking in compensation: Executives are rewarded for good luck but not penalized for bad," Journal of Financial Economics, Elsevier, vol. 82(1), pages 197-225, October.
    43. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    44. 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.
    45. 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.
    46. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    47. repec:bla:jfinan:v:59:y:2004:i:4:p:1481-1509 is not listed on IDEAS
    48. 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.
    49. Antle, R & Smith, A, 1986. "An Empirical-Investigation Of The Relative Performance Evaluation Of Corporate-Executives," Journal of Accounting Research, Wiley Blackwell, vol. 24(1), pages 1-39.
    50. Canice Prendergast, 2002. "The Tenuous Trade-off between Risk and Incentives," Journal of Political Economy, University of Chicago Press, vol. 110(5), pages 1071-1102, October.
    51. Huddart, Steven & Lang, Mark, 1996. "Employee stock option exercises an empirical analysis," Journal of Accounting and Economics, Elsevier, vol. 21(1), pages 5-43, February.
    52. Jeremy Bertomeu, 2015. "Incentive Contracts, Market Risk, and Cost of Capital," Contemporary Accounting Research, John Wiley & Sons, vol. 32(4), pages 1337-1352, December.
    53. repec:bla:jfinan:v:59:y:2004:i:5:p:2281-2308 is not listed on IDEAS
    54. Motohiro Yogo, 2006. "A Consumption‐Based Explanation of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 61(2), pages 539-580, April.
    55. Janakiraman, Sn & Lambert, Ra & Larcker, Df, 1992. "An Empirical-Investigation Of The Relative Performance Evaluation Hypothesis," Journal of Accounting Research, Wiley Blackwell, vol. 30(1), pages 53-69.
    56. Douglas T. Breeden & Michael R Gibbons & Robert H. Litzenberger, "undated". "Empirical Tests of the Consumption-Oriented CAPM," Rodney L. White Center for Financial Research Working Papers 7-89, Wharton School Rodney L. White Center for Financial Research.
    57. Rajesh K. Aggarwal & Andrew A. Samwick, 2003. "Performance Incentives within Firms: The Effect of Managerial Responsibility," Journal of Finance, American Finance Association, vol. 58(4), pages 1613-1650, August.
    58. Cochrane, John H, 1991. "A Simple Test of Consumption Insurance," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 957-976, October.
    59. James Dow & Clara C. Raposo, 2005. "CEO Compensation, Change, and Corporate Strategy," Journal of Finance, American Finance Association, vol. 60(6), pages 2701-2727, December.
    60. Alex Edmans & Xavier Gabaix & Augustin Landier, 2009. "A Multiplicative Model of Optimal CEO Incentives in Market Equilibrium," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 4881-4917, December.
    61. Rajesh K. Aggarwal & Andrew A. Samwick, 2003. "Why Do Managers Diversify Their Firms? Agency Reconsidered," Journal of Finance, American Finance Association, vol. 58(1), pages 71-118, February.
    62. Marianne Bertrand & Sendhil Mullainathan, 2001. "Are CEOs Rewarded for Luck? The Ones Without Principals Are," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 901-932.
    63. 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.
    64. Wei Cen & John A. Doukas, 2017. "CEO personal investment decisions and firm risk," European Financial Management, European Financial Management Association, vol. 23(5), pages 920-950, October.
    65. Green, Richard C. & Jarrow, Robert A., 1987. "Spanning and completeness in markets with contingent claims," Journal of Economic Theory, Elsevier, vol. 41(1), pages 202-210, February.
    66. 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.
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