IDEAS home Printed from https://ideas.repec.org/a/eee/jfinec/v128y2018i2p378-401.html
   My bibliography  Save this article

CEO attributes, compensation, and firm value: Evidence from a structural estimation

Author

Listed:
  • Page, T. Beau

Abstract

I present and estimate a dynamic model of chief executive officer (CEO) compensation and effort provision. I find that variation in CEO attributes explains the majority of variation in compensation (equity and total) but little of the variation in firm value. The primary drivers of cross-sectional compensation are risk aversion and influence on the board. Additionally, I estimate the magnitude of CEO agency issues. Removing CEO influence increases shareholder value in the typical firm by 1.74%, making CEOs risk neutral increases shareholder value by 16.12%, and removing all agency frictions increases shareholder value by 28.99%.

Suggested Citation

  • Page, T. Beau, 2018. "CEO attributes, compensation, and firm value: Evidence from a structural estimation," Journal of Financial Economics, Elsevier, vol. 128(2), pages 378-401.
    • Handle: RePEc:eee:jfinec:v:128:y:2018:i:2:p:378-401
    DOI: 10.1016/j.jfineco.2018.02.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304405X1830045X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jfineco.2018.02.006?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Ohad Kadan, 2008. "Stocks or Options? Moral Hazard, Firm Viability, and the Design of Compensation Contracts," Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 451-482, January.
    3. Bebchuk, Lucian Arye & Fried, Jesse & Walker, David I, 2002. "Managerial Power and Rent Extraction in the Design of Executive Compensation," CEPR Discussion Papers 3558, C.E.P.R. Discussion Papers.
    4. Christopher A. Hennessy & Toni M. Whited, 2007. "How Costly Is External Financing? Evidence from a Structural Estimation," Journal of Finance, American Finance Association, vol. 62(4), pages 1705-1745, August.
    5. Bo Becker, 2006. "Wealth and Executive Compensation," Journal of Finance, American Finance Association, vol. 61(1), pages 379-397, February.
    6. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    7. Strebulaev, Ilya A. & Whited, Toni M., 2012. "Dynamic Models and Structural Estimation in Corporate Finance," Foundations and Trends(R) in Finance, now publishers, vol. 6(1–2), pages 1-163, November.
    8. Grinstein, Yaniv & Hribar, Paul, 2004. "CEO compensation and incentives: Evidence from M&A bonuses," Journal of Financial Economics, Elsevier, vol. 73(1), pages 119-143, July.
    9. Oyer, Paul & Schaefer, Scott, 2005. "Why do some firms give stock options to all employees?: An empirical examination of alternative theories," Journal of Financial Economics, Elsevier, vol. 76(1), pages 99-133, April.
    10. Tauchen, George, 1986. "Finite state markov-chain approximations to univariate and vector autoregressions," Economics Letters, Elsevier, vol. 20(2), pages 177-181.
    11. Conyon, Martin J & Murphy, Kevin J, 2000. "The Prince and the Pauper? CEO Pay in the United States and United Kingdom," Economic Journal, Royal Economic Society, vol. 110(467), pages 640-671, November.
    12. Ingolf Dittmann & Ernst Maug, 2007. "Lower Salaries and No Options? On the Optimal Structure of Executive Pay," Journal of Finance, American Finance Association, vol. 62(1), pages 303-343, February.
    13. Raj Chetty, 2006. "A New Method of Estimating Risk Aversion," American Economic Review, American Economic Association, vol. 96(5), pages 1821-1834, December.
    14. Brian J. Hall & Kevin J. Murphy, 2003. "The Trouble with Stock Options," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 49-70, Summer.
    15. Boris Nikolov & Toni M. Whited, 2014. "Agency Conflicts and Cash: Estimates from a Dynamic Model," Journal of Finance, American Finance Association, vol. 69(5), pages 1883-1921, October.
    16. 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.
    17. Han, Chirok & Phillips, Peter C. B., 2010. "Gmm Estimation For Dynamic Panels With Fixed Effects And Strong Instruments At Unity," Econometric Theory, Cambridge University Press, vol. 26(1), pages 119-151, February.
    18. George-Levi Gayle & Robert A. Miller, 2009. "Has Moral Hazard Become a More Important Factor in Managerial Compensation?," American Economic Review, American Economic Association, vol. 99(5), pages 1740-1769, December.
    19. Hermalin, Benjamin E & Weisbach, Michael S, 1998. "Endogenously Chosen Boards of Directors and Their Monitoring of the CEO," American Economic Review, American Economic Association, vol. 88(1), pages 96-118, March.
    20. McConnell, John J. & Servaes, Henri, 1990. "Additional evidence on equity ownership and corporate value," Journal of Financial Economics, Elsevier, vol. 27(2), pages 595-612, October.
    21. Demsetz, Harold & Lehn, Kenneth, 1985. "The Structure of Corporate Ownership: Causes and Consequences," Journal of Political Economy, University of Chicago Press, vol. 93(6), pages 1155-1177, December.
    22. George P. Baker & Brian J. Hall, 2004. "CEO Incentives and Firm Size," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 767-798, October.
    23. Bushman, Robert M. & Indjejikian, Raffi J. & Smith, Abbie, 1996. "CEO compensation: The role of individual performance evaluation," Journal of Accounting and Economics, Elsevier, vol. 21(2), pages 161-193, April.
    24. 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.
    25. Margiotta, Mary M & Miller, Robert A, 2000. "Managerial Compensation and the Cost of Moral Hazard," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(3), pages 669-719, August.
    26. Yermack, David, 1995. "Do corporations award CEO stock options effectively?," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 237-269.
    27. 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.
    28. Alex Edmans & Xavier Gabaix, 2016. "Executive Compensation: A Modern Primer," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1232-1287, December.
    29. 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.
    30. Holmstrom, Bengt & Milgrom, Paul, 1987. "Aggregation and Linearity in the Provision of Intertemporal Incentives," Econometrica, Econometric Society, vol. 55(2), pages 303-328, March.
    31. John R. Graham & Si Li & Jiaping Qiu, 2012. "Managerial Attributes and Executive Compensation," Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 144-186.
    32. Brian J. Hall & Kevin J. Murphy, 2003. "The Trouble with Stock Options," NBER Working Papers 9784, National Bureau of Economic Research, Inc.
    33. Kim, E. Han & Lu, Yao, 2011. "CEO ownership, external governance, and risk-taking," Journal of Financial Economics, Elsevier, vol. 102(2), pages 272-292.
    34. Lucian A. Taylor, 2010. "Why Are CEOs Rarely Fired? Evidence from Structural Estimation," Journal of Finance, American Finance Association, vol. 65(6), pages 2051-2087, December.
    35. Graham, John R. & Harvey, Campbell R. & Puri, Manju, 2013. "Managerial attitudes and corporate actions," Journal of Financial Economics, Elsevier, vol. 109(1), pages 103-121.
    36. 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.
    37. Scott Schaefer, 1998. "The Dependence Of Pay--Performance Sensitivity On The Size Of The Firm," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 436-443, August.
    38. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2008. "Boards: Does one size fit all," Journal of Financial Economics, Elsevier, vol. 87(2), pages 329-356, February.
    39. repec:eee:labchp:v:3:y:1999:i:pb:p:2485-2563 is not listed on IDEAS
    40. Bengt Holmstrom, 1979. "Moral Hazard and Observability," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 74-91, Spring.
    41. Himmelberg, Charles P. & Hubbard, R. Glenn & Palia, Darius, 1999. "Understanding the determinants of managerial ownership and the link between ownership and performance," Journal of Financial Economics, Elsevier, vol. 53(3), pages 353-384, September.
    42. Palia, Darius, 2001. "The Endogeneity of Managerial Compensation in Firm Valuation: A Solution," Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 735-764.
    43. Rajesh K. Aggarwal & Andrew A. Samwick, 1999. "The Other Side of the Trade-off: The Impact of Risk on Executive Compensation," Journal of Political Economy, University of Chicago Press, vol. 107(1), pages 65-105, February.
    44. Haubrich, Joseph G, 1994. "Risk Aversion, Performance Pay, and the Principal-Agent Problem," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 258-276, April.
    45. Shleifer, Andrei & Vishny, Robert W, 1986. "Large Shareholders and Corporate Control," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 461-488, June.
    46. HOLMSTROM, Bengt, 1979. "Moral hazard and observability," LIDAM Reprints CORE 379, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    47. Nuno Fernandes & Miguel A. Ferreira & Pedro Matos & Kevin J. Murphy, 2013. "Are U.S. CEOs Paid More? New International Evidence," Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 323-367.
    48. Morck, Randall & Shleifer, Andrei & Vishny, Robert W., 1988. "Management ownership and market valuation," Scholarly Articles 29407535, Harvard University Department of Economics.
    49. George-Levi Gayle & Robert A. Miller, 2015. "Identifying and Testing Models of Managerial Compensation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(3), pages 1074-1118.
    50. 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.
    51. Lucian Bebchuk & Jesse Fried, 2002. "Power, rent extraction, and executive compensation," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 3(03), pages 23-28, October.
    52. Lucian Arye Bebchuk & Jesse M. Fried, 2003. "Executive Compensation as an Agency Problem," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 71-92, Summer.
    53. 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.
    54. Coles, Jeffrey L. & Lemmon, Michael L. & Felix Meschke, J., 2012. "Structural models and endogeneity in corporate finance: The link between managerial ownership and corporate performance," Journal of Financial Economics, Elsevier, vol. 103(1), pages 149-168.
    55. 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.
    56. Morck, Randall & Shleifer, Andrei & Vishny, Robert W., 1988. "Management ownership and market valuation : An empirical analysis," Journal of Financial Economics, Elsevier, vol. 20(1-2), pages 293-315, January.
    57. Ing-Haw Cheng & Harrison Hong & José A. Scheinkman, 2015. "Yesterday's Heroes: Compensation and Risk at Financial Firms," Journal of Finance, American Finance Association, vol. 70(2), pages 839-879, April.
    58. Garen, John E, 1994. "Executive Compensation and Principal-Agent Theory," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1175-1199, December.
    59. Alex Edmans & Xavier Gabaix, 2011. "The Effect of Risk on the CEO Market," Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2822-2863.
    60. Bebchuk, Lucian A. & Fried, Jesse M., 2003. "Executive Compensation as an Agency Problem," Berkeley Olin Program in Law & Economics, Working Paper Series qt81q3136r, Berkeley Olin Program in Law & Economics.
    61. Alex Edmans & Xavier Gabaix & Augustin Landier, 2009. "A Multiplicative Model of Optimal CEO Incentives in Market Equilibrium," Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 4881-4917, December.
    62. Taylor, Lucian A., 2013. "CEO wage dynamics: Estimates from a learning model," Journal of Financial Economics, Elsevier, vol. 108(1), pages 79-98.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Davidson, Robert H., 2022. "Who did it matters: Executive equity compensation and financial reporting fraud," Journal of Accounting and Economics, Elsevier, vol. 73(2).
    2. Aktas, Nihat & Boone, Audra & Croci, Ettore & Signori, Andrea, 2021. "Reductions in CEO career horizons and corporate policies," Journal of Corporate Finance, Elsevier, vol. 66(C).
    3. Murat Alp Celik & Xu Tian, 2023. "Agency Frictions, Managerial Compensation, and Disruptive Innovations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 16-38, December.
    4. St. Dwiarso Utomo & Zaky Machmuddah & Dian Indriana Hapsari, 2021. "The Role of Manager Compensation and Integrated Reporting in Company Value: Indonesia vs. Singapore," Economies, MDPI, vol. 9(4), pages 1-12, October.
    5. Hagendorff, Jens & Saunders, Anthony & Steffen, Sascha & Vallascas, Francesco, 2021. "The wolves of Wall Street? Managerial attributes and bank risk," Journal of Financial Intermediation, Elsevier, vol. 47(C).
    6. Zuomiao Xie & Shiqi Yuan & Jinjing Zhu & Alistair Palferman, 2023. "Dynamic value sharing based on employee contribution as a competitiveness-enhancing device," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Alex Edmans & Xavier Gabaix, 2016. "Executive Compensation: A Modern Primer," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1232-1287, December.
    2. Carola Frydman & Dirk Jenter, 2010. "CEO Compensation," Annual Review of Financial Economics, Annual Reviews, vol. 2(1), pages 75-102, December.
    3. Zhiguo He & Si Li & Bin Wei & Jianfeng Yu, 2014. "Uncertainty, Risk, and Incentives: Theory and Evidence," Management Science, INFORMS, vol. 60(1), pages 206-226, January.
    4. Röell, Ailsa & Peng, Lin & Tang, Hongfei, 2016. "CEO Incentives: Measurement, Determinants, and Impact on Performance," CEPR Discussion Papers 11417, C.E.P.R. Discussion Papers.
    5. Yaowen Shan & Terry Walter, 2016. "Towards a Set of Design Principles for Executive Compensation Contracts," Abacus, Accounting Foundation, University of Sydney, vol. 52(4), pages 619-684, December.
    6. Alex Edmans & Xavier Gabaix & Augustin Landier, 2007. "A Calibratable Model of Optimal CEO Incentives in Market Equilibrium," NBER Working Papers 13372, National Bureau of Economic Research, Inc.
    7. Coles, Jeffrey L. & Lemmon, Michael L. & Felix Meschke, J., 2012. "Structural models and endogeneity in corporate finance: The link between managerial ownership and corporate performance," Journal of Financial Economics, Elsevier, vol. 103(1), pages 149-168.
    8. Jean Canil & Bruce Rosser, 2015. "Evidence on exercise pricing in CEO option grants in two countries," Annals of Finance, Springer, vol. 11(3), pages 383-410, November.
    9. James, Hui & Benson, Bradley W. & Wu, Chen (Ken), 2017. "Does CEO ownership affect payout policy? Evidence from using CEO scaled wealth-performance sensitivity," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 328-345.
    10. Bradley W. Benson & Wallace N. Davidson III & Hongxia Wang & Dan L. Worrell, 2011. "Deviations from Expected Stakeholder Management, Firm Value, and Corporate Governance," Financial Management, Financial Management Association International, vol. 40(1), pages 39-81, March.
    11. Goergen, Marc & Manjon, Miguel C. & Renneboog, Luc, 2008. "Recent developments in German corporate governance," International Review of Law and Economics, Elsevier, vol. 28(3), pages 175-193, September.
    12. Chongwoo Choe & Gloria Tian & Xiangkang Yin, 2008. "Managerial Power, Stock-Based Compensation, And Firm Performance: Theory And Evidence," Monash Economics Working Papers 21/08, Monash University, Department of Economics.
    13. Doyoung Kim, 2010. "The use of stock-based pay for sorting: an empirical analysis of compensation for new CEOs," Applied Economics, Taylor & Francis Journals, vol. 42(23), pages 2999-3010.
    14. Benson, Bradley W. & Davidson III, Wallace N., 2009. "Reexamining the managerial ownership effect on firm value," Journal of Corporate Finance, Elsevier, vol. 15(5), pages 573-586, December.
    15. Kim, E. Han & Lu, Yao, 2011. "CEO ownership, external governance, and risk-taking," Journal of Financial Economics, Elsevier, vol. 102(2), pages 272-292.
    16. Hillegeist, Stephen A. & Peñalva, Fernando, 2004. "Stock option incentives and firm performance," IESE Research Papers D/535, IESE Business School.
    17. Yoon K. Choi, 2020. "Does executive compensation reflect corporate productivity?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(7-8), pages 1012-1033, July.
    18. 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.
    19. Dietl, Helmut M. & Duschl, Tobias & Lang, Markus, 2011. "Executive Pay Regulation: What Regulators, Shareholders, and Managers Can Learn from Major Sports Leagues," Business and Politics, Cambridge University Press, vol. 13(2), pages 1-30, August.
    20. Liljeblom, Eva & Pasternack, Daniel & Rosenberg, Matts, 2011. "What determines stock option contract design?," Journal of Financial Economics, Elsevier, vol. 102(2), pages 293-316.

    More about this item

    Keywords

    CEO compensation; Dynamic principal-agent model; Structural estimation;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jfinec:v:128:y:2018:i:2:p:378-401. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505576 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.