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CEO compensation and bank efficiency: An application of conditional nonparametric frontiers

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  • Matousek, Roman
  • Tzeremes, Nickolaos G.

Abstract

The paper investigates in a dynamic context the effect of Chief Executive Officer (CEO) bonus and salary payments on banks’ technical efficiency levels. Our methodological framework incorporates the latest developments on the probabilistic approach of efficiency measurement as introduced by Bădin et al. (2012). We apply time-dependent conditional efficiency estimates to analyse a sample of 37 US banks for the period from 2003 to 2012. The empirical evidence reveals a non-linear relationship between CEO bonus and salary payments and banks’ efficiency levels. More specifically it is reported that salary and bonus payments affect differently banks’ technological change and technological catch-up levels. Finally, the empirical evidence suggests that higher salary and bonus payments are not always aligned with higher technical efficiency levels.

Suggested Citation

  • Matousek, Roman & Tzeremes, Nickolaos G., 2016. "CEO compensation and bank efficiency: An application of conditional nonparametric frontiers," European Journal of Operational Research, Elsevier, vol. 251(1), pages 264-273.
    • Handle: RePEc:eee:ejores:v:251:y:2016:i:1:p:264-273
    DOI: 10.1016/j.ejor.2015.10.035
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    1. Brick, Ivan E. & Palmon, Oded & Wald, John K., 2006. "CEO compensation, director compensation, and firm performance: Evidence of cronyism?," Journal of Corporate Finance, Elsevier, vol. 12(3), pages 403-423, June.
    2. Crawford, Anthony J & Ezzell, John R & Miles, James A, 1995. "Bank CEO Pay-Performance Relations and the Effects of Deregulation," The Journal of Business, University of Chicago Press, vol. 68(2), pages 231-256, April.
    3. Barro, Jason R & Barro, Robert J, 1990. "Pay, Performance, and Turnover of Bank CEOs," Journal of Labor Economics, University of Chicago Press, vol. 8(4), pages 448-481, October.
    4. 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.
    5. Cuñat, Vicente & Guadalupe, Maria, 2009. "Executive compensation and competition in the banking and financial sectors," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 495-504, March.
    6. Simar, Léopold & Vanhems, Anne, 2012. "Probabilistic characterization of directional distances and their robust versions," Journal of Econometrics, Elsevier, vol. 166(2), pages 342-354.
    7. 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.
    8. Joseph P. Hughes & Loretta J. Mester, 2008. "Efficiency in banking: theory, practice, and evidence," Working Papers 08-1, Federal Reserve Bank of Philadelphia.
    9. Bădin, Luiza & Daraio, Cinzia & Simar, Léopold, 2012. "How to measure the impact of environmental factors in a nonparametric production model," European Journal of Operational Research, Elsevier, vol. 223(3), pages 818-833.
    10. Craig Crossland & Donald C. Hambrick, 2007. "How national systems differ in their constraints on corporate executives: a study of CEO effects in three countries," Strategic Management Journal, Wiley Blackwell, vol. 28(8), pages 767-789, August.
    11. Hayes, Rachel M. & Schaefer, Scott, 2009. "CEO pay and the Lake Wobegon Effect," Journal of Financial Economics, Elsevier, vol. 94(2), pages 280-290, November.
    12. Daraio, Cinzia & Simar, Léopold, 2014. "Directional distances and their robust versions: Computational and testing issues," European Journal of Operational Research, Elsevier, vol. 237(1), pages 358-369.
    13. Fujii, Hidemichi & Managi, Shunsuke & Matousek, Roman, 2014. "Indian bank efficiency and productivity changes with undesirable outputs: A disaggregated approach," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 41-50.
    14. Daraio, Cinzia & Bonaccorsi, Andrea & Simar, Léopold, 2015. "Rankings and university performance: A conditional multidimensional approach," European Journal of Operational Research, Elsevier, vol. 244(3), pages 918-930.
    15. 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.
    16. Xianming Zhou, 2000. "CEO pay, firm size, and corporate performance: evidence from Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 33(1), pages 213-251, February.
    17. Bizjak, John & Lemmon, Michael & Nguyen, Thanh, 2011. "Are all CEOs above average? An empirical analysis of compensation peer groups and pay design," Journal of Financial Economics, Elsevier, vol. 100(3), pages 538-555, June.
    18. Kaplan, Steven N, 1994. "Top Executive Rewards and Firm Performance: A Comparison of Japan and the United States," Journal of Political Economy, University of Chicago Press, vol. 102(3), pages 510-546, June.
    19. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    20. Cinzia Daraio & Léopold Simar, 2005. "Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach," Journal of Productivity Analysis, Springer, vol. 24(1), pages 93-121, September.
    21. Curi, Claudia & Lozano-Vivas, Ana & Zelenyuk, Valentin, 2015. "Foreign bank diversification and efficiency prior to and during the financial crisis: Does one business model fit all?," Journal of Banking & Finance, Elsevier, vol. 61(S1), pages 22-35.
    22. Mehran, Hamid, 1995. "Executive compensation structure, ownership, and firm performance," Journal of Financial Economics, Elsevier, vol. 38(2), pages 163-184, June.
    23. 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.
    24. Hubbard, R. Glenn & Palia, Darius, 1995. "Executive pay and performance Evidence from the U.S. banking industry," Journal of Financial Economics, Elsevier, vol. 39(1), pages 105-130, September.
    25. Trevor Buck & Alistair Bruce & Brian G. M. Main & Henry Udueni, 2003. "Long Term Incentive Plans, Executive Pay and UK Company Performance," Journal of Management Studies, Wiley Blackwell, vol. 40(7), pages 1709-1727, November.
    26. Gormley, Todd A. & Matsa, David A. & Milbourn, Todd, 2013. "CEO compensation and corporate risk: Evidence from a natural experiment," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 79-101.
    27. Murphy, Kevin J., 1985. "Corporate performance and managerial remuneration : An empirical analysis," Journal of Accounting and Economics, Elsevier, vol. 7(1-3), pages 11-42, April.
    28. Mitchell Berlin & Loretta J. Mester, 2000. "Optimal financial contracts for large investors: the role of lender liability," Working Papers 00-1, Federal Reserve Bank of Philadelphia.
    29. Badin, Luiza & Daraio, Cinzia & Simar, Léopold, 2010. "Optimal bandwidth selection for conditional efficiency measures: A data-driven approach," European Journal of Operational Research, Elsevier, vol. 201(2), pages 633-640, March.
    30. 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.
    31. Daniel J. Henderson & Valentin Zelenyuk, 2007. "Testing for (Efficiency) Catching-up," Southern Economic Journal, John Wiley & Sons, vol. 73(4), pages 1003-1019, April.
    32. Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
    33. Michael C. Jensen & Kevin J. Murphy, 2010. "CEO Incentives—It's Not How Much You Pay, But How," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 64-76, January.
    34. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    35. Ang, James & Lauterbach, Beni & Schreiber, Ben Z., 2002. "Pay at the executive suite: How do US banks compensate their top management teams?," Journal of Banking & Finance, Elsevier, vol. 26(6), pages 1143-1163, June.
    36. Léopold Simar & Paul Wilson, 2011. "Two-stage DEA: caveat emptor," Journal of Productivity Analysis, Springer, vol. 36(2), pages 205-218, October.
    37. Wilson, Paul W., 2008. "FEAR: A software package for frontier efficiency analysis with R," Socio-Economic Planning Sciences, Elsevier, vol. 42(4), pages 247-254, December.
    38. Coughlan, Anne T. & Schmidt, Ronald M., 1985. "Executive compensation, management turnover, and firm performance : An empirical investigation," Journal of Accounting and Economics, Elsevier, vol. 7(1-3), pages 43-66, April.
    39. Seok-Oh Jeong & Byeong Park & Léopold Simar, 2010. "Nonparametric conditional efficiency measures: asymptotic properties," Annals of Operations Research, Springer, vol. 173(1), pages 105-122, January.
    40. 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.
    41. Cinzia Daraio & Léopold Simar, 2007. "Conditional nonparametric frontier models for convex and nonconvex technologies: a unifying approach," Journal of Productivity Analysis, Springer, vol. 28(1), pages 13-32, October.
    42. Paul H. Kupiec & James M. O'Brien, 1998. "Deposit insurance, bank incentives, and the design of regulatory policy," Economic Policy Review, Federal Reserve Bank of New York, vol. 4(Oct), pages 201-211.
    43. Houston, Joel F. & James, Christopher, 1995. "CEO compensation and bank risk Is compensation in banking structured to promote risk taking?," Journal of Monetary Economics, Elsevier, vol. 36(2), pages 405-431, November.
    44. 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.
    45. Peter Hall & Jeff Racine & Qi Li, 2004. "Cross-Validation and the Estimation of Conditional Probability Densities," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 1015-1026, December.
    46. Anderson, Christopher W. & Becher, David A. & Campbell, Terry II, 2004. "Bank mergers, the market for bank CEOs, and managerial incentives," Journal of Financial Intermediation, Elsevier, vol. 13(1), pages 6-27, January.
    47. Bizjak, John M. & Lemmon, Michael L. & Naveen, Lalitha, 2008. "Does the use of peer groups contribute to higher pay and less efficient compensation?," Journal of Financial Economics, Elsevier, vol. 90(2), pages 152-168, November.
    48. Brissimis, Sophocles N. & Delis, Manthos D. & Papanikolaou, Nikolaos I., 2008. "Exploring the nexus between banking sector reform and performance: Evidence from newly acceded EU countries," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2674-2683, December.
    49. Kose John & Yiming Qian, 2003. "Incentive features in CEO compensation in the banking industry," Economic Policy Review, Federal Reserve Bank of New York, vol. 9(Apr), pages 109-121.
    50. Bliss, Richard T. & Rosen, Richard J., 2001. "CEO compensation and bank mergers," Journal of Financial Economics, Elsevier, vol. 61(1), pages 107-138, July.
    51. 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.
    52. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    53. Brissimis, Sophocles N. & Delis, Manthos D. & Papanikolaou, Nikolaos I., 2008. "Exploring the nexus between banking sector reform and performance: Evidence from newly acceded EU countries," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2674-2683, December.
    54. Daniel J. Henderson & R. Robert Russell, 2005. "Human Capital And Convergence: A Production-Frontier Approach ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(4), pages 1167-1205, November.
    55. John, Kose & Mehran, Hamid & Qian, Yiming, 2010. "Outside monitoring and CEO compensation in the banking industry," Journal of Corporate Finance, Elsevier, vol. 16(4), pages 383-399, September.
    56. 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.
    57. Livne, Gilad & Markarian, Garen & Mironov, Maxim, 2013. "Investment horizon, risk, and compensation in the banking industry," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3669-3680.
    58. Brunello, Giorgio & Graziano, Clara & Parigi, Bruno, 2001. "Executive compensation and firm performance in Italy," International Journal of Industrial Organization, Elsevier, vol. 19(1-2), pages 133-161, January.
    59. Steigenberger, Norbert, 2014. "Only a matter of chance? How firm performance measurement impacts study results," European Management Journal, Elsevier, vol. 32(1), pages 46-65.
    60. Steven N. Kaplan, 2012. "Executive Compensation and Corporate Governance in the U.S.: Perceptions, Facts and Challenges," NBER Working Papers 18395, National Bureau of Economic Research, Inc.
    61. Livne, Gilad & Markarian, Garen & Milne, Alistair, 2011. "Bankers' compensation and fair value accounting," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 1096-1115, September.
    62. Xianming Zhou, 2000. "CEO pay, firm size, and corporate performance: evidence from Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 33(1), pages 213-251, February.
    63. Dyson, R. G. & Allen, R. & Camanho, A. S. & Podinovski, V. V. & Sarrico, C. S. & Shale, E. A., 2001. "Pitfalls and protocols in DEA," European Journal of Operational Research, Elsevier, vol. 132(2), pages 245-259, July.
    64. Daouia, Abdelaati & Simar, Leopold, 2007. "Nonparametric efficiency analysis: A multivariate conditional quantile approach," Journal of Econometrics, Elsevier, vol. 140(2), pages 375-400, October.
    65. Valentin Zelenyuk & Vitaliy Zheka, 2006. "Corporate Governance and Firm’s Efficiency: The Case of a Transitional Country, Ukraine," Journal of Productivity Analysis, Springer, vol. 25(1), pages 143-157, April.
    66. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    67. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
    68. Mitsudome, Toshiaki & Weintrop, Joseph & Hwang, Lee-Seok, 2008. "The relation between changes in CEO compensation and firm performance: A Japanese/American comparison," Journal of the Japanese and International Economies, Elsevier, vol. 22(4), pages 605-619, December.
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    Cited by:

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