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Executive compensation and the potential for additional efficiency gains: Evidence from the Indian manufacturing sector

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  • Kutlu, Levent
  • Nair-Reichert, Usha

Abstract

We examine the relationship between executive compensation and technical efficiency. We highlight heterogeneity in this relationship, identify opportunities for within-sector efficiency gains, and the channels through which such gains occur. Previous research mainly focuses on excessive executive compensation that does not reflect firm performance. We develop unique measures for executive overcompensation and undercompensation, and account for endogeniety. Using firm-level data for the Indian chemical, textile, and pharmaceutical sectors during 2004–2015, we conclude that the median firm overcompensates and large firms undercompensate their executives. Overcompensation decreases firms’ profits as increased executive costs outweigh the benefits of efficiency gains. Firms in the top 10% in terms of sales in their industry undercompensate their executives and experience a median increase in profits when executive compensation increases. This new insight has important implications for executive compensation strategies: for the subset of large firms that undercompensate, increased executive compensation is a channel for improving profitability.

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  • Kutlu, Levent & Nair-Reichert, Usha, 2022. "Executive compensation and the potential for additional efficiency gains: Evidence from the Indian manufacturing sector," Economic Modelling, Elsevier, vol. 114(C).
    • Handle: RePEc:eee:ecmode:v:114:y:2022:i:c:s0264999322001778
    DOI: 10.1016/j.econmod.2022.105931
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    as
    1. Martin Stephen, 1993. "Endogenous Firm Efficiency in a Cournot Principal-Agent Model," Journal of Economic Theory, Elsevier, vol. 59(2), pages 445-450, April.
    2. 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.
    3. Nancy L. Rose & Andrea Shepard, 1997. "Firm Diversification and CEO Compensation: Managerial Ability or Executive Entrenchment?," RAND Journal of Economics, The RAND Corporation, vol. 28(3), pages 489-514, Autumn.
    4. Kevin J. Murphy, 1986. "Incentives, Learning, and Compensation: A Theoretical and Empirical Investigation of Managerial Labor Contracts," RAND Journal of Economics, The RAND Corporation, vol. 17(1), pages 59-76, Spring.
    5. Rodolphe Durand & Vicente Vargas, 2003. "Ownership, organization and private firm's efficient use of resources," Post-Print hal-02311662, HAL.
    6. Rodolphe Durand & Vicente Vargas, 2003. "Ownership, organization, and private firms' efficient use of resources," Post-Print hal-00480849, HAL.
    7. Morck, Randall & Shleifer, Andrei & Vishny, Robert W, 1990. "Do Managerial Objectives Drive Bad Acquisitions?," Journal of Finance, American Finance Association, vol. 45(1), pages 31-48, March.
    8. Chen, Ming-Yuan, 2010. "Managerial pay adjustments: Decomposition and impact on firm productive efficiency," Economic Modelling, Elsevier, vol. 27(1), pages 196-207, January.
    9. Rodolphe Durand & Vicente Vargas, 2003. "Ownership, organization, and private firms' efficient use of resources," Strategic Management Journal, Wiley Blackwell, vol. 24(7), pages 667-675, July.
    10. 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.
    11. Aviv Nevo, 2000. "Mergers with Differentiated Products: The Case of the Ready-to-Eat Cereal Industry," RAND Journal of Economics, The RAND Corporation, vol. 31(3), pages 395-421, Autumn.
    12. Michel A. Habib & Alexander Ljungqvist, 2005. "Firm Value and Managerial Incentives: A Stochastic Frontier Approach," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2053-2094, November.
    13. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    14. Willam Greene, 2005. "Fixed and Random Effects in Stochastic Frontier Models," Journal of Productivity Analysis, Springer, vol. 23(1), pages 7-32, January.
    15. Nevo, Aviv, 2001. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Econometrica, Econometric Society, vol. 69(2), pages 307-342, March.
    16. Ghosh, Saibal, 2010. "Firm performance and CEO pay: Evidence from Indian manufacturing," MPRA Paper 25451, University Library of Munich, Germany.
    17. 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.
    18. Allen N. Berger & Timothy H. Hannan, 1998. "The Efficiency Cost Of Market Power In The Banking Industry: A Test Of The "Quiet Life" And Related Hypotheses," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 454-465, August.
    19. Amsler, Christine & Prokhorov, Artem & Schmidt, Peter, 2016. "Endogeneity in stochastic frontier models," Journal of Econometrics, Elsevier, vol. 190(2), pages 280-288.
    20. Kim, Hwa-Sung, 2013. "Executive bonus compensation when abnormal earnings and the state of the economy are correlated," Economic Modelling, Elsevier, vol. 32(C), pages 58-65.
    21. Mehran, Hamid, 1995. "Executive compensation structure, ownership, and firm performance," Journal of Financial Economics, Elsevier, vol. 38(2), pages 163-184, June.
    22. Mustafa U. Karakaplan & Levent Kutlu, 2017. "Endogeneity in panel stochastic frontier models: an application to the Japanese cotton spinning industry," Applied Economics, Taylor & Francis Journals, vol. 49(59), pages 5935-5939, December.
    23. Giovanni Calice & Levent Kutlu & Ming Zeng, 2021. "Understanding US firm efficiency and its asset pricing implications," Empirical Economics, Springer, vol. 60(2), pages 803-827, February.
    24. Erkens, David H. & Hung, Mingyi & Matos, Pedro, 2012. "Corporate governance in the 2007–2008 financial crisis: Evidence from financial institutions worldwide," Journal of Corporate Finance, Elsevier, vol. 18(2), pages 389-411.
    25. 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.
    26. 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.
    27. David Scharfstein, 1988. "Product-Market Competition and Managerial Slack," RAND Journal of Economics, The RAND Corporation, vol. 19(1), pages 147-155, Spring.
    28. Tian, Lihui & Estrin, Saul, 2008. "Retained state shareholding in Chinese PLCs: Does government ownership always reduce corporate value?," Journal of Comparative Economics, Elsevier, vol. 36(1), pages 74-89, March.
    29. Tran, Kien C. & Tsionas, Efthymios G., 2013. "GMM estimation of stochastic frontier model with endogenous regressors," Economics Letters, Elsevier, vol. 118(1), pages 233-236.
    30. Kato, Takao & Long, Cheryl, 2006. "Executive Compensation, Firm Performance, and Corporate Governance in China: Evidence from Firms Listed in the Shanghai and Shenzhen Stock Exchanges," Economic Development and Cultural Change, University of Chicago Press, vol. 54(4), pages 945-983, July.
    31. 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.
    32. Wang, Hung-Jen & Ho, Chia-Wen, 2010. "Estimating fixed-effect panel stochastic frontier models by model transformation," Journal of Econometrics, Elsevier, vol. 157(2), pages 286-296, August.
    33. Rodolphe Durand & Vicente Vargas, 2003. "Ownership, Organization, and Private Firm's efficient use of resources," Post-Print hal-00699294, HAL.
    34. Delis, Manthos D. & Tsionas, Efthymios G., 2009. "The joint estimation of bank-level market power and efficiency," Journal of Banking & Finance, Elsevier, vol. 33(10), pages 1842-1850, October.
    35. Kutlu, Levent, 2010. "Battese-coelli estimator with endogenous regressors," Economics Letters, Elsevier, vol. 109(2), pages 79-81, November.
    36. Agrawal, Anup & Knoeber, Charles R., 1996. "Firm Performance and Mechanisms to Control Agency Problems between Managers and Shareholders," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(3), pages 377-397, September.
    37. Stijn Claessens & Simeon Djankov & Joseph P. H. Fan & Larry H. P. Lang, 2002. "Disentangling the Incentive and Entrenchment Effects of Large Shareholdings," Journal of Finance, American Finance Association, vol. 57(6), pages 2741-2771, December.
    38. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2009. "Bank ownership and efficiency in China: What will happen in the world's largest nation?," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 113-130, January.
    39. Griffiths, William E. & Hajargasht, Gholamreza, 2016. "Some models for stochastic frontiers with endogeneity," Journal of Econometrics, Elsevier, vol. 190(2), pages 341-348.
    40. Gregory Sierra & Eli Talmor & James Wallace, 2006. "An Examination of Multiple Governance Forces within Bank Holding Companies," Journal of Financial Services Research, Springer;Western Finance Association, vol. 29(2), pages 105-123, April.
    41. Balasubramanian, N. & Black, Bernard S. & Khanna, Vikramaditya, 2010. "The relation between firm-level corporate governance and market value: A case study of India," Emerging Markets Review, Elsevier, vol. 11(4), pages 319-340, December.
    42. Amsler, Christine & Prokhorov, Artem & Schmidt, Peter, 2017. "Endogenous environmental variables in stochastic frontier models," Journal of Econometrics, Elsevier, vol. 199(2), pages 131-140.
    43. Benjamin E. Hermalin & Michael S. Weisbach, 1991. "The Effects of Board Composition and Direct Incentives on Firm Performance," Financial Management, Financial Management Association, vol. 20(4), Winter.
    44. Demsetz, Harold & Villalonga, Belen, 2001. "Ownership structure and corporate performance," Journal of Corporate Finance, Elsevier, vol. 7(3), pages 209-233, September.
    45. Yim, Soojin, 2013. "The acquisitiveness of youth: CEO age and acquisition behavior," Journal of Financial Economics, Elsevier, vol. 108(1), pages 250-273.
    46. Mustafa U. Karakaplan & Levent Kutlu, 2017. "Handling Endogeneity in Stochastic Frontier Analysis," Economics Bulletin, AccessEcon, vol. 37(2), pages 889-901.
    47. Steen Thomsen & Torben Pedersen, 2000. "Ownership structure and economic performance in the largest european companies," Strategic Management Journal, Wiley Blackwell, vol. 21(6), pages 689-705, June.
    48. Bliss, Richard T. & Rosen, Richard J., 2001. "CEO compensation and bank mergers," Journal of Financial Economics, Elsevier, vol. 61(1), pages 107-138, July.
    49. Kutlu, Levent & Sickles, Robin C., 2012. "Estimation of market power in the presence of firm level inefficiencies," Journal of Econometrics, Elsevier, vol. 168(1), pages 141-155.
    50. Lensink, Robert & Meesters, Aljar & Naaborg, Ilko, 2008. "Bank efficiency and foreign ownership: Do good institutions matter?," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 834-844, May.
    51. Yao, Wenyun & Sang, Yadi & Shen, Yongjian & Han, Pengfei, 2020. "Performance sensitivity of non-executive compensation in China: The role of economic policy uncertainty," Economic Modelling, Elsevier, vol. 93(C), pages 310-320.
    52. Sherwin Rosen, 1982. "Authority, Control, and the Distribution of Earnings," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 311-323, Autumn.
    53. Anup Agrawal & Charles R. Knoeber, "undated". "Firm Performance and Mechanisms to Control Agency Problems between Managers and Shareholders (Revision of 29-94)," Rodney L. White Center for Financial Research Working Papers 08-96, Wharton School Rodney L. White Center for Financial Research.
    54. Ryan, Harley Jr. & Wiggins, Roy III, 2001. "The influence of firm- and manager-specific characteristics on the structure of executive compensation," Journal of Corporate Finance, Elsevier, vol. 7(2), pages 101-123, June.
    55. Caudill, Steven B & Ford, Jon M & Gropper, Daniel M, 1995. "Frontier Estimation and Firm-Specific Inefficiency Measures in the Presence of Heteroscedasticity," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 105-111, January.
    56. 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.
    57. Meryem Duygun & Levent Kutlu & Robin C. Sickles, 2016. "Measuring productivity and efficiency: a Kalman filter approach," Journal of Productivity Analysis, Springer, vol. 46(2), pages 155-167, December.
    58. Levent Kutlu & Kien C. Tran & Mike G. Tsionas, 2020. "Unknown latent structure and inefficiency in panel stochastic frontier models," Journal of Productivity Analysis, Springer, vol. 54(1), pages 75-86, August.
    59. Raushan Bokusheva & Heinrich Hockmann & Subal C. Kumbhakar, 2012. "Dynamics of productivity and technical efficiency in Russian agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 39(4), pages 611-637, September.
    60. Cornwell, Christopher & Schmidt, Peter & Sickles, Robin C., 1990. "Production frontiers with cross-sectional and time-series variation in efficiency levels," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 185-200.
    61. Rosen, Sherwin, 1981. "The Economics of Superstars," American Economic Review, American Economic Association, vol. 71(5), pages 845-858, December.
    62. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    63. Tran, Kien C. & Tsionas, Efthymios G., 2015. "Endogeneity in stochastic frontier models: Copula approach without external instruments," Economics Letters, Elsevier, vol. 133(C), pages 85-88.
    64. Aboody, David & Kasznik, Ron, 2000. "CEO stock option awards and the timing of corporate voluntary disclosures," Journal of Accounting and Economics, Elsevier, vol. 29(1), pages 73-100, February.
    65. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    66. Kumbhakar,Subal C. & Lovell,C. A. Knox, 2003. "Stochastic Frontier Analysis," Cambridge Books, Cambridge University Press, number 9780521666633, November.
    67. Paul Gregg & Sarah Jewell & Ian Tonks, 2012. "Executive Pay and Performance: Did Bankers’ Bonuses Cause the Crisis?," International Review of Finance, International Review of Finance Ltd., vol. 12(1), pages 89-122, March.
    68. Anup Agrawal & Charles R. Knoeber, "undated". "Firm Performance and Mechanisms to Control Agency Problems between Managers and Shareholders (Revision of 29-94)," Rodney L. White Center for Financial Research Working Papers 8-96, Wharton School Rodney L. White Center for Financial Research.
    69. Palia, Darius, 2001. "The Endogeneity of Managerial Compensation in Firm Valuation: A Solution," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 735-764.
    70. Mustafa U. Karakaplan & Levent Kutlu, 2019. "School district consolidation policies: endogenous cost inefficiency and saving reversals," Empirical Economics, Springer, vol. 56(5), pages 1729-1768, May.
    71. Jarrad Harford & Kai Li, 2007. "Decoupling CEO Wealth and Firm Performance: The Case of Acquiring CEOs," Journal of Finance, American Finance Association, vol. 62(2), pages 917-949, April.
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