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Human capital, capital structure, and employee pay: An empirical analysis

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  • Chemmanur, Thomas J.
  • Cheng, Yingmei
  • Zhang, Tianming

Abstract

We test the predictions of Titman (1984) and Berk, Stanton, and Zechner (2010) by examining the effect of leverage on labor costs. Leverage has a significantly positive impact on cash, equity-based, and total compensation of chief executive officers (CEOs). Compensation of new CEOs hired from outside the firm is positively related to prior-year firm leverage. In addition, leverage has a positive and significant impact on average employee pay. The incremental total labor expenses associated with an increase in leverage are large enough to offset the incremental tax benefits of debt. The empirical evidence supports the theoretical prediction that labor costs limit the use of debt.

Suggested Citation

  • Chemmanur, Thomas J. & Cheng, Yingmei & Zhang, Tianming, 2013. "Human capital, capital structure, and employee pay: An empirical analysis," Journal of Financial Economics, Elsevier, vol. 110(2), pages 478-502.
  • Handle: RePEc:eee:jfinec:v:110:y:2013:i:2:p:478-502
    DOI: 10.1016/j.jfineco.2013.07.003
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    1. Ittner, Christopher D. & Lambert, Richard A. & Larcker, David F., 2003. "The structure and performance consequences of equity grants to employees of new economy firms," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 89-127, January.
    2. John R. Graham & Michael L. Lemmon & James S. Schallheim, 1998. "Debt, Leases, Taxes, and the Endogeneity of Corporate Tax Status," Journal of Finance, American Finance Association, vol. 53(1), pages 131-162, February.
    3. Perotti, Enrico C & Spier, Kathryn E, 1993. "Capital Structure as a Bargaining Tool: The Role of Leverage in Contract Renegotiation," American Economic Review, American Economic Association, vol. 83(5), pages 1131-1141, December.
    4. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    5. Mark C. Anderson & Rajiv D. Banker & Sury Ravindran, 2000. "Executive Compensation in the Information Technology Industry," Management Science, INFORMS, vol. 46(4), pages 530-547, April.
    6. Henrik Cronqvist & Fredrik Heyman & Mattias Nilsson & Helena Svaleryd & Jonas Vlachos, 2009. "Do Entrenched Managers Pay Their Workers More?," Journal of Finance, American Finance Association, vol. 64(1), pages 309-339, February.
    7. Leary, Mark T. & Roberts, Michael R., 2010. "The pecking order, debt capacity, and information asymmetry," Journal of Financial Economics, Elsevier, vol. 95(3), pages 332-355, March.
    8. Jonathan B. Berk & Richard Stanton & Josef Zechner, 2010. "Human Capital, Bankruptcy, and Capital Structure," Journal of Finance, American Finance Association, vol. 65(3), pages 891-926, June.
    9. Brown, Charles & Medoff, James, 1989. "The Employer Size-Wage Effect," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1027-1059, October.
    10. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    11. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 107-156.
    12. Graham, John R., 1996. "Debt and the marginal tax rate," Journal of Financial Economics, Elsevier, vol. 41(1), pages 41-73, May.
    13. Carola Frydman & Dirk Jenter, 2010. "CEO Compensation," Annual Review of Financial Economics, Annual Reviews, vol. 2(1), pages 75-102, December.
    14. Armen Hovakimian & Ayla Kayhan & Sheridan Titman, 2012. "Are Corporate Default Probabilities Consistent with the Static Trade-off Theory?," The Review of Financial Studies, Society for Financial Studies, vol. 25(2), pages 315-340.
    15. Baldwin, Carliss Y, 1983. "Productivity and Labor Unions: An Application of the Theory of Self-Enforcing Contracts," The Journal of Business, University of Chicago Press, vol. 56(2), pages 155-185, April.
    16. Fama, Eugene F. & Schwert, G. William, 1977. "Human capital and capital market equilibrium," Journal of Financial Economics, Elsevier, vol. 4(1), pages 95-125, January.
    17. Titman, Sheridan, 1984. "The effect of capital structure on a firm's liquidation decision," Journal of Financial Economics, Elsevier, vol. 13(1), pages 137-151, March.
    18. Carlos A. Molina, 2005. "Are Firms Underleveraged? An Examination of the Effect of Leverage on Default Probabilities," Journal of Finance, American Finance Association, vol. 60(3), pages 1427-1459, June.
    19. 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.
    20. Graham, John R., 1996. "Proxies for the corporate marginal tax rate," Journal of Financial Economics, Elsevier, vol. 42(2), pages 187-221, October.
    21. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    22. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    23. Elazar Berkovitch & Ronen Israel & Yossef Spiegel, 2000. "Managerial Compensation and Capital Structure," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 9(4), pages 549-584, December.
    24. Ivo Welch, 2011. "Two Common Problems in Capital Structure Research: The Financial‐Debt‐To‐Asset Ratio and Issuing Activity Versus Leverage Changes," International Review of Finance, International Review of Finance Ltd., vol. 11(1), pages 1-17, March.
    25. Murphy, Kevin J., 2003. "Stock-based pay in new economy firms," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 129-147, January.
    26. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    27. David A. Matsa, 2010. "Capital Structure as a Strategic Variable: Evidence from Collective Bargaining," Journal of Finance, American Finance Association, vol. 65(3), pages 1197-1232, June.
    28. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    29. Graham, John R. & Tucker, Alan L., 2006. "Tax shelters and corporate debt policy," Journal of Financial Economics, Elsevier, vol. 81(3), pages 563-594, September.
    30. Chen, Long & Zhao, Xinlei, 2006. "On the relation between the market-to-book ratio, growth opportunity, and leverage ratio," Finance Research Letters, Elsevier, vol. 3(4), pages 253-266, December.
    31. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    32. Stephen G. Bronars & Donald R. Deere, 1991. "The Threat of Unionization, the Use of Debt, and the Preservation of Shareholder Wealth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 231-254.
    33. Brown, David T. & Fee, C. Edward & Thomas, Shawn E., 2009. "Financial leverage and bargaining power with suppliers: Evidence from leveraged buyouts," Journal of Corporate Finance, Elsevier, vol. 15(2), pages 196-211, April.
    34. Hennessy, Christopher A. & Livdan, Dmitry, 2009. "Debt, bargaining, and credibility in firm-supplier relationships," Journal of Financial Economics, Elsevier, vol. 93(3), pages 382-399, September.
    35. Jaggia, Priscilla Butt & Thakor, Anjan V, 1994. "Firm-Specific Human Capital and Optimal Capital Structure," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(2), pages 283-308, May.
    36. Dasgupta, Sudipto & Sengupta, Kunal, 1993. "Sunk Investment, Bargaining and Choice of Capital Structure," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 34(1), pages 203-220, February.
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    More about this item

    Keywords

    Capital structure; Human capital; Labor costs;
    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

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