IDEAS home Printed from https://ideas.repec.org/p/hbs/wpaper/18-007.html
   My bibliography  Save this paper

Rethinking Measurement of Pay Disparity and its Relation to Firm Performance

Author

Listed:
  • Ethan Rouen

    (Harvard Business School, Accounting and Management Unit)

Abstract

I develop measures of firm-level pay disparity and examine their relation to firm accounting performance. Using comprehensive compensation data for a large sample of firms, I find no statistically significant relation between the ratio of CEO-to-mean employee compensation and performance. I next create empirical models that allow me to separate the components of CEO and employee compensation explained by economic factors from those that are not, and use these models to estimate explained and unexplained pay disparity. After validating my estimate of unexplained pay disparity as a proxy for pay fairness, I find robust evidence of a negative (positive) relation between unexplained (explained) pay disparity and future firm performance. Additional tests show that the negative relation between unexplained disparity and firm performance is driven by firms where both the CEO is overpaid and employees are underpaid, and is more pronounced for firms with weak corporate governance and high employee turnover.

Suggested Citation

  • Ethan Rouen, 2017. "Rethinking Measurement of Pay Disparity and its Relation to Firm Performance," Harvard Business School Working Papers 18-007, Harvard Business School.
  • Handle: RePEc:hbs:wpaper:18-007
    as

    Download full text from publisher

    File URL: http://www.hbs.edu/faculty/pages/download.aspx?name=18-007.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Agrawal, Ashwini K. & Matsa, David A., 2013. "Labor unemployment risk and corporate financing decisions," Journal of Financial Economics, Elsevier, vol. 108(2), pages 449-470.
    2. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    3. George A. Akerlof & Janet L. Yellen, 1990. "The Fair Wage-Effort Hypothesis and Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 255-283.
    4. Fredrik Heyman, 2005. "Pay inequality and firm performance: evidence from matched employer-employee data," Applied Economics, Taylor & Francis Journals, vol. 37(11), pages 1313-1327.
    5. Monika Merz & Eran Yashiv, 2007. "Labor and the Market Value of the Firm," American Economic Review, American Economic Association, vol. 97(4), pages 1419-1431, September.
    6. David Card & Alexandre Mas & Enrico Moretti & Emmanuel Saez, 2012. "Inequality at Work: The Effect of Peer Salaries on Job Satisfaction," American Economic Review, American Economic Association, vol. 102(6), pages 2981-3003, October.
    7. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    8. Joanne Martin, 1982. "The Fairness of Earnings Differentials: An Experimental Study of the Perceptions of Blue-Collar Workers," Journal of Human Resources, University of Wisconsin Press, vol. 17(1), pages 110-122.
    9. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    10. Bengt Holmstrom, 1979. "Moral Hazard and Observability," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 74-91, Spring.
    11. Alex Bryson, 2014. "It's Where You Work: Increases in Earnings Dispersion across Establishments and Individuals in the U.S," National Institute of Economic and Social Research (NIESR) Discussion Papers 436, National Institute of Economic and Social Research.
    12. Bebchuk, Lucian A. & Cremers, K.J. Martijn & Peyer, Urs C., 2011. "The CEO pay slice," Journal of Financial Economics, Elsevier, vol. 102(1), pages 199-221, October.
    13. Jayant R. Kale & Ebru Reis & Anand Venkateswaran, 2009. "Rank‐Order Tournaments and Incentive Alignment: The Effect on Firm Performance," Journal of Finance, American Finance Association, vol. 64(3), pages 1479-1512, June.
    14. Carter, Mary Ellen & Lynch, Luann J., 2004. "The effect of stock option repricing on employee turnover," Journal of Accounting and Economics, Elsevier, vol. 37(1), pages 91-112, February.
    15. Edmans, Alex, 2011. "Does the stock market fully value intangibles? Employee satisfaction and equity prices," Journal of Financial Economics, Elsevier, vol. 101(3), pages 621-640, September.
    16. Graham, John R. & Grennan, Jillian & Harvey, Campbell R. & Rajgopal, Shivaram, 2022. "Corporate culture: Evidence from the field," Journal of Financial Economics, Elsevier, vol. 146(2), pages 552-593.
    17. 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.
    18. AfDB AfDB, 2011. "ICP Africa Quarterly Newsletter - May 2011," ICP Africa Quarterly Newsletter 313, African Development Bank.
    19. Core, John E. & Holthausen, Robert W. & Larcker, David F., 1999. "Corporate governance, chief executive officer compensation, and firm performance," Journal of Financial Economics, Elsevier, vol. 51(3), pages 371-406, March.
    20. Phyllis A. Siegel & Donald C. Hambrick, 2005. "Pay Disparities Within Top Management Groups: Evidence of Harmful Effects on Performance of High-Technology Firms," Organization Science, INFORMS, vol. 16(3), pages 259-274, June.
    21. Jace Garrett & Rani Hoitash & Douglas F. Prawitt, 2014. "Trust and Financial Reporting Quality," Journal of Accounting Research, Wiley Blackwell, vol. 52(5), pages 1087-1125, December.
    22. Jae Yong Shin & Sung-Choon Kang & Jeong-Hoon Hyun & Bum-Joon Kim, 2015. "Determinants and Performance Effects of Executive Pay Multiples," ILR Review, Cornell University, ILR School, vol. 68(1), pages 53-78, January.
    23. Thomas Lemieux, 2008. "The changing nature of wage inequality," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(1), pages 21-48, January.
    24. Kin Lee & Baruch Lev & Gillian Yeo, 2008. "Executive pay dispersion, corporate governance, and firm performance," Review of Quantitative Finance and Accounting, Springer, vol. 30(3), pages 315-338, April.
    25. Lucian Bebchuk & Alma Cohen & Allen Ferrell, 2009. "What Matters in Corporate Governance?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 783-827, February.
    26. Main, Brian G M & O'Reilly, Charles A, III & Wade, James, 1993. "Top Executive Pay: Tournament or Teamwork?," Journal of Labor Economics, University of Chicago Press, vol. 11(4), pages 606-628, October.
    27. Erica L. Groshen, 1988. "Why do wages vary among employers?," Economic Review, Federal Reserve Bank of Cleveland, vol. 24(Q I), pages 19-38.
    28. Gipper, Brandon, 2016. "Assessing the Effects on Mandated Compensation Disclosures," Research Papers 3442, Stanford University, Graduate School of Business.
    29. Faleye, Olubunmi & Reis, Ebru & Venkateswaran, Anand, 2013. "The determinants and effects of CEO–employee pay ratios," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3258-3272.
    30. 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.
    31. 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.
    32. Marc Goergen & Salim Chahine & Chris Brewster & Geoffrey Wood, 2013. "Trust, Owner Rights, Employee Rights and Firm Performance," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 40(5-6), pages 589-619, June.
    33. repec:eee:labchp:v:3:y:1999:i:pb:p:2485-2563 is not listed on IDEAS
    34. Erica L. Groshen, 1991. "Sources of Intra-Industry Wage Dispersion: How Much Do Employers Matter?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 869-884.
    35. On K. Tam, 1999. "The Development of Corporate Governance in China," Books, Edward Elgar Publishing, number 1705.
    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. Liu Ping & Hosain Md Sajjad & Li Liyan, 2019. "Does the compensation gap between executives and staffs influence future firm performance? The moderating roles of managerial power and overconfidence," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 55(4), pages 287-318, December.
    2. Lan Guo & Theresa Libby & Xiaotao (Kelvin) Liu & Yu Tian, 2020. "Vertical Pay Dispersion, Peer Observability, and Misreporting in a Participative Budgeting Setting," Contemporary Accounting Research, John Wiley & Sons, vol. 37(1), pages 575-602, March.

    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. Dinara Alpysbayeva & Jozef Konings & Venkat Subramanian & Aigerim Yergabulova, 2022. "Wage dispersion and firm performance: evidence from Kazakhstan," Working Papers 2022/01, Nazarbayev University, Graduate School of Business.
    2. Firth, Michael & Leung, Tak Yan & Rui, Oliver M. & Na, Chaohong, 2015. "Relative pay and its effects on firm efficiency in a transitional economy," Journal of Economic Behavior & Organization, Elsevier, vol. 110(C), pages 59-77.
    3. Ricardo Correa & Ugur Lel, 2013. "Say on pay laws, executive compensation, CEO pay slice, and firm value around the world," International Finance Discussion Papers 1084, Board of Governors of the Federal Reserve System (U.S.).
    4. Sun, Sophia Li & Habib, Ahsan & Huang, Hedy Jiaying, 2019. "Tournament incentives and stock price crash risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 54(C), pages 93-117.
    5. Bao, May Xiaoyan & Cheng, Xiaoyan & Smith, David, 2020. "A path analysis investigation of the relationships between CEO pay ratios and firm performance mediated by employee satisfaction," Advances in accounting, Elsevier, vol. 48(C).
    6. Firth, Michael & Leung, Tak Yan & Rui, Oliver M., 2010. "Justifying top management pay in a transitional economy," Journal of Empirical Finance, Elsevier, vol. 17(5), pages 852-866, December.
    7. Roya Taherifar & Mark J. Holmes & Gazi M. Hassan, 2021. "Is performance affected by the CEO-Employee pay gap? Evidence from Australia," Working Papers in Economics 21/14, University of Waikato.
    8. Dai, Yunhao & Kong, Dongmin & Xu, Jin, 2017. "Does fairness breed efficiency? Pay gap and firm productivity in China," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 406-422.
    9. Hu, Fang & Pan, Xiaofei & Tian, Gary, 2013. "Does CEO pay dispersion matter in an emerging market? Evidence from China's listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 24(C), pages 235-255.
    10. Vo, Thi Thanh Nha & Canil, Jean Milva, 2019. "CEO pay disparity: Efficient contracting or managerial power?," Journal of Corporate Finance, Elsevier, vol. 54(C), pages 168-190.
    11. Sun, Sophia Li & Habib, Ahsan, 2020. "Determinants and consequences of tournament incentives: A survey of the literature in accounting and finance," Research in International Business and Finance, Elsevier, vol. 54(C).
    12. Liu Ping & Hosain Md Sajjad & Li Liyan, 2019. "Does the compensation gap between executives and staffs influence future firm performance? The moderating roles of managerial power and overconfidence," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 55(4), pages 287-318, December.
    13. Lan Guo & Theresa Libby & Xiaotao (Kelvin) Liu & Yu Tian, 2020. "Vertical Pay Dispersion, Peer Observability, and Misreporting in a Participative Budgeting Setting," Contemporary Accounting Research, John Wiley & Sons, vol. 37(1), pages 575-602, March.
    14. Bias, Daniel & Chen, Lin & Lochner, Benjamin & Schmid, Thomas, 2020. "Measuring workers' financial incentives," FAU Discussion Papers in Economics 07/2020, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
    15. Peiyi Yu & Bac Luu, 2016. "Bank performance and executive pay: tournament or teamwork," Review of Quantitative Finance and Accounting, Springer, vol. 47(3), pages 607-643, October.
    16. James Spletzer & Elizabeth Weber Handwerker, 2015. "The Role of Establishments and the Concentration of Occupations in Wage Inequality," Working Papers id:7427, eSocialSciences.
    17. Talavera, Oleksandr & Yin, Shuxing & Zhang, Mao, 2021. "Tournament incentives, age diversity and firm performance," Journal of Empirical Finance, Elsevier, vol. 61(C), pages 139-162.
    18. Francis, Bill & Hasan, Iftekhar & Mani, Sureshbabu & Ye, Pengfei, 2016. "Relative peer quality and firm performance," Journal of Financial Economics, Elsevier, vol. 122(1), pages 196-219.
    19. Christian Grund & Niels Westergaard-Nielsen, 2008. "The Dispersion of Employees' Wage Increases and Firm Performance," ILR Review, Cornell University, ILR School, vol. 61(4), pages 485-501, July.
    20. repec:eee:labchp:v:3:y:1999:i:pb:p:2373-2437 is not listed on IDEAS
    21. Cheong, Chee Seng & Yu, Chia-Feng (Jeffrey) & Zurbruegg, Ralf & Brockman, Paul, 2021. "Tournament incentives and institutional ownership," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 418-433.

    More about this item

    Keywords

    pay disparity; pay ratio; CEO pay ratio; income inequality;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hbs:wpaper:18-007. 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: HBS (email available below). General contact details of provider: https://edirc.repec.org/data/harbsus.html .

    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.