IDEAS home Printed from https://ideas.repec.org/a/pal/jorsoc/v54y2003i12d10.1057_palgrave.jors.2601639.html
   My bibliography  Save this article

Compensation differences between male and female CEOs for publicly traded firms: a nonparametric analysis

Author

Listed:
  • N Mohan

    (University of Dayton)

  • J Ruggiero

    (University of Dayton)

Abstract

A recent article in the popular press suggested that gender is one determining factor of corporate executives' pay. The average compensation for the top 20 men was more than 10 times larger than for the top 20 women. We would expect, however, that direct compensation from salary and bonuses would be similar for both genders given the public nature of the data. There have been few academic articles on the topic of gender pay differences among top executives. One paper found marginally significant statistical evidence that women CEOs are paid more than their male counterparts. In this paper, we extend the literature by looking at compensation differences of male and female CEOs. Our sample includes over 40 female CEOs for publicly traded companies and matched pairs of comparable male CEOs. In addition, we use data envelopment analysis to derive a gap measure representing the difference between male and female compensation. The results suggest that there is a statistical difference between male and female potential compensation.

Suggested Citation

  • N Mohan & J Ruggiero, 2003. "Compensation differences between male and female CEOs for publicly traded firms: a nonparametric analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(12), pages 1242-1248, December.
    • Handle: RePEc:pal:jorsoc:v:54:y:2003:i:12:d:10.1057_palgrave.jors.2601639
    DOI: 10.1057/palgrave.jors.2601639
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/palgrave.jors.2601639
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/palgrave.jors.2601639?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. Baker, George P & Jensen, Michael C & Murphy, Kevin J, 1988. " Compensation and Incentives: Practice vs. Theory," Journal of Finance, American Finance Association, vol. 43(3), pages 593-616, July.
    2. 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.
    3. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    4. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    5. 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.
    6. Marianne Bertrand & Kevin F. Hallock, 2001. "The Gender Gap in Top Corporate Jobs," ILR Review, Cornell University, ILR School, vol. 55(1), pages 3-21, October.
    7. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    8. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October.
    9. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    10. Rajiv D. Banker & Richard C. Morey, 1986. "The Use of Categorical Variables in Data Envelopment Analysis," Management Science, INFORMS, vol. 32(12), pages 1613-1627, December.
    11. Hamid Mehran & Joseph Tracy, 2001. "The Impact of Employee Stock Options on the Evolution of Compensation in the 1990s," NBER Working Papers 8353, National Bureau of Economic Research, Inc.
    12. Hamid Mehran & Joseph Tracy, 2001. "The effect of employee stock options on the evolution of compensation in the 1990s," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 17-34.
    13. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    14. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    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. Dah, Mustafa A. & Jizi, Mohammad I. & Kebbe, Reem, 2020. "CEO gender and managerial entrenchment," Research in International Business and Finance, Elsevier, vol. 54(C).
    2. Gang-Zhi Fan & Zsuzsa R. Huszar & Weina Zhang, 2016. "The Helping Hand of the State in Chinese Real Estate Firms: Anti-corruption and Liberalization," International Real Estate Review, Global Social Science Institute, vol. 19(1), pages 51-97.
    3. Francis, Bill B. & Hasan, Iftekhar & Hovakimian, Gayane & Sharma, Zenu, 2023. "Gender pay gap in American CFOs: Theory and evidence," Journal of Corporate Finance, Elsevier, vol. 80(C).
    4. Mohan, Nancy, 2014. "A review of the gender effect on pay, corporate performance and entry into top management," International Review of Economics & Finance, Elsevier, vol. 34(C), pages 41-51.
    5. Waitkus, Nora & Minkus, Lara, 2021. "Investigating the gender wealth gap across occupational classes," LSE Research Online Documents on Economics 108206, London School of Economics and Political Science, LSE Library.
    6. Joyce C. Wang & Lívia Markóczy & Sunny Li Sun & Mike W. Peng, 2019. "She’-E-O Compensation Gap: A Role Congruity View," Journal of Business Ethics, Springer, vol. 159(3), pages 745-760, October.
    7. Bugeja, Martin & Matolcsy, Zoltan P. & Spiropoulos, Helen, 2012. "Is there a gender gap in CEO compensation?," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 849-859.
    8. Santos, Sérgio P. & São José, José M.S., 2018. "Measuring and decomposing the gender pay gap: A new frontier approachAuthor-Name: Amado, Carla A.F," European Journal of Operational Research, Elsevier, vol. 271(1), pages 357-373.
    9. Agha, Mahmoud & Pramathevan, Shivani, 2023. "Executive gender, age, and corporate financial decisions and performance: The role of overconfidence," Journal of Behavioral and Experimental Finance, Elsevier, vol. 38(C).
    10. Lam, Kevin C.K. & McGuinness, Paul B. & Vieito, João Paulo, 2013. "CEO gender, executive compensation and firm performance in Chinese‐listed enterprises," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1136-1159.
    11. Khan, Walayet A. & Vieito, João Paulo, 2013. "Ceo gender and firm performance," Journal of Economics and Business, Elsevier, vol. 67(C), pages 55-66.
    12. Bowlin, William F. & Renner, Celia J., 2008. "Assessing gender and top-management-team pay in the S&P Mid-Cap and Small-Cap companies using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 185(1), pages 430-437, February.
    13. Miguel Blanco & Lydia Bares & Oksana Hrynevych & Marcos Ferasso, 2021. "Analysis of the Territorial Efficiency of European Funds as an Instrument to Reduce Labor Gender Differences," Economies, MDPI, vol. 9(1), pages 1-15, January.

    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. Nancy Mohan & John Ruggiero, 2007. "Influence of firm performance and gender on CEO compensation," Applied Economics, Taylor & Francis Journals, vol. 39(9), pages 1107-1113.
    2. Wenjing Ouyang & Menghistu Sallehu, 2015. "How do Broad-Based Stock Option Grants Affect Firms' Overall Future Productivity," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 9(2), pages 21-38.
    3. 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.
    4. Youchao Tan & Udaya Shetty & Ali Diabat & T. Pakkala, 2015. "Aggregate directional distance formulation of DEA with integer variables," Annals of Operations Research, Springer, vol. 235(1), pages 741-756, December.
    5. Alex Edmans & Xavier Gabaix, 2016. "Executive Compensation: A Modern Primer," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1232-1287, December.
    6. Luis R. Murillo‐Zamorano, 2004. "Economic Efficiency and Frontier Techniques," Journal of Economic Surveys, Wiley Blackwell, vol. 18(1), pages 33-77, February.
    7. Gabrielle Wanzenried, 2008. "How feminine is corporate America? A recent overview," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(2), pages 185-209, June.
    8. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    9. 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.
    10. Brennan, Shae & Haelermans, Carla & Ruggiero, John, 2014. "Nonparametric estimation of education productivity incorporating nondiscretionary inputs with an application to Dutch schools," European Journal of Operational Research, Elsevier, vol. 234(3), pages 809-818.
    11. Rafael Benítez & Vicente Coll-Serrano & Vicente J. Bolós, 2021. "deaR-Shiny: An Interactive Web App for Data Envelopment Analysis," Sustainability, MDPI, vol. 13(12), pages 1-19, June.
    12. Shamohammadi, Mehdi & Oh, Dong-hyun, 2019. "Measuring the efficiency changes of private universities of Korea: A two-stage network data envelopment analysis," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    13. Daniel Beck & Gunther Friedl & Peter Schäfer, 2020. "Executive compensation in Germany," Journal of Business Economics, Springer, vol. 90(5), pages 787-824, June.
    14. Kuang, Yu Flora & Qin, Bo, 2009. "Performance-vested stock options and interest alignment," The British Accounting Review, Elsevier, vol. 41(1), pages 46-61.
    15. Ravelojaona, Paola, 2019. "On constant elasticity of substitution – Constant elasticity of transformation Directional Distance Functions," European Journal of Operational Research, Elsevier, vol. 272(2), pages 780-791.
    16. Todd Pugatch, 2014. "Safety valve or sinkhole? Vocational schooling in South Africa," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-31, December.
    17. Harmon, Colm & Hogan, Vincent & Walker, Ian, 2003. "Dispersion in the economic return to schooling," Labour Economics, Elsevier, vol. 10(2), pages 205-214, April.
    18. Francisco Queiró, 2022. "Entrepreneurial Human Capital and Firm Dynamics [How Large Are Human-Capital Externalities? Evidence from Compulsory Schooling Laws]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(4), pages 2061-2100.
    19. Hector Espinoza & Stefan Speckesser, 2019. "A Comparison of Earnings Related to Higher Level Vocational/Technical and Academic Education," National Institute of Economic and Social Research (NIESR) Discussion Papers 502, National Institute of Economic and Social Research.
    20. Theodore Koutmeridis, 2013. "The Market for "Rough Diamonds": Information, Finance and Wage Inequality," CDMA Working Paper Series 201307, Centre for Dynamic Macroeconomic Analysis, revised 14 Oct 2013.

    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:pal:jorsoc:v:54:y:2003:i:12:d:10.1057_palgrave.jors.2601639. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    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.