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Gender Discrimination and Firm Profit Efficiency:Evidence from Brazil

Author

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  • Wenjun Liu

    (Graduate School of Economics, Kobe University)

  • Tomokazu Nomura

    (Graduate School of Economics, Kobe University)

  • Shoji Nishijima

    (Research Institute for Economics and Business Administration, Kobe University)

Abstract

In this study, we investigated discrimination against women within the Brazilian labor market using firm-level data and considering the proportion of female employees as a proxy for the extent of discrimination. Estimating the profit efficiency of firms using data envelopment analysis, and regressing it on the proportion of female employees and other firm characteristics, we found that the proportion of female employees is positively correlated with firm profit efficiency. Our finding indicates that firms employing a high proportion of female workers incur a lower labor cost while producing the same level of output compared to firms employing a low proportion of female employees, and provide strong evidence of the existence of discrimination against female employees within the Brazilian labor market.

Suggested Citation

  • Wenjun Liu & Tomokazu Nomura & Shoji Nishijima, 2011. "Gender Discrimination and Firm Profit Efficiency:Evidence from Brazil," Discussion Papers 1019, Graduate School of Economics, Kobe University.
  • Handle: RePEc:koe:wpaper:1019
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    File URL: http://www.econ.kobe-u.ac.jp/RePEc/koe/wpaper/2010/1019.pdf
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    References listed on IDEAS

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    1. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    2. Fare, Rolf & Grosskopf, Shawna, 1985. " Nonparametric Cost Approach to Scale Efficiency," Scandinavian Journal of Economics, Wiley Blackwell, vol. 87(4), pages 594-604.
    3. Tomokazu Nomura, 2009. "On the male-female wage differentials in Brazil- Intra-occupational differentials and occupational segregation -," Discussion Papers 0914, Graduate School of Economics, Kobe University.
    4. Paulo R.A. Loureiro & Francisco Galrão Carneiro & Adolfo Sachsida, 2004. "Race and gender discrimination in the labor market: an urban and rural sector analysis for Brazil," Journal of Economic Studies, Emerald Group Publishing, vol. 31(2), pages 129-143, May.
    5. Judith K. Hellerstein & David Neumark & Kenneth R. Troske, 2002. "Market Forces and Sex Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 37(2), pages 353-380.
    6. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, September.
    7. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    8. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    9. Rolf Fare & Valentin Zelenyuk, 2002. "Input aggregation and technical efficiency," Applied Economics Letters, Taylor & Francis Journals, vol. 9(10), pages 635-636.
    10. Daniel J. Henderson & Valentin Zelenyuk, 2007. "Testing for (Efficiency) Catching-up," Southern Economic Journal, John Wiley & Sons, vol. 73(4), pages 1003-1019, April.
    11. Peggy Lovell, 2000. "Race, Gender and Regional Labor Market Inequalities in Brazil," Review of Social Economy, Taylor & Francis Journals, vol. 58(3), pages 277-293.
    12. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    13. 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.
    14. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    15. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    16. 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.
    17. Randall S. Brown & Marilyn Moon & Barbara S. Zoloth, 1980. "Incorporating Occupational Attainment in Studies of Male-Female Earnings Differentials," Journal of Human Resources, University of Wisconsin Press, vol. 15(1), pages 3-28.
    18. Kawaguchi, Daiji, 2007. "A market test for sex discrimination: Evidence from Japanese firm-level panel data," International Journal of Industrial Organization, Elsevier, vol. 25(3), pages 441-460, June.
    19. Birdsall, Nancy & Fox, M Louise, 1985. "Why Males Earn More: Location and Training of Brazilian Schoolteachers," Economic Development and Cultural Change, University of Chicago Press, vol. 33(3), pages 533-556, April.
    20. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    21. Léopold Simar & Valentin Zelenyuk, 2007. "Statistical inference for aggregates of Farrell-type efficiencies," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1367-1394.
    22. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    23. 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.
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    Cited by:

    1. Agier, Isabelle & Szafarz, Ariane, 2013. "Microfinance and Gender: Is There a Glass Ceiling on Loan Size?," World Development, Elsevier, vol. 42(C), pages 165-181.

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