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Decomposing Gender Wage Differentials Using Quantile Regression: Evidence from the Lebanese Banking Sector

Author

Listed:
  • Abdallah Dah

    (Lebanese American University)

  • Ali Fakih

    (Lebanese American University)

Abstract

This paper investigates gender pay inequality in the labor market of a developing country. Our empirical investigation uses data derived from a sample of employees in the Lebanese banking sector for the years 2008 and 2014. Using Blinder-Oaxaca decomposition, the results reveal that the unexplained component of the gender wage gap, attributed to discrimination, represents a substantial share of the total gap. A surprising result is that the contribution of human capital to the gender wage gap is negative, suggesting that wage discrimination is the main explanation for the gap. Utilizing the Machado-Mata methodology to decompose the wage gap across the entire wage distribution, our findings indicate that the unexplained component of the raw gender wage gap is more pronounced at the low and middle ranges of the distribution. However, the explained component dominates at the top of the distribution, suggesting that earnings gaps are fully explained by observed characteristics.

Suggested Citation

  • Abdallah Dah & Ali Fakih, 2016. "Decomposing Gender Wage Differentials Using Quantile Regression: Evidence from the Lebanese Banking Sector," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 22(2), pages 171-185, May.
    • Handle: RePEc:kap:iaecre:v:22:y:2016:i:2:d:10.1007_s11294-016-9574-z
    DOI: 10.1007/s11294-016-9574-z
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    1. Milica Kecmanovic & Garry F Barrett, 2011. "The Gender Wage Gap during Serbia's Transition," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 53(4), pages 695-720, December.
    2. Evangelia Papapetrou, 2008. "Evidence on gender wage differentials in Greece," Economic Change and Restructuring, Springer, vol. 41(2), pages 155-166, June.
    3. Hugo Ñopo, 2008. "Matching as a Tool to Decompose Wage Gaps," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 290-299, May.
    4. Murphy, Kevin M & Welch, Finis, 1990. "Empirical Age-Earnings Profiles," Journal of Labor Economics, University of Chicago Press, vol. 8(2), pages 202-229, April.
    5. Astrid Kunze, 2008. "Gender wage gap studies: consistency and decomposition," Empirical Economics, Springer, vol. 35(1), pages 63-76, August.
    6. International Labour Office., 2012. "Global employment trends 2012 : preventing a deeper jobs crisis," Global Employment Trends Reports 994679843402676, International Labour Office, Economic and Labour Market Analysis Department.
    7. Alejandro Badel & Ximena PeÔøΩa, 2010. "Decomposing the GenderWage Gap with Sample Selection Adjustment: Evidence from Colombia," Documentos CEDE 7725, Universidad de los Andes, Facultad de Economía, CEDE.
    8. Jolliffe, Dean & Campos, Nauro F., 2005. "Does market liberalisation reduce gender discrimination? Econometric evidence from Hungary, 1986-1998," Labour Economics, Elsevier, vol. 12(1), pages 1-22, February.
    9. Judith Fields & Edward N. Wolff, 1995. "Interindustry Wage Differentials and the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 49(1), pages 105-120, October.
    10. 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.
    11. Heinze, Anja, 2010. "Beyond the mean gender wage gap: Decomposition of differences in wage distributions using quantile regression," ZEW Discussion Papers 10-043, ZEW - Leibniz Centre for European Economic Research.
    12. Alejandro Badel & Ximena Peña, 2010. "Decomposing the Gender Wage Gap with Sample Selection Adjustment: Evidence from Colombia," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 25(2), pages 169-191, Diciembre.
    13. Tamar Khitarishvili, 2009. "Explaining the Gender Wage Gap in Georgia," Economics Working Paper Archive wp_577, Levy Economics Institute.
    14. Ali Fakih & Pascal Ghazalian, 2015. "Female employment in MENA’s manufacturing sector: the implications of firm-related and national factors," Economic Change and Restructuring, Springer, vol. 48(1), pages 37-69, February.
    15. Reva, Anna, 2012. "Gender inequality in the labor market in Serbia," Policy Research Working Paper Series 6008, The World Bank.
    16. Richard W. Johnson & David Neumark, 1997. "Age Discrimination, Job Separations, and Employment Status of Older Workers: Evidence from Self-Reports," Journal of Human Resources, University of Wisconsin Press, vol. 32(4), pages 779-811.
    17. Tony Fang & Jelena Zikic & Milorad M. Novicevic, 2009. "Career success of immigrant professionals: stock and flow of their career capital," International Journal of Manpower, Emerald Group Publishing Limited, vol. 30(5), pages 472-488, August.
    18. Sergio Scicchitano, 2014. "The gender wage gap among Spanish managers," International Journal of Manpower, Emerald Group Publishing Limited, vol. 35(3), pages 327-344, May.
    19. José A. F. Machado & José Mata, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465, May.
    20. Seyed Moaven Razavi & Nader Habibi, 2014. "Decomposition of gender wage differentials in Iran: an empirical study based on household survey data," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(2), pages 185-204, April-Jun.
    21. 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.
    22. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
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