Abstract
We employ unconditional quantile-decomposition methods to analyze the gender wage gap (gwg) in the urban region of twelve Latin American countries. Using data from harmonized household surveys we decompose the gwg into an explained component (differences in human capital) and an unexplained component (different rates of return to human capital). We find evidence of sticky floors (larger gwg at the tenth percentile than at the median) and glass ceilings (larger gwg at the ninetieth percentile than at the median). The former are more frequent and their magnitude is generally larger. Working women are more educated than working men all along the wage distribution, which partially hides the ‘unexplained’ pay difference. Finally, we find that poorer countries and countries with more income inequality have higher gwg at the tenth percentile of the wage distribution. Richer countries and countries with lower inequality present larger gwg at the ninetieth percent of the wage distribution.
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Atal, J.P., Ñopo, H., Winder, N.: New century, old disparities. IDB Working Paper Series No. 109 (2009)
Albrecht, J., Bjorklund, A., Vroman, S.: Is there a glass ceiling in Sweden? J. Labor Econ. 21(1), 145–177 (2003)
Albrecht, J., Vuuren, A., Vroman, S.: Counterfactual distribution with sample selection adjustments: econometric theory and an application to the Netherlands. Labour Econ. (2009)
Arulampalam, W., Booth, A., Bryan, M.: Is there a glass ceiling over Europe? Exploring the gender pay gap across the wage distribution. Ind. Labor Relat. Rev. 60(2), 163–186 (2007)
Badel, A., Peña, X.: Decomposing the GWG with sample selection adjustment: evidence from Colombia. Georgetown University, mimeo (2008)
Blinder, A.: Wage discrimination: reduced form and structural estimates. J. Hum. Resour. 8, 436–455 (1973)
Booth, A.: Gender and competition. IZA DP 4300 (2009)
Borráz, F., Robano, C.: Brecha salarial en Uruguay. Revista de Análisis Económico 25(1), 49–77 (2010)
Bucheli, M., Sanroman, G.: Salarios femeninos en el Uruguay, existe un techo de cristal? Department of Economics dECON, Documento de trabajo 05/04 (2004)
Chi, W., Li, B.: Glass ceiling or sticky floor? Examining the gender pay gap across the wage distribution in Urban China, 1987–2004. http://mpra.ub.uni-muenchen.de/3544/ (2007)
Chong, A., Ñopo, H.: Beliefs vs. actions. The mystery of discrimination in Latin America. Research Department, Inter-American Development Bank, mimeo (2007)
DiNardo, J., Fortin, N.M., Lemieux, T: Labor market institutions and the distribution of wages, 1973–1992: a semiparametric approach. Econometrica 64, 1001–1044 (1996)
Firpo, S., Fortin, N., Lemieux, T.: Unconditional quantile regressions. Econometrica 77(3), 953–973 (2009)
Fortin, N., Lemieux, T., Firpo, S.: Decomposition methods in economics. NBER Working Paper 16045 (2010)
Hampel, F.R.: Contributions to the theory of robust estimation. Ph.D. dissertation, University of California, Berkeley, Department of Statistics (1968)
Hampel, F.R.: The influence curve and its role in robust estimation. J. Am. Stat. Assoc. 69, 383–393 (1974)
Heckman, J.J.: Sample selection bias as a specification error. Econometrica (pre-1986) 47(1), 153 (1979)
Hoyos, A., Ñopo, H., Peña, X.: The persistent gender earnings gap in Colombia, 1994–2006. Inter-American Development Bank (2010)
Machado, J., Mata, J.: Counterfactual decomposition of changes in wage distributions using quantile regression. J. Appl. Econom. 20, 445–465 (2005)
Melly, B.: Decomposition of differences in distribution using quantile regression. Labour Econ. 12(4), 577–590 (2005)
Melly, B.: Sample selection, heteroskedasticity and quantile regressions. mimeo. http://www.vcharite.univ-mrs.fr/colloques/2008/davidson_2008/Papiers/Huber.pdf (2008)
Nicodemo, C.: Gender pay gap and quantile regression in European families. IZA DP 3978 (2009)
Ñopo, H.: Matching as a tool to decompose wage gaps. Rev. Econ. Stat. 90(2), 290–299 (2008)
Oaxaca, R.L: Male female wage differentials in urban labor markets. Int. Econ. Rev. 14(3), 693–709 (1973)
OECD: Gender, Institutions and Development Database. http://stats.oecd.org/Index.aspx?datasetcode=GIDDB2012 (2009). Accessed 20 Sept 2010
Panizza, U., Qiang, C.Z.-W.: Public-private wage differential and gender gap in Latin America: spoiled bureaucrats and exploited women? J. Socio-Econ. 34, 810–833 (2005)
Perticará, M., Astudillo, A.: Qué tan alta puede ser la brecha de salarios en Chile? Investig ando diferencias salariales entre hombres y mujeres a partir de regresiones de cuantiles. mimeo (2009)
Robano, V.: The female labor supply in Uruguay. The George Washington University, mimeo (2005)
Tenjo, J., Ribero, R., Bernat, L.: Evolución de las diferencias salariales por sexo en seis países de América Latina. Un intento de interpretación. Documento CEDE (2005)-18 (2005)
Social Institutions: Wikigender.org. Retrieved 14:24, September 6, 2010 from http://wikigender.org/w/index.php/Statistics:Social_Institutions (2010)
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Carrillo, P., Gandelman, N. & Robano, V. Sticky floors and glass ceilings in Latin America. J Econ Inequal 12, 339–361 (2014). https://doi.org/10.1007/s10888-013-9258-3
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DOI: https://doi.org/10.1007/s10888-013-9258-3