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Formal but less equal: Gender wage gaps in formal and informal jobs in Brazil

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  • Ben Yahmed, Sarra

Abstract

In developing countries, a large share of employees work informally and are not covered by employment protection legislation. I study here how gender wage inequality differs across formal and informal jobs in Brazil. The raw gender wage gap is higher in informal jobs (13%) compared to formal jobs (5%), but I show that this difference is an artefact of different male and female selection processes. First, women have better observable characteristics than men and the female advantage is stronger among formal employees. Second, men and women entering formal and informal jobs have different unobservable characteristics. Controlling for endogenous selection into formal vs. informal jobs, I find that the gender gap in wage offers is high and increases with education in formal jobs. In informal jobs, however, estimated wage offers are the same for men and women. I discuss the potential implications of these findings regarding the effect of labour market regulation on gender wage gaps.

Suggested Citation

  • Ben Yahmed, Sarra, 2016. "Formal but less equal: Gender wage gaps in formal and informal jobs in Brazil," ZEW Discussion Papers 16-085, ZEW - Leibniz Centre for European Economic Research.
    • Handle: RePEc:zbw:zewdip:16085
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    1. Pradhan, Menno & van Soest, Arthur, 1995. "Formal and informal sector employment in urban areas of Bolivia," Labour Economics, Elsevier, vol. 2(3), pages 275-297, September.
    2. Gong, Xiaodong & van Soest, Arthur, 2002. "Wage differentials and mobility in the urban labour market: a panel data analysis for Mexico," Labour Economics, Elsevier, vol. 9(4), pages 513-529, September.
    3. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    4. Francine D. Blau & Lawrence M. Kahn, 2006. "The U.S. Gender Pay Gap in the 1990S: Slowing Convergence," ILR Review, Cornell University, ILR School, vol. 60(1), pages 45-66, October.
    5. Constantin G. Ogloblin, 1999. "The Gender Earnings Differential in the Russian Transition Economy," ILR Review, Cornell University, ILR School, vol. 52(4), pages 602-627, July.
    6. Claudia Olivetti & Barbara Petrongolo, 2008. "Unequal Pay or Unequal Employment? A Cross-Country Analysis of Gender Gaps," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 621-654, October.
    7. Appleton, Simon & Hoddinott, John & Krishnan, Pramila, 1999. "The Gender Wage Gap in Three African Countries," Economic Development and Cultural Change, University of Chicago Press, vol. 47(2), pages 289-312, January.
    8. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    9. 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.
    10. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    11. Sara Rica & Juan Dolado & Vanesa Llorens, 2008. "Ceilings or floors? Gender wage gaps by education in Spain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 751-776, July.
    12. Günther, Isabel & Launov, Andrey, 2012. "Informal employment in developing countries," Journal of Development Economics, Elsevier, vol. 97(1), pages 88-98.
    13. G. Reza Arabsheibani & Francisco Galrao Carneiro & Andrew Henley, 2003. "Gender wage differentials in Brazil : trends over a turbulent era," Policy Research Working Paper Series 3148, The World Bank.
    14. Almeida, Rita K. & Carneiro, Pedro, 2007. "Inequality and Employment in a Dual Economy: Enforcement of Labor Regulation in Brazil," IZA Discussion Papers 3094, Institute of Labor Economics (IZA).
    15. Gasparini Leonardo & Leonardo Tornaroli, 2009. "Labor Informality in Latin America and the Caribbean: Patterns and Trends from Household Survey Microdata," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, September.
    16. Nicole M. Fortin, 2008. "The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    17. Gindling, T H, 1991. "Labor Market Segmentation and the Determination of Wages in the Public, Private-Formal, and Informal Sectors in San Jose, Costa Rica," Economic Development and Cultural Change, University of Chicago Press, vol. 39(3), pages 584-605, April.
    18. 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.
    19. Ronald L. Oaxaca & Michael R. Ransom, 1999. "Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 154-157, February.
    20. Christopher J. Ruhm, 1998. "The Economic Consequences of Parental Leave Mandates: Lessons from Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 285-317.
    21. Maloney, William F., 2004. "Informality Revisited," World Development, Elsevier, vol. 32(7), pages 1159-1178, July.
    22. Marianne Bertrand & Claudia Goldin & Lawrence F. Katz, 2010. "Dynamics of the Gender Gap for Young Professionals in the Financial and Corporate Sectors," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 228-255, July.
    23. Lazear, Edward P & Rosen, Sherwin, 1990. "Male-Female Wage Differentials in Job Ladders," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 106-123, January.
    24. Gruber, Jonathan, 1994. "The Incidence of Mandated Maternity Benefits," American Economic Review, American Economic Association, vol. 84(3), pages 622-641, June.
    25. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    26. Wright, Robert E & Ermisch, John F, 1991. "Gender Discrimination in the British Labour Market: A Reassessment," Economic Journal, Royal Economic Society, vol. 101(406), pages 508-522, May.
    27. Klaus Deininger & Songqing Jin & Hari Nagarajan, 2013. "Wage Discrimination in I ndia's Informal Labor Markets: Exploring the Impact of Caste and Gender," Review of Development Economics, Wiley Blackwell, vol. 17(1), pages 130-147, February.
    28. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    29. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
    30. Gueorgui Kambourov & Iourii Manovskii, 2009. "Occupational Mobility and Wage Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 731-759.
    31. Rauch, James E., 1991. "Modelling the informal sector formally," Journal of Development Economics, Elsevier, vol. 35(1), pages 33-47, January.
    32. Magnac, Th, 1991. "Segmented or Competitive Labor Markets," Econometrica, Econometric Society, vol. 59(1), pages 165-187, January.
    33. Shoshana Neuman & Ronald Oaxaca, 2004. "Wage Decompositions with Selectivity-Corrected Wage Equations: A Methodological Note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 2(1), pages 3-10, April.
    34. Paul Sullivan, 2009. "Estimation of an Occupational Choice Model when Occupations are Misclassified," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    35. John F. Ermisch & Robert E. Wright, 1993. "Wage Offers and Full-Time and Part-Time Employment by British Women," Journal of Human Resources, University of Wisconsin Press, vol. 28(1), pages 111-133.
    36. repec:pri:indrel:dsp01gb19f581g is not listed on IDEAS
    37. Maloney, William F, 1999. "Does Informality Imply Segmentation in Urban Labor Markets? Evidence from Sectoral Transitions in Mexico," The World Bank Economic Review, World Bank, vol. 13(2), pages 275-302, May.
    38. 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.
    39. Aysit Tansel, 2001. "Wage Earners, Self Employed and Gender in the Informal Sector in Turkey," Working Papers 0102, Economic Research Forum, revised 01 Nov 2001.
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    Cited by:

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    2. Gashi Ardiana & Adnett Nick, 2020. "Are Women Really Paid More than Men in Kosovo? Unpicking the Evidence," South East European Journal of Economics and Business, Sciendo, vol. 15(2), pages 83-95, December.

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    More about this item

    Keywords

    gender wage gaps; informality; selection into work statuses; Brazil;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

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