IDEAS home Printed from https://ideas.repec.org/p/zbw/zewdip/16085.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/148384/1/874956250.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Maloney, William F., 2004. "Informality Revisited," World Development, Elsevier, vol. 32(7), pages 1159-1178, July.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Gruber, Jonathan, 1994. "The Incidence of Mandated Maternity Benefits," American Economic Review, American Economic Association, vol. 84(3), pages 622-641, June.
    10. 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.
    11. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    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. Rauch, James E., 1991. "Modelling the informal sector formally," Journal of Development Economics, Elsevier, vol. 35(1), pages 33-47, January.
    22. 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.
    23. 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.
    24. Günther, Isabel & Launov, Andrey, 2012. "Informal employment in developing countries," Journal of Development Economics, Elsevier, vol. 97(1), pages 88-98.
    25. 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.
    26. Magnac, Th, 1991. "Segmented or Competitive Labor Markets," Econometrica, Econometric Society, vol. 59(1), pages 165-187, January.
    27. 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).
    28. 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.
    29. 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).
    30. 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.
    31. Paul Sullivan, 2009. "Estimation of an Occupational Choice Model when Occupations are Misclassified," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    32. 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.
    33. 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.
    34. 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.
    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.
    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. Sarra Ben Yahmed & Pamela Bombarda, 2020. "Gender, Informal Employment and Trade Liberalization in Mexico," The World Bank Economic Review, World Bank, vol. 34(2), pages 259-283.
    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.

    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. Hansen, Henrik & Rand, John & Win, Ngu Wah, 2022. "The gender wage gap in Myanmar: Adding insult to injury?," Journal of Asian Economics, Elsevier, vol. 81(C).
    2. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    3. 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.
    4. Bonaccolto-Töpfer, Marina & Briel, Stephanie, 2022. "The gender pay gap revisited: Does machine learning offer new insights?," Labour Economics, Elsevier, vol. 78(C).
    5. Shahen, Mostafa E. & Kotani, Koji & Kakinaka, Makoto & Managi, Shunsuke, 2020. "Wage and labor mobility between public, formal private and informal private sectors in a developing country," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 101-113.
    6. SeEun Jung, 2017. "The gender wage gap and sample selection via risk attitudes," International Journal of Manpower, Emerald Group Publishing Limited, vol. 38(2), pages 318-335, May.
    7. Peter Huber & Ulugbek Rahimov, 2017. "The Self-Selection of Workers to the Formal and Informal in Transition Economies: Evidence from Tajikistan," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(2), pages 140-164, April.
    8. Christophe Nordman & François Roubaud, 2005. "Reassessing the Gender Wage Gap: Does Labour Force Attachment Really Matter? Evidence from Matched Labour Force and Biographical Surveys in Madagascar," Working Papers 16, ECINEQ, Society for the Study of Economic Inequality.
    9. Seneviratne, Prathi, 2020. "Gender wage inequality during Sri Lanka’s post-reform growth: A distributional analysis," World Development, Elsevier, vol. 129(C).
    10. Sloczynski, Tymon, 2015. "Average Wage Gaps and Oaxaca–Blinder Decompositions," IZA Discussion Papers 9036, Institute of Labor Economics (IZA).
    11. Anna Lukiyanova, 2015. "Earnings inequality and informal employment in Russia," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 23(2), pages 469-516, April.
    12. Nancy Daza & Luis Fernando Gamboa, 2013. "Informal-formal wage gaps in Colombia," Working Papers 301, ECINEQ, Society for the Study of Economic Inequality.
    13. Paula Herrera-Id�rraga & Enrique L�pez-Bazo & Elisabet Motell�n, 2015. "Double Penalty in Returns to Education: Informality and Educational Mismatch in the Colombian Labour Market," Journal of Development Studies, Taylor & Francis Journals, vol. 51(12), pages 1683-1701, December.
    14. Aysit Tansel & Elif Oznur Acar, 2016. "The Formal/Informal Employment Earnings Gap: Evidence from Turkey," Research on Economic Inequality, in: Inequality after the 20th Century: Papers from the Sixth ECINEQ Meeting, volume 24, pages 121-154, Emerald Group Publishing Limited.
    15. Arceo-Gómez, Eva O. & Campos-Vázquez, Raymundo M., 2014. "Evolución de la brecha salarial de género en México," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(323), pages .619-653, julio-sep.
    16. Carolina Castagnetti & Luisa Rosti & Marina Töpfer, 2020. "Discriminate me — If you can! The disappearance of the gender pay gap among public‐contest selected employees in Italy," Gender, Work and Organization, Wiley Blackwell, vol. 27(6), pages 1040-1076, November.
    17. Cho, Yoonyoung, 2011. "Informality and protection from health shocks : lessons from Yemen," Policy Research Working Paper Series 5746, The World Bank.
    18. Ewa Cukrowska & Anna Lovasz, 2014. "Are children driving the gender wage gap? Comparative evidence from Poland and Hungary," Working Papers 2014-16, Faculty of Economic Sciences, University of Warsaw.
    19. Gustavo A. García, 2017. "Labor Informality: Choice or Sign of Segmentation? A Quantile Regression Approach at the Regional Level for Colombia," Review of Development Economics, Wiley Blackwell, vol. 21(4), pages 985-1017, November.
    20. Petr Huber & Ulugbek Rahimov, 2014. "Formal and Informal Sector Wage Differences in Transition Economies: Evidence from Tajikistan," MENDELU Working Papers in Business and Economics 2014-48, Mendel University in Brno, Faculty of Business and Economics.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:zbw:zewdip:16085. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zemande.html .

    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.