IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this paper

The Informal Sector Wage Gap: New Evidence using Quantile Estimations on Panel Data

  • Olivier Bargain

    ()

    (Aix-Marseille University (Aix-Marseille School of Economics), CNRS & EHESS, and IZA)

  • Prudence Kwenda

    ()

    (University of Witwatersrand, Johannesburg)

We estimate the informal-formal sector pay gap throughout the conditional wage distribution using panel data from Brazil, Mexico and South Africa. We control for time-invariant unobservables and identification is stemming from inter-sector movers. We control for observables in a non-linear way using propensity score reweighting and carefully check for potential measurement errors. Using similar definitions of informality, we obtain consistent results for all three countries: Informally employed workers earn much less than formal workers primarily because of lower observable and unobservable skills. Estimates of the conditional wage gap show that they are also underpaid compared to their formal sector counterparts. In all three countries, the informal wage penalty is larger in the lower part of the conditional distribution and tends to disappear at the top, i.e., the informal sector increases wage dispersion. The magnitudes of these effects vary across countries, with the largest penalties in lower conditional quantiles of South Africa and more modest wage gaps in Latin America. We suggest explanations in line with different legal and labor market conditions.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.amse-aixmarseille.fr/sites/default/files/_dt/2012/wp_2013_-_nr_60.pdf
Download Restriction: no

Paper provided by Aix-Marseille School of Economics, Marseille, France in its series AMSE Working Papers with number 1360.

as
in new window

Length: 40 pages
Date of creation: Jun 2013
Date of revision: Jun 2013
Handle: RePEc:aim:wpaimx:1360
Contact details of provider: Web page: http://www.amse-aixmarseille.fr/en

More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Botelho, Fernando & Ponczek, Vladimir Pinheiro, 2007. "Segmentation in the brazilian labor market," Textos para discussão 231, Escola de Economia de São Paulo, Getulio Vargas Foundation (Brazil).
  2. Richard Blundell & Amanda Gosling & Hidehiko Ichimura & Costas Meghir, 2006. "Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds," CIRJE F-Series CIRJE-F-420, CIRJE, Faculty of Economics, University of Tokyo.
  3. Francisco Carneiro & Andrew Henley, 1998. "Wage determination in Brazil: The growth of union bargaining power and informal employment," Journal of Development Studies, Taylor & Francis Journals, vol. 34(4), pages 117-138.
  4. Pratap, Sangeeta & Quintin, Erwan, 2006. "Are labor markets segmented in developing countries? A semiparametric approach," European Economic Review, Elsevier, vol. 50(7), pages 1817-1841, October.
  5. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
  6. Francisca Antman & David J. McKenzie, 2007. "Earnings Mobility and Measurement Error: A Pseudo-Panel Approach," Economic Development and Cultural Change, University of Chicago Press, vol. 56, pages 125-161.
  7. Albrecht, James & Navarro, Lucas & Vroman, Susan, 2006. "The Effects of Labor Market Policies in an Economy with an Informal Sector," IZA Discussion Papers 2141, Institute for the Study of Labor (IZA).
  8. Bosch, Mariano & Maloney, William F., 2007. "Comparative Analysis of Labor Market Dynamics Using Markov Processes: An Application to Informality," IZA Discussion Papers 3038, Institute for the Study of Labor (IZA).
  9. Aureo de Paula & Jose A. Scheinkman, 2009. "Value Added Taxes, Chain Effects and Informality," PIER Working Paper Archive 09-030, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  10. El Badaoui, Eliane & Strobl, Eric & Walsh, Frank, 2010. "The formal sector wage premium and firm size," Journal of Development Economics, Elsevier, vol. 91(1), pages 37-47, January.
  11. Bargain, Olivier & Melly, Blaise, 2008. "Public Sector Pay Gap in France: New Evidence Using Panel Data," IZA Discussion Papers 3427, Institute for the Study of Labor (IZA).
  12. Gong, X. & van Soest, A.H.O. & Villagomez, E., 2000. "Mobility in the Urban Labor Market : A Panel Data Analysis for Mexico," Discussion Paper 2000-46, Tilburg University, Center for Economic Research.
  13. Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
  14. Isabel Günther & Andrey Launov, 2007. "Competitive and Segmented Informal Labor Markets," Ibero America Institute for Econ. Research (IAI) Discussion Papers 153, Ibero-America Institute for Economic Research.
  15. Immervoll, Herwig & Levy, Horacio & Nogueira, José Ricardo & O'Donoghue, Cathal & Siqueira, Rozane Bezerra de, 2006. "The Impact of Brazil's Tax-Benefit System on Inequality and Poverty," IZA Discussion Papers 2114, Institute for the Study of Labor (IZA).
  16. Maria Tannuri-Pianto & Donald M. Pianto & Omar Arias, 2004. "Informal Employment in Bolivia: A Lost Proposition?," Working papers - Textos para Discussao do Departamento de Economia da Universidade de Brasilia 317, Departamento de Economia da Universidade de Brasilia.
  17. Frank Walsh & Eliane Badaoui & Eric Strobl, 2008. "Is there an informal employment wage penalty? Evidence from South Africa," Open Access publications 10197/182, School of Economics, University College Dublin.
  18. Joshua Angrist & Victor Chernozhukov & Ivan Fernandez-Val, 2004. "Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure," NBER Working Papers 10428, National Bureau of Economic Research, Inc.
  19. 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.
  20. Maloney, William F, 1999. "Does Informality Imply Segmentation in Urban Labor Markets? Evidence from Sectoral Transitions in Mexico," World Bank Economic Review, World Bank Group, vol. 13(2), pages 275-302, May.
  21. Cunningham, Wendy V & Maloney, William F, 2001. "Heterogeneity among Mexico's Microenterprises: An Application of Factor and Cluster Analysis," Economic Development and Cultural Change, University of Chicago Press, vol. 50(1), pages 131-56, October.
  22. Paul Cichello & Gary Fields & Murray Leibbrandt, 2003. "Earnings and Employment Dynamics for Africans in Post-apartheid South Africa: A Panel Study of KwaZulu-Natal," Working Papers 03077, University of Cape Town, Development Policy Research Unit.
  23. Geeta G. Kingdon & John B. Knight, 2001. "Unemployment in South Africa: The nature of the beast," CSAE Working Paper Series 2001-15, Centre for the Study of African Economies, University of Oxford.
  24. Geeta Kingdon & John Knight, 2005. "Unemployment in South Africa, 1995-2003: Causes, Problems and Policies," Economics Series Working Papers GPRG-WPS-010, University of Oxford, Department of Economics.
  25. Ricardo Paes de Barros & Carlos Henrique Corseuil, 2004. "The Impact of Regulations on Brazilian Labor Market Performance," NBER Chapters, in: Law and Employment: Lessons from Latin America and the Caribbean, pages 273-350 National Bureau of Economic Research, Inc.
  26. Huber, Martin & Melly, Blaise, 2011. "Quantile Regression in the Presence of Sample Selection," Economics Working Paper Series 1109, University of St. Gallen, School of Economics and Political Science.
  27. Arbex, Marcelo & Galvao, Antonio F. & Gomes, Fábio Augusto Reis, 2010. "Heterogeneity in the Returns to Education and Informal Activities," Insper Working Papers wpe_216, Insper Working Paper, Insper Instituto de Ensino e Pesquisa.
  28. François Bourguignon & Ferreira Francisco H. G. & Philippe G. Leite, 2008. "Beyond Oaxaca-Blinder: Accounting for differences in household income distributions," Post-Print halshs-00754283, HAL.
  29. 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.
  30. Ricardo Paes de Barros & Carlos Henrique Corseuil, 2001. "The Impact of Regulations on Brazilian Labor Market Performance," IDB Publications (Working Papers) 43198, Inter-American Development Bank.
  31. Maloney, William, 2003. "Informality revisited," Policy Research Working Paper Series 2965, The World Bank.
  32. Dickens, William T & Lang, Kevin, 1985. "A Test of Dual Labor Market Theory," American Economic Review, American Economic Association, vol. 75(4), pages 792-805, September.
  33. Arias, Omar & Khamis, Melanie, 2008. "Comparative Advantage, Segmentation and Informal Earnings: A Marginal Treatment Effects Approach," IZA Discussion Papers 3916, Institute for the Study of Labor (IZA).
  34. Funkhouser, Edward, 1997. "Mobility and Labor Market Segmentation: The Urban Labor Market in El Salvador," Economic Development and Cultural Change, University of Chicago Press, vol. 46(1), pages 123-53, October.
  35. Fields, Gary S., 1975. "Rural-urban migration, urban unemployment and underemployment, and job-search activity in LDCs," Journal of Development Economics, Elsevier, vol. 2(2), pages 165-187, June.
  36. Jaime Saavedra & Alberto Chong, 1999. "Structural reform, institutions and earnings: Evidence from the formal and informal sectors in urban Peru," Journal of Development Studies, Taylor & Francis Journals, vol. 35(4), pages 95-116.
  37. Ulyssea, Gabriel, 2010. "Regulation of entry, labor market institutions and the informal sector," Journal of Development Economics, Elsevier, vol. 91(1), pages 87-99, January.
  38. Bosch, Mariano & Maloney, William F., 2008. "Cyclical Movements in Unemployment and Informality in Developing Countries," IZA Discussion Papers 3514, Institute for the Study of Labor (IZA).
  39. Magnac, Th, 1991. "Segmented or Competitive Labor Markets," Econometrica, Econometric Society, vol. 59(1), pages 165-87, January.
  40. Almeida, Rita & Carneiro, Pedro, 2009. "Enforcement of labor regulation and firm size," Journal of Comparative Economics, Elsevier, vol. 37(1), pages 28-46, March.
  41. Sergio Firpo, 2007. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 75(1), pages 259-276, 01.
  42. Fields, Gary S., 2007. "Labor market policy in developing countries : a selective review of the literature and needs for the future," Policy Research Working Paper Series 4362, The World Bank.
  43. Heckman, James J & Sedlacek, Guilherme, 1985. "Heterogeneity, Aggregation, and Market Wage Functions: An Empirical Model of Self-selection in the Labor Market," Journal of Political Economy, University of Chicago Press, vol. 93(6), pages 1077-1125, December.
  44. Douglas Marcouiller, S.J. & Veronica Ruiz de Castilla & Christopher Woodruff, 1995. "Formal Measures of the Informal Sector Wage Gap in Mexico, El Salvador, and Peru," Boston College Working Papers in Economics 294., Boston College Department of Economics.
  45. Johannes P. Jütting & Jante Parlevliet & Theodora Xenogiani, 2008. "Informal Employment Re-loaded," OECD Development Centre Working Papers 266, OECD Publishing.
  46. Amuedo-Dorantes, Catalina, 2004. "Determinants and Poverty Implications of Informal Sector Work in Chile," Economic Development and Cultural Change, University of Chicago Press, vol. 52(2), pages 347-68, January.
  47. Abrevaya, Jason & Dahl, Christian M, 2008. "The Effects of Birth Inputs on Birthweight," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 379-397.
  48. Henley, Andrew & Arabsheibani, G. Reza & Carneiro, Francisco G., 2006. "On defining and measuring the informal sector," Policy Research Working Paper Series 3866, The World Bank.
  49. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
  50. Olivier Bargain & Prudence Kwenda, 2011. "Earnings Structures, Informal Employment, And Self‐Employment: New Evidence From Brazil, Mexico, And South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57, pages S100-S122, 05.
  51. Yamada, Gustavo, 1996. "Urban Informal Employment and Self-Employment in Developing Countries: Theory and Evidence," Economic Development and Cultural Change, University of Chicago Press, vol. 44(2), pages 289-314, January.
  52. James Albrecht & Aico van Vuuren & Susan Vroman, 2004. "Decomposing the Gender Wage Gap in the Netherlands with Sample Selection Adjustments," Tinbergen Institute Discussion Papers 04-123/3, Tinbergen Institute.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:aim:wpaimx:1360. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Yves Doazan)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.