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Firms and the Decline in Earnings Inequality in Brazil

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  • Alvarez, Jorge
  • Benguria, Felipe
  • Engbom, Niklas
  • Moser, Christian

Abstract

We document a large decrease in earnings inequality in Brazil between 1996 and 2012. Using administrative linked employer-employee data, we fit high-dimensional worker and firm fixed-effects models to understand the sources of this decrease. Firm effects account for 40 percent of the total decrease and worker effects for 29 percent. Changes in observable worker and firm characteristics contributed little to these trends. Instead, the decrease is primarily due to a compression of returns to these characteristics, particularly a declining firm productivity-pay premium. Our results shed light on potential drivers of earnings inequality dynamics.

Suggested Citation

  • Alvarez, Jorge & Benguria, Felipe & Engbom, Niklas & Moser, Christian, 2017. "Firms and the Decline in Earnings Inequality in Brazil," MPRA Paper 95385, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:95385
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    1. Giulia Faggio & Kjell G. Salvanes & John Van Reenen, 2010. "The evolution of inequality in productivity and wages: panel data evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1919-1951, December.
    2. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    3. John Van Reenen, 1996. "The Creation and Capture of Rents: Wages and Innovation in a Panel of U. K. Companies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 195-226.
    4. Susana Iranzo & Fabiano Schivardi & Elisa Tosetti, 2008. "Skill Dispersion and Firm Productivity: An Analysis with Employer-Employee Matched Data," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 247-285, April.
    5. David Card & Francesco Devicienti & Agata Maida, 2014. "Rent-sharing, Holdup, and Wages: Evidence from Matched Panel Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 84-111.
    6. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    7. 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.
    8. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2009. "Measuring and Analyzing Cross-country Differences in Firm Dynamics," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 15-76, National Bureau of Economic Research, Inc.
    9. David Card & Ana Rute Cardoso & Patrick Kline, 2016. "Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 633-686.
    10. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    11. Luigi Guiso & Luigi Pistaferri & Fabiano Schivardi, 2005. "Insurance within the Firm," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 1054-1087, October.
    12. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    13. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    14. Ferreira, Francisco H. G. & Leite, Phillippe G. & Wai-Poi, Matthew, 2007. "Trade liberalization, employment flows, and wage inequality in Brazil," Policy Research Working Paper Series 4108, The World Bank.
    15. Timothy Dunne & Lucia Foster & John Haltiwanger & Kenneth R. Troske, 2004. "Wage and Productivity Dispersion in United States Manufacturing: The Role of Computer Investment," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 397-430, April.
    16. Isaac Sorkin, 2018. "Ranking Firms Using Revealed Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1331-1393.
    17. Niklas Engbom & Christian Moser, 2017. "Returns to Education through Access to Higher-Paying Firms: Evidence from US Matched Employer-Employee Data," American Economic Review, American Economic Association, vol. 107(5), pages 374-378, May.
    18. Jonathan Heathcote & Fabrizio Perri & Giovanni L. Violante, 2010. "Unequal We Stand: An Empirical Analysis of Economic Inequality in the United States: 1967-2006," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(1), pages 15-51, January.
    19. José Ernesto López Córdova & Mauricio Mesquita Moreira, 2003. "Regional Integration and Productivity: The Experiences of Brazil and Mexico," IDB Publications (Working Papers) 23438, Inter-American Development Bank.
    20. Stéphane Bonhomme & Thibaut Lamadon & Elena Manresa, 2019. "A Distributional Framework for Matched Employer Employee Data," Econometrica, Econometric Society, vol. 87(3), pages 699-739, May.
    21. Marc-Andreas Muendler, 2004. "Trade, Technology, and Productivity: A Study of Brazilian Manufacturers, 1986-1998," CESifo Working Paper Series 1148, CESifo.
    22. Dix-Carneiro, Rafael & Soares, Rodrigo R. & Ulyssea, Gabriel, 2016. "Local Labor Market Conditions and Crime: Evidence from the Brazilian Trade Liberalization," IZA Discussion Papers 9638, Institute of Labor Economics (IZA).
    23. Elhanan Helpman & Oleg Itskhoki & Marc-Andreas Muendler & Stephen J. Redding, 2017. "Trade and Inequality: From Theory to Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 357-405.
    24. Lopez , J. Humberto & Perry, Guillermo, 2008. "Inequality in Latin America : determinants and consequences," Policy Research Working Paper Series 4504, The World Bank.
    25. Naércio Aquino Menezes-Filho & Marc-Andreas Muendler & Garey Ramey, 2008. "The Structure of Worker Compensation in Brazil, with a Comparison to France and the United States," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 324-346, May.
    26. repec:idb:brikps:8336 is not listed on IDEAS
    27. David G. Blanchflower & Andrew J. Oswald & Peter Sanfey, 1996. "Wages, Profits, and Rent-Sharing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 227-251.
    28. M. J. Andrews & L. Gill & T. Schank & R. Upward, 2008. "High wage workers and low wage firms: negative assortative matching or limited mobility bias?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(3), pages 673-697, June.
    29. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    30. Naércio Aquino Menezes-Filho & Marc-Andreas Muendler & Garey Ramey, 2008. "The Structure of Worker Compensation in Brazil, with a Comparison to France and the United States," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 324-346, May.
    31. Gabriel Ulyssea, 2018. "Firms, Informality, and Development: Theory and Evidence from Brazil," American Economic Review, American Economic Association, vol. 108(8), pages 2015-2047, August.
    32. Nina Pavcnik & Andreas Blom & Pinelopi Goldberg & Norbert Schady, 2004. "Trade Liberalization and Industry Wage Structure: Evidence from Brazil," The World Bank Economic Review, World Bank, vol. 18(3), pages 319-344.
    33. Rafael Lopes de Melo, 2018. "Firm Wage Differentials and Labor Market Sorting: Reconciling Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 313-346.
    34. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    35. Jorge Alvarez, 2017. "The Agricultural Wage Gap: Evidence from Brazilian Micro-data," 2017 Meeting Papers 825, Society for Economic Dynamics.
    36. Rafael Dix-Carneiro & Brian K. Kovak, 2017. "Trade Liberalization and Regional Dynamics," American Economic Review, American Economic Association, vol. 107(10), pages 2908-2946, October.
    37. Pedro Cavalcanti Ferreira & JosÈ Luiz Rossi, 2003. "New Evidence from Brazil on Trade Liberalization and Productivity Growth," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(4), pages 1383-1405, November.
    38. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    39. repec:idb:brikps:22958 is not listed on IDEAS
    40. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    41. Rafael Dix-Carneiro & Brian K. Kovak, 2015. "Trade Liberalization and the Skill Premium: A Local Labor Markets Approach," American Economic Review, American Economic Association, vol. 105(5), pages 551-557, May.
    42. John M. Abowd & Robert H. Creecy & Francis Kramarz, 2002. "Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data," Longitudinal Employer-Household Dynamics Technical Papers 2002-06, Center for Economic Studies, U.S. Census Bureau.
    43. Mauricio Mesquita Moreira, 2004. "Brazil’s Trade Liberalization and Growth: Has it Failed?," International Trade 0412008, University Library of Munich, Germany.
    44. repec:oup:restud:v:84:y::i:1:p:357-405. is not listed on IDEAS
    45. Wojciech Kopczuk & Emmanuel Saez & Jae Song, 2010. "Earnings Inequality and Mobility in the United States: Evidence from Social Security Data Since 1937," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 91-128.
    46. Ms. Evridiki Tsounta & Anayochukwu Osueke, 2014. "What is Behind Latin America’s Declining Income Inequality?," IMF Working Papers 2014/124, International Monetary Fund.
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    More about this item

    Keywords

    Earnings Inequality; Linked Employer-Employee Data; Firm and Worker Heterogeneity; Productivity;
    All these keywords.

    JEL classification:

    • D2 - Microeconomics - - Production and Organizations
    • D20 - Microeconomics - - Production and Organizations - - - General
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • E20 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - General (includes Measurement and Data)
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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