IDEAS home Printed from https://ideas.repec.org/a/spr/joecin/v17y2019i4d10.1007_s10888-019-09418-6.html
   My bibliography  Save this article

Growth with reduction in poverty and inequality: did Brazil show the way?

Author

Listed:
  • Orlando Sotomayor

    (University of Puerto Rico)

Abstract

A comprehensive decomposition approach is applied to identify the factors that generated a remarkable change in income distribution, whereby in the a span of a decade, Brazilian inequality fell by one-fifth, and the incidence of poverty declined by two-thirds. It is argued that important elements related to these developments had been in place for some time. These elements included macroeconomic stability, long-standing increases in educational attainment, and favorable demographics in the form of a declining dependency ratio that proved to be both poverty- and inequality-reducing. Robust economic growth during the 2000s and the early 2010s resulted in across-the-board income gains that were widely shared, owing to mechanisms that favored advances at the lower end of the distribution of earnings. Demographics, as well as changes in educational attainment, labor force participation, and lower-skill prices explain most of the significant drop in the headcount ratio, with education and the interaction between economic growth and a rising wage floor accounting for the bulk of the change. The same factors explain up to 85% of the decline in income dispersion that was especially driven by markedly compressed earnings differentials. Human capital accumulation and strong labor market institutions thus stand out as key mechanisms linking economic growth to income distribution.

Suggested Citation

  • Orlando Sotomayor, 2019. "Growth with reduction in poverty and inequality: did Brazil show the way?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(4), pages 521-541, December.
  • Handle: RePEc:spr:joecin:v:17:y:2019:i:4:d:10.1007_s10888-019-09418-6
    DOI: 10.1007/s10888-019-09418-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10888-019-09418-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10888-019-09418-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    2. Daniel Halter & Manuel Oechslin & Josef Zweimüller, 2014. "Inequality and growth: the neglected time dimension," Journal of Economic Growth, Springer, vol. 19(1), pages 81-104, March.
    3. Frank Cowell & Carlo Fiorio, 2011. "Inequality decompositions—a reconciliation," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(4), pages 509-528, December.
    4. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    5. Rodrigo R. Soares & Diana Kruger & Matias Berthelon, 2012. "Household Choices of Child Labor and Schooling: A Simple Model with Application to Brazil," Journal of Human Resources, University of Wisconsin Press, vol. 47(1), pages 1-31.
    6. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    7. François Bourguignon & Francisco Ferreira & Phillippe Leite, 2008. "Beyond Oaxaca–Blinder: Accounting for differences in household income distributions," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(2), pages 117-148, June.
    8. Glewwe, Paul & Kassouf, Ana Lucia, 2012. "The impact of the Bolsa Escola/Familia conditional cash transfer program on enrollment, dropout rates and grade promotion in Brazil," Journal of Development Economics, Elsevier, vol. 97(2), pages 505-517.
    9. Deborah Reed & Maria Cancian, 2001. "Sources of Inequality: Measuring the Contributions of Income Sources to Rising Family Income Inequality," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(3), pages 321-333, September.
    10. Ghosh, Pallab Kumar, 2014. "The contribution of human capital variables to changes in the wage distribution function," Labour Economics, Elsevier, vol. 28(C), pages 58-69.
    11. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    12. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
    13. Frank A. Cowell & Maria-Pia Victoria-Feser, 2002. "Welfare Rankings in the Presence of Contaminated Data," Econometrica, Econometric Society, vol. 70(3), pages 1221-1233, May.
    14. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    15. Fernandes, Reynaldo & de Felicio, Fabiana, 2005. "The Entry of the Wife into the Labor Force in Response to the Husband's Unemployment: A Study of the Added Worker Effect in Brazilian Metropolitan Areas," Economic Development and Cultural Change, University of Chicago Press, vol. 53(4), pages 887-911, July.
    16. Ricardo Paes de Barros & Mirela de Carvalho & Samuel Franco & Rosane Mendonça, 2006. "Uma Análise das Principais Causas da Queda Recente na Desigualdade de Renda Brasileira," Discussion Papers 1203, Instituto de Pesquisa Econômica Aplicada - IPEA.
    17. James Foster & Joel Greer & Erik Thorbecke, 2010. "The Foster–Greer–Thorbecke (FGT) poverty measures: 25 years later," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(4), pages 491-524, December.
    18. James E. Foster & Joel Greer & Erik Thorbecke, 2010. "The Foster-Greer-Thorbecke (FGT) Poverty Measures: Twenty-Five Years Later," Working Papers 2010-14, The George Washington University, Institute for International Economic Policy.
    19. Oechslin, Manuel & Halter, David, 2010. "Inequality and Growth: The Neglected Time Dimension," CEPR Discussion Papers 8033, C.E.P.R. Discussion Papers.
    20. Deaton, Angus S & Muellbauer, John, 1986. "On Measuring Child Costs: With Applications to Poor Countries," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 720-744, August.
    21. Filho, Irineu de Carvalho & Chamon, Marcos, 2012. "The myth of post-reform income stagnation: Evidence from Brazil and Mexico," Journal of Development Economics, Elsevier, vol. 97(2), pages 368-386.
    22. Reed, Deborah & Cancian, Maria, 2001. "Sources of Inequality: Measuring the Contributions of Income Sources to Rising Family Income Inequality," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(3), pages 321-333, September.
    23. Martin Ravallion, 2012. "Why Don't We See Poverty Convergence?," American Economic Review, American Economic Association, vol. 102(1), pages 504-523, February.
    24. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    25. Timmins, Christopher, 2006. "Estimating spatial differences in the Brazilian cost of living with household location choices," Journal of Development Economics, Elsevier, vol. 80(1), pages 59-83, June.
    26. José A. F. Machado & José Mata, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465, May.
    27. Jenkins, Stephen P & Cowell, Frank A, 1994. "Parametric Equivalence Scales and Scale Relativities," Economic Journal, Royal Economic Society, vol. 104(425), pages 891-900, July.
    28. Brian K. Kovak, 2013. "Regional Effects of Trade Reform: What Is the Correct Measure of Liberalization?," American Economic Review, American Economic Association, vol. 103(5), pages 1960-1976, August.
    29. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    30. Mookherjee, Dilip & Shorrocks, Anthony F, 1982. "A Decomposition Analysis of the Trend in UK Income Inequality," Economic Journal, Royal Economic Society, vol. 92(368), pages 886-902, December.
    31. Sotomayor, Orlando J., 2009. "Changes in the Distribution of Household Income in Brazil: The Role of Male and Female Earnings," World Development, Elsevier, vol. 37(10), pages 1706-1715, October.
    32. Yoram Amiel & John Creedy & Stan Hurn, 1999. "Measuring Attitudes Towards Inequality," Scandinavian Journal of Economics, Wiley Blackwell, vol. 101(1), pages 83-96, March.
    33. Ricardo Paes de Barros & Carlos Henrique Corseuil & Miguel N. Foguel & Philippe G. Leite, 2001. "Uma avaliação dos impactos do salário mínimo sobre o nível de pobreza metropolitana no Brasil," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 2(1), pages 47-71, January-J.
    34. McIntyre, Frank & Pencavel, John, 2004. "The Effect of Macroeconomic Turbulence on Real Wage Levels and the Wage Structure: Brazil, 1981-1999," Economic Development and Cultural Change, University of Chicago Press, vol. 52(4), pages 681-717, July.
    35. Fields, Gary S, 1977. "Who Benefits from Economic Development?-A Reexamination of Brazilian Growth in the 1960's," American Economic Review, American Economic Association, vol. 67(4), pages 570-582, September.
    36. Ferreira, Francisco H.G. & Leite, Phillippe G. & Ravallion, Martin, 2010. "Poverty reduction without economic growth?: Explaining Brazil's poverty dynamics, 1985-2004," Journal of Development Economics, Elsevier, vol. 93(1), pages 20-36, September.
    37. Orlando Sotomayor, 2006. "Macroeconomic performance and poverty in Brazil," Journal of Development Studies, Taylor & Francis Journals, vol. 42(1), pages 139-157.
    38. Fishlow, Albert, 1972. "Brazilian Size Distribution of Income," American Economic Review, American Economic Association, vol. 62(2), pages 391-402, May.
    39. Kraay, Aart, 2006. "When is growth pro-poor? Evidence from a panel of countries," Journal of Development Economics, Elsevier, vol. 80(1), pages 198-227, June.
    40. Ramos, Lauro & Bonelli, Regis, 1995. "Distribuição de renda no Brasil: avaliação das tendências de longo prazo e mudanças na desigualdade desde meados dos anos 70," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 49(2), April.
    Full references (including those not matched with items on IDEAS)

    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. Sotomayor, Orlando J., 2021. "Can the minimum wage reduce poverty and inequality in the developing world? Evidence from Brazil," World Development, Elsevier, vol. 138(C).
    2. Ferreira , Francisco H. G., 2010. "Distributions in motion: economic growth, inequality, and poverty dynamics," Policy Research Working Paper Series 5424, The World Bank.
    3. Zhang, Lei & Yi, Yimin, 2018. "What contributes to the rising house prices in Beijing? A decomposition approach," Journal of Housing Economics, Elsevier, vol. 41(C), pages 72-84.
    4. Ferdi Botha & John P. de New & Sonja C. de New & David C. Ribar & Nicolás Salamanca, 2020. "COVID-19 labour market shocks and their inequality implications for financial wellbeing," Melbourne Institute Working Paper Series wp2020n15, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    5. Sotomayor, Orlando J., 2009. "Changes in the Distribution of Household Income in Brazil: The Role of Male and Female Earnings," World Development, Elsevier, vol. 37(10), pages 1706-1715, October.
    6. Sotomayor, Orlando, 2008. "The Distribution of Household Income in Brazil: Unequal and Immutable?," World Development, Elsevier, vol. 36(7), pages 1280-1293, July.
    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. Rothe, Christoph, 2010. "Nonparametric estimation of distributional policy effects," Journal of Econometrics, Elsevier, vol. 155(1), pages 56-70, March.
    9. Cerra,Valerie & Lama,Ruy & Loayza,Norman V., 2021. "Links between Growth, Inequality, and Poverty : A Survey," Policy Research Working Paper Series 9603, The World Bank.
    10. Pallab Kumar Ghosh & Jae Yoon Lee, 2016. "Decomposition of Changes in Korean Wage Inequality, 1998–2007," Journal of Labor Research, Springer, vol. 37(1), pages 1-28, March.
    11. Salverda, Wiemer & Checchi, Daniele, 2014. "Labour-Market Institutions and the Dispersion of Wage Earnings," IZA Discussion Papers 8220, Institute of Labor Economics (IZA).
    12. Essama-Nssah, B., 2012. "Identification of sources of variation in poverty outcomes," Policy Research Working Paper Series 5954, The World Bank.
    13. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    14. Higgins, Sean & Lustig, Nora, 2016. "Can a poverty-reducing and progressive tax and transfer system hurt the poor?," Journal of Development Economics, Elsevier, vol. 122(C), pages 63-75.
    15. Trinh Thi, Huong & Simioni, Michel & Thomas-Agnan, Christine, 2018. "Decomposition of changes in the consumption of macronutrients in Vietnam between 2004 and 2014," Economics & Human Biology, Elsevier, vol. 31(C), pages 259-275.
    16. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2015. "Public–private wage differentials in euro-area countries: evidence from quantile decomposition analysis," Empirical Economics, Springer, vol. 49(3), pages 985-1015, November.
    17. Ekaterina Selezneva & Philippe Van Kerm, 2016. "A distribution-sensitive examination of the gender wage gap in Germany," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(1), pages 21-40, March.
    18. Ana Fernandes & Martin Huber & Giannina Vaccaro, 2021. "Gender differences in wage expectations," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-24, June.
    19. Martin Ravallion, 2013. "The Idea of Antipoverty Policy," NBER Working Papers 19210, National Bureau of Economic Research, Inc.
    20. Mager, Gregor & Faße, Anja, 2021. "The Contribution of Smallholders´ Livelihood Activities on Income Inequality and Poverty: Case Study from Rural Tanzania," 2021 Conference, August 17-31, 2021, Virtual 315405, International Association of Agricultural Economists.

    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:spr:joecin:v:17:y:2019:i:4:d:10.1007_s10888-019-09418-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.