IDEAS home Printed from https://ideas.repec.org/p/wiw/wiwrsa/ersa14p365.html
   My bibliography  Save this paper

Income Inequality in Brazil : An analysis for the period 1994 - 2010

Author

Listed:
  • Alexandre Gomes
  • Mariana Gazonato
  • Raphael Reis

Abstract

Income inequality is a phenomenon that occurs in different proportions in many countries of the world. In Brazil, the problem seems particularly worrisome, as is worldly known as one of the most unequal countries in the world. This paper investigates the hypothesis of absolute and conditional convergence of income among the Brazilian states from 1994 to 2010. The methodology is divided in two steps. The first step we uses the Exploratory Spatial Data Analysis (ESDA) to verify the existence of spatial auto-correlation by Moran's I statistic. Our preliminary results have indicated the presence of spatial auto-correlation through years analyzed. Thus, it can be stated that the presence of low levels of income in a given state directly influence this occurrence in the neighboring units. This results is to somewhat expected since that in Brazil there is a clear North-South duality. If North and Northeast regions are found to be the poorest regions, South and Southeast regions are the richest. In the second step we test the convergence hypothesis to corroborate the existence of absolute and conditional convergence among Brazilian regions. The speed of convergence is estimated by neoclassical model. The model of absolute convergence verifies the reduction of inequalities in the periods (1994 to 2010) without considering structural differences between the states. Moreover, the conditional convergence model also implies on using variables that capture these differences. Our variable of interest is the well known Human Development Index, which captures different dimensions of quality of life from indicators such as levels of education, health conditions and wealth. The association of regional inequality with national income growth produced interesting results. The analysis of absolute and conditional convergence showed that there is indeed the existence of convergence in the period. If absolute convergence rate was 1.04 % per year, the number of years necessary to allow the half life of convergence is 67 years. Thus, our findings suggest that even if a country with high inequality such Brazil, recent public policies such as the universalization of education access and cash transfers programs, for instance, contributed significantly to the reduction of inequalities in the Brazil.

Suggested Citation

  • Alexandre Gomes & Mariana Gazonato & Raphael Reis, 2014. "Income Inequality in Brazil : An analysis for the period 1994 - 2010," ERSA conference papers ersa14p365, European Regional Science Association.
  • Handle: RePEc:wiw:wiwrsa:ersa14p365
    as

    Download full text from publisher

    File URL: https://www-sre.wu.ac.at/ersa/ersaconfs/ersa14/e140826aFinal00365.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carlos R. Azzoni, 2001. "Economic growth and regional income inequality in Brazil," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(1), pages 133-152.
    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. Tatiane Menezes & R. Silveira-Neto & Carlos Azzoni, 2012. "Demography and evolution of regional inequality," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(3), pages 643-655, December.
    2. Mariano Bosch Mossi & Patricio Aroca & Ismael J. FernáNDEZ & Carlos Roberto Azzoni, 2003. "Growth Dynamics and Space in Brazil," International Regional Science Review, , vol. 26(3), pages 393-418, July.
    3. Brida, Juan Gabriel & London, Silvia & Rojas, Mara, 2012. "Convergencia interregional en dinámica de regimenes: el caso del Mercosur [Regional convergence of dynamic of regimens: the case of Mercosur]," MPRA Paper 36863, University Library of Munich, Germany.
    4. Pires, Jose Claudio Linhares & Cravo, Tulio & Lodato, Simon & Piza, Caio, 2013. "Industrial Clusters and Economic Performance in Brazil," IDB Publications (Working Papers) 4771, Inter-American Development Bank.
    5. Marie Daumal, 2013. "The Impact of Trade Openness on Regional Inequality: The Cases of India and Brazil," The International Trade Journal, Taylor & Francis Journals, vol. 27(3), pages 243-280, August.
    6. Giuseppe Arbia & Jean H. P. Paelinck, 2003. "Spatial Econometric Modeling of Regional Convergence in Continuous Time," International Regional Science Review, , vol. 26(3), pages 342-362, July.
    7. Panagiotis Artelaris, 2021. "Regional economic growth and inequality in Greece," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(1), pages 141-158, February.
    8. World Bank, 2006. "Poverty, Growth, and Environment in Brazil : Spatial Insights for Policymaking," World Bank Publications - Reports 12852, The World Bank Group.
    9. Assed Haddad & Ahmed Hammad & Danielle Castro & Diego Vasco & Carlos Alberto Pereira Soares, 2021. "Framework for Assessing Urban Energy Sustainability," Sustainability, MDPI, vol. 13(16), pages 1-18, August.
    10. Michel DIMOU, 2008. "Urbanisation, Agglomeration Effects And Regional Inequality : An Introduction," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 27, pages 7-12.
    11. Mark V. JANIKAS & Sergio J. REY, 2008. "On The Relationships Between Spatial Clustering, Inequality, And Economic Growth In The United States : 1969-2000," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 27, pages 13-34.
    12. Julie A. Silva, 2013. "Rural Income Inequality in Mozambique: National Dynamics and Local Experiences?," The Review of Regional Studies, Southern Regional Science Association, vol. 43(1), pages 23-50, Summer.
    13. Valente J. Matlaba & Mark Holmes & Philip McCann & Jacques Poot, 2012. "Agglomeration Externalities and 1981-2006 Regional Growth in Brazil," Working Papers in Economics 12/07, University of Waikato.
    14. Stefano Magrini & Margherita Gerolimetto & Hasan Engin Duran, 2011. "Distortions in Cross-Sectional Convergence Analysis when the Aggregate Business Cycle is Incomplete," Working Papers 2011_07, Department of Economics, University of Venice "Ca' Foscari".
    15. Samantha Rawlings, 2012. "Gender, race, and heterogeneous scarring and selection effects of epidemic malaria on human capital," Economics Discussion Papers em-dp2012-01, Department of Economics, University of Reading.
    16. Márcio Poletti Laurini, 2017. "A spatial error model with continuous random effects and an application to growth convergence," Journal of Geographical Systems, Springer, vol. 19(4), pages 371-398, October.
    17. Carlos A. Azzoni & Naercio Menezes-Filho & Tatiana de Menezes & Raúl Silveira-Neto, 2000. "Geography and Income Convergence among Brazilian States," Research Department Publications 3096, Inter-American Development Bank, Research Department.
    18. Guilherme Resende & Alexandre Carvalho & Patrícia Sakowski & Túlio Cravo, 2016. "Evaluating multiple spatial dimensions of economic growth in Brazil using spatial panel data models," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(1), pages 1-31, January.
    19. Mark V. JANIKAS & Sergio J. REY, 2005. "Spatial Clustering, Inequality And Income Convergence," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 21, pages 45-64.
    20. Karyn Morrissey & Cathal O’Donoghue, 2009. "The Spatial Distribution of Labour Force Participation & Market Earnings at the Sub-National Level in Ireland," Working Papers 0912, Rural Economy and Development Programme,Teagasc.

    More about this item

    Keywords

    Convergence; Regional inequality and spatial analysis;

    JEL classification:

    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

    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:wiw:wiwrsa:ersa14p365. 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: Gunther Maier (email available below). General contact details of provider: http://www.ersa.org .

    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.