IDEAS home Printed from https://ideas.repec.org/p/use/tkiwps/1811.html
   My bibliography  Save this paper

Economic Complexity and Inequality: Does Productive Structure Affect Regional Wage Differentials in Brazil?

Author

Listed:
  • Margarida Bandeira Morais
  • J. Swart
  • J.A. Jordaan

Abstract

Brazil is an upper middle income economy, with a GDP per capita of close to 12,000 (constant) dollars in 2014. Nonetheless, Brazil has a significant amount of people living under poverty. 7.6% of the population was poor in 2014 (Poverty headcount ratio at $3.10 a day, 2011 PPP), making Brazil one of the most unequal countries in the world. Concomitantly, Brazil's different regions and states are highly heterogeneous with respect to income levels, inequality, and prevalence of poverty. Moreover, in the last past decades, the dispersion of inequality between states has increased. This paper shows that Brazilian states are also heterogenous in terms of economic complexity; and analyzes how economic complexity affects income inequality. To test the relationship between economic complexity and income inequality we employ panel data analysis for the 27 Brazilian states over the period 2002-2014. Our main proposition is that economic complexity affects regional wage differentials in a nonlinear way. Our findings confirm this proposition and point to an inverted U-shaped relationship, whereby higher economic complexity is initially associated with higher, and subsequently lower, inequality levels.

Suggested Citation

  • Margarida Bandeira Morais & J. Swart & J.A. Jordaan, 2018. "Economic Complexity and Inequality: Does Productive Structure Affect Regional Wage Differentials in Brazil?," Working Papers 18-11, Utrecht School of Economics.
  • Handle: RePEc:use:tkiwps:1811
    as

    Download full text from publisher

    File URL: https://dspace.library.uu.nl/bitstream/handle/1874/374928/18_11.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gonzaga, Gustavo & Menezes Filho, Naercio & Terra, Cristina, 2006. "Trade liberalization and the evolution of skill earnings differentials in Brazil," Journal of International Economics, Elsevier, vol. 68(2), pages 345-367, March.
    2. Nora Lustig & Luis F. Lopez-Calva & Eduardo Ortiz-Juarez & Célestin Monga, 2016. "Deconstructing the Decline in Inequality in Latin America," International Economic Association Series, in: Kaushik Basu & Joseph E. Stiglitz (ed.), Inequality and Growth: Patterns and Policy, chapter 7, pages 212-247, Palgrave Macmillan.
    3. Geoffrey M. Hodgson, 2003. "Capitalism, Complexity, and Inequality," Journal of Economic Issues, Taylor & Francis Journals, vol. 37(2), pages 471-478, June.
    4. Lustig, Nora & Lopez-Calva, Luis F. & Ortiz-Juarez, Eduardo, 2013. "Declining Inequality in Latin America in the 2000s: The Cases of Argentina, Brazil, and Mexico," World Development, Elsevier, vol. 44(C), pages 129-141.
    5. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    6. Eliana Cardoso & Andre Urani & Andre Urani, 1995. "Inflation and Unemployment as Determinants of Inequality in Brazil: The 1980s," NBER Chapters, in: Reform, Recovery, and Growth: Latin America and the Middle East, pages 151-176, National Bureau of Economic Research, Inc.
    7. 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.
    8. Fernando Borraz & Daniel Ferrés & Máximo Rossi, 2013. "Assessment of the distributive impact of national trade reforms in Brazil," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(2), pages 215-235, June.
    9. Attanasio, Orazio & Goldberg, Pinelopi K. & Pavcnik, Nina, 2004. "Trade reforms and wage inequality in Colombia," Journal of Development Economics, Elsevier, vol. 74(2), pages 331-366, August.
    10. repec:dau:papers:123456789/1904 is not listed on IDEAS
    11. Ferreira FIlho, Joaquim Bento de Souza & Horridge, Mark, 2005. "The Doha Round, Poverty and Regional Inequality in Brazil," Conference papers 331332, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    12. Castilho, Marta & Menéndez, Marta & Sztulman, Aude, 2012. "Trade Liberalization, Inequality, and Poverty in Brazilian States," World Development, Elsevier, vol. 40(4), pages 821-835.
    13. Pryor,Frederic L., 1996. "Economic Evolution and Structure," Cambridge Books, Cambridge University Press, number 9780521559249, October.
    14. Fally, Thibault & Paillacar, Rodrigo & Terra, Cristina, 2010. "Economic geography and wages in Brazil: Evidence from micro-data," Journal of Development Economics, Elsevier, vol. 91(1), pages 155-168, January.
    15. Esquivel, Gerardo & Rodriguez-Lopez, Jose Antonio, 2003. "Technology, trade, and wage inequality in Mexico before and after NAFTA," Journal of Development Economics, Elsevier, vol. 72(2), pages 543-565, December.
    16. Carlos R. Azzoni & Luciana M.S. Servo, 2002. "Education, cost of living and regional wage inequality in Brazil," Review of Economic Design, Springer;Society for Economic Design, vol. 81(2), pages 157-175, April.
    17. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    18. Dominik Hartmann & Cristian Jara-Figueroa & Miguel Guevara & Alex Simoes & C'esar A. Hidalgo, 2017. "The structural constraints of income inequality in Latin America," Papers 1701.03770, arXiv.org, revised Jan 2017.
    19. 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.
    20. Ricardo Hausmann & Brad Cunningham & John Matovu & Rosie Osire & Kelly Wyett, 2014. "How should Uganda grow?," Global Development Institute Working Paper Series esid-030-14, GDI, The University of Manchester.
    21. 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.
    22. Pryor,Frederic L., 1996. "Economic Evolution and Structure," Cambridge Books, Cambridge University Press, number 9780521550970, October.
    23. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, April.
    24. repec:oup:restud:v:84:y::i:1:p:357-405. is not listed on IDEAS
    25. 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.
    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. Arif, Imran, 2021. "Productive knowledge, economic sophistication, and labor share," World Development, Elsevier, vol. 139(C).
    2. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    3. Lapatinas, Athanasios & Litina, Anastasia & Zanaj, Skerdilajda, 2020. "Environmental Culture and Economic Complexity," MPRA Paper 105067, University Library of Munich, Germany.
    4. Athanasios Lapatinas & Anastasia Litina & Skerdilajda Zanaj, 2021. "The Impact of Economic Complexity on the Formation of Environmental Culture," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    5. Juan Antonio González Sierra & Carla Carolina Pérez Hernández & Jessica Mendoza Moheno, 2023. "Inclusión financiera y complejidad económica en México," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 18(2), pages 1-25, Abril - J.
    6. Chien-Chiang Lee & En-Ze Wang, 2021. "Economic Complexity and Income Inequality: Does Country Risk Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(1), pages 35-60, February.
    7. Rui Xue & KeYu Li & FeiFei Wang & Claude Baron, 2024. "Research Progress and Hot-spot Analysis of The Economic Complexity Research Based on CiteSpace," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 14(1), pages 1-10.
    8. Viktor Stojkoski & Philipp Koch & Eva Coll & César A. Hidalgo, 2024. "Estimating digital product trade through corporate revenue data," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    9. Bryan Rivera & Marcelo Leon & Gino Cornejo & Hector Florez, 2023. "Analysis of the Effect of Human Capital, Institutionality and Globalization on Economic Complexity: Comparison between Latin America and Countries with Greater Economic Diversification," Economies, MDPI, vol. 11(8), pages 1-16, July.

    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. Margarida Bandeira Morais & Julia Swart & Jacob Arie Jordaan, 2021. "Economic Complexity and Inequality: Does Regional Productive Structure Affect Income Inequality in Brazilian States?," Sustainability, MDPI, vol. 13(2), pages 1-23, January.
    2. Yoshimichi Murakami, 2018. "Globalization and Income Inequality in Latin America: A Review of Theoretical Developments and Recent Evidence," Discussion Paper Series DP2018-16, Research Institute for Economics & Business Administration, Kobe University, revised Aug 2018.
    3. Paolo Giordano & Kun Li, 2012. "An Updated Assessment of the Trade and Poverty Nexus in Latin America," IDB Publications (Working Papers) 79119, Inter-American Development Bank.
    4. Timothy Halliday & Daniel Lederman & Raymond Robertson, 2018. "Tracking wage inequality trends with prices and different trade models: evidence from Mexico," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(1), pages 47-73, February.
    5. Giordano, Paolo & Li, Kun, 2012. "An Updated Assessment of the Trade and Poverty Nexus in Latin America," IDB Publications (Working Papers) 4209, Inter-American Development Bank.
    6. Castilho, Marta & Menéndez, Marta & Sztulman, Aude, 2012. "Trade Liberalization, Inequality, and Poverty in Brazilian States," World Development, Elsevier, vol. 40(4), pages 821-835.
    7. García Muñoz, Teresa María & Milgram Baleix, Juliette & Odeh, Omar Odeh, 2020. "Inequality in Latin America: The role of the nature of trade and partners," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 14, pages 1-35.
    8. Kang-Kook Lee & Trung V. Vu, 2020. "Economic complexity, human capital and income inequality: a cross-country analysis," The Japanese Economic Review, Springer, vol. 71(4), pages 695-718, October.
    9. Diogo Ferraz & Fernanda P. S. Falguera & Enzo B. Mariano & Dominik Hartmann, 2021. "Linking Economic Complexity, Diversification, and Industrial Policy with Sustainable Development: A Structured Literature Review," Sustainability, MDPI, vol. 13(3), pages 1-29, January.
    10. 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.
    11. Chien-Chiang Lee & En-Ze Wang, 2021. "Economic Complexity and Income Inequality: Does Country Risk Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(1), pages 35-60, February.
    12. repec:dau:papers:123456789/1904 is not listed on IDEAS
    13. Carlos Rodriguez-Castelan & Luis F. Lopez-Calva & Nora Lustig & Daniel Valderrama, 2016. "Understanding the Dynamics of Labor Income Inequality in Latin America," Working Papers 1608, Tulane University, Department of Economics.
    14. Chu, Lan Khanh & Hoang, Dung Phuong, 2020. "How does economic complexity influence income inequality? New evidence from international data," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 44-57.
    15. Hartmann, Dominik & Jara-Figueroa, Cristian & Kaltenberg, Mary & Gala, Paulo, 2019. "Mapping stratification: The industry-occupation space reveals the network structure of inequality," Hohenheim Discussion Papers in Business, Economics and Social Sciences 06-2019, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    16. Dominik Hartmann & Flavio L. Pinheiro, 2022. "Economic complexity and inequality at the national and regional level," Papers 2206.00818, arXiv.org, revised Jun 2022.
    17. Emilie Le Caous & Fenghueih Huarng, 2020. "Economic Complexity and the Mediating Effects of Income Inequality: Reaching Sustainable Development in Developing Countries," Sustainability, MDPI, vol. 12(5), pages 1-26, March.
    18. Hamid Sepehrdoust & Mohsen Tartar & Aliakbar Gholizadeh, 2022. "Economic complexity, scientific productivity and income inequality in developing economies," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 30(4), pages 737-752, October.
    19. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    20. Yoshimichi Murakami, 2021. "Trade liberalization and wage inequality: Evidence from Chile," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(3), pages 407-438, April.
    21. Julien Gourdon, 2011. "Wage inequality in developing countries: South–South trade matters," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 58(4), pages 359-383, December.

    More about this item

    Keywords

    Income inequality; economic complexity; productive structure; Brazil; Kuznets curve; wage differentials; Gini; Theil; economic development; Brazilian states; panel data; ECI;
    All these keywords.

    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:use:tkiwps:1811. 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: Marina Muilwijk (email available below). General contact details of provider: https://edirc.repec.org/data/eiruunl.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.