IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i2p1006-d483304.html
   My bibliography  Save this article

Economic Complexity and Inequality: Does Regional Productive Structure Affect Income Inequality in Brazilian States?

Author

Listed:
  • Margarida Bandeira Morais

    (Department of Geography and Environment, London School of Economics, Houghton Street, London WC2A 2AE, UK)

  • Julia Swart

    (Utrecht University School of Economics, Adam Smith Hall, International Campus Utrecht, Kriekenpitplein 21-22, 3584 EC Utrecht, The Netherlands)

  • Jacob Arie Jordaan

    (Utrecht University School of Economics, Adam Smith Hall, International Campus Utrecht, Kriekenpitplein 21-22, 3584 EC Utrecht, The Netherlands)

Abstract

Recent research on the effects of the productive structure of an economy has turned to examining whether economic complexity is associated with lower income inequality. In contrast to the commonly adopted approach that estimates the impact of economic complexity in a cross-country setting, we use panel data for Brazilian states to identify the relationship between economic complexity and income inequality at the sub-national level. Our findings show that the relationship between economic complexity and income inequality has an inverted U-shape, indicating that growing levels of complexity first worsen and then improve the income distribution in Brazilian states. Our findings also show that this relationship is particularly prominent in those states that have relatively high levels of urbanization and overall development. Furthermore, we identify separate effects on income inequality from the degree to which regional productive structures are characterised by diversity in terms of industries and occupations. These effects are particularly pronounced in less developed states with a more rural character. In combination, these findings confirm the important role that the productive structure plays in processes that drive improvements in income distributions and suggest that more research on this impact is warranted at the regional level.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:2:p:1006-:d:483304
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/2/1006/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/2/1006/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Emanuele Pugliese & Guido L Chiarotti & Andrea Zaccaria & Luciano Pietronero, 2017. "Complex Economies Have a Lateral Escape from the Poverty Trap," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-18, January.
    2. 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.
    3. Castilho, Marta & Menéndez, Marta & Sztulman, Aude, 2012. "Trade Liberalization, Inequality, and Poverty in Brazilian States," World Development, Elsevier, vol. 40(4), pages 821-835.
    4. Hartmann, Dominik & Bezerra, Mayra & Lodolo, Beatrice & Pinheiro, Flávio L., 2019. "International trade, development traps, and the core-periphery structure of income inequality," Hohenheim Discussion Papers in Business, Economics and Social Sciences 01-2019, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    5. Fischer, Manfred M. & Scherngell, Thomas & Reismann, Martin, 2008. "Knowledge spillovers and total factor productivity. Evidence using a spatial panel data model," MPRA Paper 77762, University Library of Munich, Germany.
    6. Ferreira, Francisco H. G. & Leite, Phillippe G. & Litchfield, Julie A., 2008. "The Rise And Fall Of Brazilian Inequality: 1981–2004," Macroeconomic Dynamics, Cambridge University Press, vol. 12(S2), pages 199-230, September.
    7. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    8. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    9. 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.
    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. 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.
    12. Le, Thai-Ha & Nguyen, Canh Phuc & Su, Thanh Dinh & Tran-Nam, Binh, 2020. "The Kuznets curve for export diversification and income inequality: Evidence from a global sample," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 21-39.
    13. 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.
    14. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    15. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    16. 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, December.
    17. repec:dau:papers:123456789/1904 is not listed on IDEAS
    18. Dervis, Kemal & Page, John Jr., 1984. "Industrial policy in developing countries," Journal of Comparative Economics, Elsevier, vol. 8(4), pages 436-451, December.
    19. Diogo Signor & Jongsung Kim & Edinaldo Tebaldi, 2019. "Persistence and determinants of income inequality: The Brazilian case," Review of Development Economics, Wiley Blackwell, vol. 23(4), pages 1748-1767, November.
    20. 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.
    21. Lectard, Pauline & Rougier, Eric, 2018. "Can Developing Countries Gain from Defying Comparative Advantage? Distance to Comparative Advantage, Export Diversification and Sophistication, and the Dynamics of Specialization," World Development, Elsevier, vol. 102(C), pages 90-110.
    22. repec:oup:restud:v:84:y::i:1:p:357-405. is not listed on IDEAS
    23. 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.
    24. Klinger, Bailey & Lederman, Daniel, 2006. "Diversification, innovation, and imitation inside the Global Technological Frontier," Policy Research Working Paper Series 3872, The World Bank.
    25. 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.
    26. Lectard, Pauline & Rougier, Eric, 2018. "Can Developing Countries Gain from Defying Comparative Advantage? Distance to Comparative Advantage, Export Diversification and Sophistication, and the Dynamics of Specialization," World Development, Elsevier, vol. 102(C), pages 90-110.
    27. Naudé, Wim & Szirmai, Adam, 2012. "The importance of manufacturing in economic development: Past, present and future perspectives," MERIT Working Papers 2012-041, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    28. 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.
    29. Jordaan,Jacob Arie & Douw,Willem & Qiang,Zhenwei, 2020. "Multinational Corporation Affiliates, Backward Linkages, and Productivity Spillovers in Developing and Emerging Economies : Evidence and Policy Making," Policy Research Working Paper Series 9364, The World Bank.
    30. Nicholas Charron & Victor Lapuente & Paola Annoni, 2019. "Measuring quality of government in EU regions across space and time," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 1925-1953, October.
    31. 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. Behrooz Shahmoradi & Nejla Ould Daoud Ellili, 2024. "Bibliometric review of research on economic complexity: current trends, developments, and future research directions," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 51(4), pages 859-891, December.
    2. Julia Dubrovskaya & Elena Kozonogova & Maria Rusinova, 2023. "Modeling Spatial Development of the Economy Based on the Concept of Economic Complexity (on the Example of Aerospace Industry)," Mathematics, MDPI, vol. 11(3), pages 1-22, February.
    3. Carlos A. Piccioni & Saulo B. Bastos & Daniel O. Cajueiro, 2024. "Measuring Inequality Using Electronic Payment Data," Working Papers Series 608, Central Bank of Brazil, Research Department.
    4. Dominik Hartmann & Flavio L. Pinheiro, 2022. "Economic complexity and inequality at the national and regional level," Papers 2206.00818, arXiv.org, revised Jun 2022.
    5. Manuel Gómez‐Zaldívar & María Isabel Osorio‐Caballero & Edgar Juan Saucedo‐Acosta, 2022. "Income inequality and economic complexity: Evidence from Mexican states," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(6), pages 344-363, December.
    6. Felipe Orsolin Teixeira & Fabricio Jose Missio & Ricardo Dathein, 2022. "Economic complexity, structural transformation and economic growth in a regional context: Evidence for Brazil," PSL Quarterly Review, Economia civile, vol. 75(300), pages 63-79.
    7. Ben-Hur Francisco Cardoso & Eva Yamila da Silva Catela & Guilherme Viegas & Fl'avio L. Pinheiro & Dominik Hartmann, 2023. "Export complexity, industrial complexity and regional economic growth in Brazil," Papers 2312.07469, arXiv.org.
    8. Flavio L. Pinheiro & Pierre-Alexandre Balland & Ron Boschma & Dominik Hartmann, 2022. "The Dark Side of the Geography of Innovation. Relatedness, Complexity, and Regional Inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2202, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2022.

    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 & 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.
    2. Elena Paglialunga & Andrea Coveri & Antonello Zanfei, 2020. "Climate change and inequality in a global context. Exploring climate induced disparities and the reaction of economic systems," Working Papers 2003, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2020.
    3. 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.
    4. Yue, Jiahua & Zhou, Shangsi, 2018. "Democracy’s comparative advantage: Evidence from aggregated trade data, 1962–2010," World Development, Elsevier, vol. 111(C), pages 27-40.
    5. Nguyen, Canh Phuc, 2021. "Gender equality and economic complexity," Economic Systems, Elsevier, vol. 45(4).
    6. Nguyen, Canh Phuc, 2022. "Does economic complexity matter for the shadow economy?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 210-227.
    7. Roberto Antonietti & Chiara Burlina, 2023. "Exploring the entropy-complexity nexus. Evidence from Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(1), pages 257-283, April.
    8. Dung Phuong Hoang & Lan Khanh Chu, 2023. "Progression to Higher Economic Complexity: The Role of Institutions," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4339-4366, December.
    9. Lectard, Pauline, 2023. "Manufacturing exports: A virtuous circle of industrialization or a lock-in development pattern? The case of the machinery and textiles sectors," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 319-338.
    10. Ben Saad, Myriam & Brahim, Mariem & Schaffar, Alexandra & Guesmi, Khaled & Ben Saad, Rym, 2023. "Economic complexity, diversification and economic development: The strategic factors," Research in International Business and Finance, Elsevier, vol. 64(C).
    11. Ridha Nouira & Sami Saafi, 2022. "What Drives the Relationship Between Export Upgrading and Growth? The Role of Human Capital, Institutional Quality, and Economic Development," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 1944-1961, September.
    12. Bahar, Dany & Rosenow, Samuel & Stein, Ernesto & Wagner, Rodrigo, 2019. "Export take-offs and acceleration: Unpacking cross-sector linkages in the evolution of comparative advantage," World Development, Elsevier, vol. 117(C), pages 48-60.
    13. 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.
    14. Vu, Trung V., 2020. "Economic complexity and health outcomes: A global perspective," Social Science & Medicine, Elsevier, vol. 265(C).
    15. Gnangnon, Sèna Kimm, 2022. "Effect of the Duration of Membership in the GATT/WTO on Human Development in Developed and Developing Countries," EconStor Preprints 265061, ZBW - Leibniz Information Centre for Economics.
    16. 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.
    17. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    18. Trung V. Vu, 2022. "Does institutional quality foster economic complexity? The fundamental drivers of productive capabilities," Empirical Economics, Springer, vol. 63(3), pages 1571-1604, September.
    19. 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.
    20. Gnangnon, Sèna Kimm, 2020. "Aid for Trade flows and Poverty Reduction in Recipient-Countries," EconStor Preprints 213807, ZBW - Leibniz Information Centre for Economics.

    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:gam:jsusta:v:13:y:2021:i:2:p:1006-:d:483304. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.