Abstract
We investigate whether financial deepening improves income distribution and whether there exists a financial Kuznetz curve in Latin America. A fixed effect estimation is based on a newly compiled panel for 16 major Latin American countries, including recent data from 1990 onward but excluding the pandemic. The dynamic panel estimates, based on Driscoll-Kraay robust standard errors and dynamic GMM instrumental variable methodology, reveal that financial deepening worsens income distribution by increasing the Gini coefficient. At the same token, there exists a financial Kuznetz curve for the region implying initial worsening and then improvements in the income gap as the financial sector develops. Additionally, educational attainment, economic growth and level of output contribute to a reduction in inequality. In contrast, we find that FDI, exports and poverty rate exacerbate the income gap.
Similar content being viewed by others
Notes
For comparison, recent Ginis stand at 32.7 for France, 33.2 UK, 31 for Germany, 39.7 for Indonesia, 37.2 Russia, 35.5 for Portugal, and 41 in the US (GINI, 2019).
“If the income share of the top 20 percent increases by 1 percentage point, GDP growth is actually 0.08 percentage point lower in the following five years, suggesting that the benefit do not trickle down. Instead, a similar increase in the income share of the bottom 20 percent (the poor) is associated with 0.38 percentage point higher growth” (Dabla-Norris et al., 2015).
The World Bank measures it as income per person below $1.90 per day (WB, 2019).
References
Abdullah, A., Doucouliagos, H., & Manning, E. A. (2015). Does education reduce income inequality? A meta-regression analysis. Journal of Economic Surveys, 29, 301–316.
Acemoglu, D. (1998). Why do new technologies complement skills? Directed technical change and wage inequality. Quarterly Journal of Economics, 113, 1055–1089.
Acemoglu, D., Johnson, S., & Robinson, J. (2001). The collonial origins of comparative development: An empirical investigation. American Economic Review, 91(5), 1369–1401.
Acemoglu, D., Johnson, S., & Robinson, J. (2002). Reversal of fortune: Geography and institutions in the making of the modern world income distribution. Quarterly Journal of Economics, 117, 1231–1294.
Acosta-Ormaecha, S., Komatsuzaki, T., & Correa-Caro, D. (2017). Fiscal reforms, long-term growth and income inequality. J IMF Working Paper, 17(145), 1.
Anderson, T. W., & Hsiao, C. (1981). Estiamtion of dynamic models with error components. Journal of American Statistical Association, 76(375), 598–606. https://doi.org/10.1080/01621459.1981.10477691
Ang, J. B. (2010). Financial liberalization and income inequality. Southern Economics Journal, 73, 738–761.
Arauz, A. F. (2016). Income Inequality in Costa Rica According to the National Household Income and Expenditue Surveys of 2004 and 2013. Retrieved 08 19, 2019, from https://repositorio.cepal.org/bitstream/handle/11362/40783/1/RVI119_Fernandez.pdf
Arellano, M., & Bond, S. (1991). Some test of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968
Argentina, B. C. (2019). Main Variables. Retrieved August 2, 2019, from https://www.bcra.gob.ar/PublicacionesEstadisticas/Principales_variables_i.asp
Baiardi, D., & Morana, C. (2016). The financial Kuznetz curve: Evidence from the Euro Area. Journal of Empirical Finance, 39, 265–269.
Barone, G., & Mocetti, S. (2015). Inequality and trust: New evidence from panel data. Economic Inquiry, 54, 794.
Barro, R. (2000). Inequality and growth in a panel of countries. Journal of Economic Growth, 5, 5–32.
Basu, P., & Guariglia, A. (2007). Foreign direct investment, inequality and growth. Journal of Macroeconomics, 29, 824–839.
Baten, J., & Fraunholz, U. (2004). Did partial globalization increase inequality? The case of the Latin American periphery, 1950–2000. Cesinfo Economic Studies, 50, 45–84.
Beck, T., Demirguc-Kunt, A., & Levine, R. (2007). Finance, poverty and income inequality: cross-country evidence. NBER Working Paper Seris 10979.
Boglianccini, J. A. (2013). Trade liberalization, deindustrialization, and inequality: Evidence from middle-income Latin American countries. Latin America Research Review, 48, 79–105.
Bozoklu, S., Demir, A. O., & Ataer, S. (2020). Reassessing the environmental Kuznets curve: A summability approach for emerging market economies. Eurasiasian Economic Review, 10(3), 513–531.
Card, D., & DiNardo, J.E. (2002). Skill biased technological change and rising wage inequality: Some problems and puzzles. NBER Working Paper 8769.
Cavallo, A., & Rigobon, R. (2016). The Billion prices project: Using online data for measurement and research. Journal of Economic Perspectives. https://doi.org/10.7910/DVN/6RQCRS
Celik, S., & Basdas, U. (2010). How does globalization affect income inequality? A panel data analysis. International Advances in Economic Research, 16, 358–370.
Chen, J., & Tsai, W. (2012). A comparison of international income inequality: An ordered probit model analysis. Applied Economics, 44, 1701–1716.
Chen, S., & Ravallio, M. (2009). The Impact of the Global Financial Crisis on the World's Poorest. Retrieved 07 15, 2018, from http://www.voxeu.org/index.php?q=node/3520
Chintrakarn, P., Herzer, D., & Nunnenkamp, P. (2012). FDI and income inequality: Evidence from a panel of U.S. states. Economic Inquiry, 50, 788–801.
Choi, C. (2006). Does foreign direct investment affect domestic income inequality? Applied Economics Letters, 13, 811–814.
Cingano, F. (2014). Trends in income inequality and its impact on economic growth. In: OECD Social, Employment and Migration Working Papers, 163. OECD Publishing, Paris. https://doi.org/10.1787/5jxrjncwxv6j-en.
Coady, D., & Dizioli, A. (2018). Income inequality and education revisited: persistence, endogeneity and heterogeneity. Applied Economics, 50, 2747–2761.
Cornia, G. A. (2012). Inequality trends and their determinants: Latin America over 1990–2010. WIDER Working Paper 2012(09).
Dabla-Norris, E., Kochhar, K., Sphaphiphat, N., Ricka, F., & Tsounta, E. (2015). Causes and consequences of income inequality: A global perspective. IMF Staff Discussion Note 15(13).
De Gregorio, J., & Lee, J.-W. (2002). Education and income inequality: New evidence from cross-country data. The Review of Income and Wealth, 48, 395–416.
Demirguc-Kunt, A., & Levine, R. (2009). Finance and inequality: Theory and evidence. World Bank Policy Research Working Paper 4967.
Dollar, D., & Kraay, A. (2004). Trade, growth, and poverty. The Economic Journal, 114, 22–49.
Driscoll, J., & Kraay, A. (1998). Consistent covariance matrix estimation with spatially dependent panel data. Review of Economics and Statistics, 80, 549–560.
Feenstra, R., & Hanson, G. (1997). Foreign direct investment and relative wages: Evidence from Mexico’s Maquiladoras. Journal of International Economics, 42, 371–393.
Ferreira, H., & Ravallion, M. (2009). Poverty and inequality: The Global context. In W. Salverda, B. Nolan, & T. Smeeding (Eds.), The Oxford Handbook of Economic Inequality. Oxford Universithy Press.
Figini, P., & Goerg, H. (2011). Does foreign direct investment affect wage inequality? An empirical investigation. The World Economy, 34, 1455–1475.
FRED, S. L. (2018). Inflation, consumer prices for Argentina. Retrieved August 5, 2019, from Economic Research Federal Reserve Bank of St. Louis: https://fred.stlouisfed.org/series/FPCPITOTLZGARG
Freeman, R. (2010). Does inequality increase economic output? In Controversies about inequality. Stanford, CA: Stanford University Press
Gasparini, L., & Cruces, G. (2013). Poverty and inequality in Latin America: A story of two decades. Journal of International Affairs, 66, 51–63.
Gasparini, L., Cruces, G., & Tornarolli, L. (2011). Recent trends in income inequality in Latin America. Economia, 11, 147–201.
Gasparini, L., & Lustig, N. (2011). The Rise and Fall of Income Inequality in Latin America. Society for the Study of Economic Inequality Working Paper no. 2011–213.
GINI. (2019). GINI index (World Bank estimate). Retrieved 08 09, 2019, from iresearch.worldbank.org/PovcalNet/index.htm
Gini, C. (1912). Variability e mutabilita: Contributo allo studio delle distribuzione e delle relazioni statistiche. Studi Economico-Giuridici Della Regia Facolta Giurisprudenza, 3, 3–159.
Gini Index Map. (2019). Retrieved 08 09, 2019, from https://data.worldbank.org/indicator/SI.POV.GINI?view=map&year=2017
Goda, T., Onaran, Ö., & Stockhammer, E. (2017). Income and wealth concentration in the recent financial crisis. Development and Change, 48, 3–27.
Goñi, E., López, J. H., & Servén, L. (2008). Fiscal redistribution and income inequality in Latin America. Policy Research Working Paper 4487.
HDI. (2019). Human Development Index. Retrieved August 2, 2019, from United Nations Development Programme: http://hdr.undp.org/en/data
Hellenbrandt, T. (2014). Income inequality developments in the Great Recession. Peterson Institute for International Economics Policy Brief 14–3.
Hidalgo, J. C. (2014). Growth without Poverty Reduction: The Case of Costa Rica. Retrieved 08 19, 2019, from Economic Development Bulletin no. 18: https://www.cato.org/publications/economic-development-bulletin/growth-without-poverty-reduction-case-costa-rica
IFS. (2019). IFS-International Monetary Fund. Retrieved 08 02, 2019, from http://data.imf.org/?sk=4C514D48-B6BA-49ED-8AB9-52B0C1A0179B
Jauch, S., & Watzka, S. (2016). Financial development and income inequality: A panel data approach. Empirical Economics, 51, 291–314. https://doi.org/10.1007/S00181-015-1008-X
Jaumotte, F., Lall, S., & Papageorgiou, C. (2013). Rising income inequality: Technology, or trade and financial globalization? IMF Economic Review, 61(2), 271–309.
Joumard, I., Pisu, M., & Bloch, D. (2012). Tackling income inequality: The role of taxes and transfers. OECD Journal: Economic Studies, 2, 37–70.
Knight, J. B., & Sabot, R. H. (1983). Educational expansion and the Kuznets Effect. Knight and Sabot: Educational Expansion, 73(5), 1132–1136.
Kuznetz, S. (1955). Economic growth and income inequality. The American Economic Review, 45, 1–28.
Le Hoi, Q., & Pomfret, R. (2011). Technology spillovers from foreign direct investment in Vietnam: Horizontal or vertical spillovers? Journal of the Asia Pacific Economy, 16, 183–201.
Lopez, J., & Perry, G. (2008). Inequality in Latin America: Determinants and consequences. Policy Research Working Paper 4504.
Lustig, N. (2013). Latin America’s inequality success story. Current History, 112, 64–69.
Mah, J. S. (2003). A note on globalization and income distribution- the case of Korea, 1975–1995. Journal of Asian Economics, 14, 157–164.
Mah, J. S. (2012). Foreign direct investment, labour, unionization and income inequality of Korea. Applied Economics Letters, 19, 1521–1524.
Mahler, V. A. (2004). Economic globalization, domestic politics, and income inequality in the developed countries: A cross-national study. Comparative Political Studies, 37(9), 1025–1053.
McLeod, D., & Lustig, N. (2011). Inequality and poverty under latin America’s New Left Regimes. ECINEQ WP 2011-208.
Meyer Bittencourt, F. (2006). Financial Development and Inequality:Brazil. SSRN Electronic Journal 12(2006).
Mikek, P., & Simmons, M. (2019). Crisis, education, and income inequality in latin america and asia: A panel approach. Manuscript.
Mikek, P., & Carter, A. (2017). Income inequality in Latin America and Eastern EU through the Great Recession: An ordered probit analysis. Advances in Economics and Business, 5(10), 539–549.
Nasreddine, K., & Mensi, S. (2020). Financial development, income inequality, and poverty reduction: Democratic Versus Autocratic Countries. Journal of Knowledge Economy, 11, 1358–1381.
Nijhawan, I., & Dubas, K. (2006). A reassessment of the relationship between income inequality and poverty. Journal of Economics and Economic Education Research, 7, 103–115.
Nikoloski, Z. (2010). Financial sector development and income inequality: Is there a financial Kuznetz curve? Journal of International Development, 25.
O’Neill, D. (1995). Education and income growth: Implications for cross-country inequality. Journal of Political Economy, 103(6), 1289–1301.
Ostry, J., Berg, A., & Tsangarides, C. (2014). Redistribution, inequality, and growth. IMF Staff Discussion Note, 14(02), 1.
Pirttila, H., & Tuomala, M. (2004). Poverty alleviation and tax policy. European Economic Review, 48, 1075–1090.
Qazi, W., Raza, S. A., Jawaid, S. T., & Abd Karim, M. Z. (2016). Does expanding higher education reduce income inequality in emerging economy? Evidence from Pakistan. Studies in Higher Education.
Ravallion, M. (1997). Can high-inequality developing countries escape absolute poverty? Economic Letters, 56, 51–57.
Ravallion, M. (2001). Growth, inequality, and poverty: Look beyond averages. World Development, 29, 1803–1815.
Sahay, R., Cihar, M., N’Diaye, P., Brajas, A., Bi, R., Ayala, D., Bi, R., Gao, Y., Kyobe, A., Nguyen, L., Saborowski, C., Svirydzenka, K., & Yousefi, S. R. (2015). Rethinking financial deepening: Stability and growth in emergining markets. IMF Staff Discussion Note, 15, 1.
Shahbaz, M., & Islam, F. (2011). Financial development and income inequality in Pakistan: An application of ARDL approach. Journal of Economic Development, 36, 35–53.
Shahbaz, M., Loganathan, N., Tiwari, A. K., & Sherafatian-Jahromi, R. (2014). Financial development and income inequality: Is there any financial Kuznets curve in Iran? Social Indicators Research., 124, 357–382.
STATA. (n.d.). STATA—help. USA. Retrieved March 06, 2023.
Sylwester, K. (2004). A note of geography, institutions, and income inequality. Economic Letters, 85, 235–240.
Tsounta, E., & Ouseke, A. (2014). What is Behind Latin America's Declining Income Inequality? IMF Working Paper no 14/124.
te Velde, D. W. (2003). Foreign direct investment and income inequality in Latin America: Experiences and policy implications. Documento de Trabajo, No. 04/03.
WB. (2019). Poverty—World Bank. Retrieved 08 20, 2019, from https://www.worldbank.org/en/topic/poverty/overview
World Development Indicators. (2019). Retrieved August 5, 2019, from The World Bank: https://databank.worldbank.org/source/world-development-indicators
Zhang, R., & Naceur, S. B. (2019). Financial development, inequality and poverty: Some international evidence. International Review of Economics & Finance, 61, 1–16.
Ziesemer, T. (2016). Gini coefficients of education for 146 countries. Bulletin of Applied Economics, 3, 1–8. Retrieved from https://cris.maastrichtuniversity.nl/portal/files/11256785/5886253.pdf
Funding
No funding was received for the research for this article.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Mikek, P. Financial deepening and income inequality: is there a financial Kuznetz curve in Latin America?. Eurasian Econ Rev 13, 103–125 (2023). https://doi.org/10.1007/s40822-023-00227-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40822-023-00227-x