IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/85182.html
   My bibliography  Save this paper

Economic Growth, Financial Development and Income Inequality in BRICS Countries: Evidence from Panel Granger Causality Tests

Author

Listed:
  • YOUNSI, Moheddine
  • BECHTINI, Marwa

Abstract

The purpose of this paper is to examine the causal relationship between economic growth, financial development and income inequality for the BRICS countries, namely; Brazil, Russia, India, China, and South Africa, using annual panel data covering the period 1995-2015. We construct a composite financial sector development index for these countries by applying the principal component method on the main four proxies of financial development, that is, domestic credit to private sector to GDP ratio, domestic credit given by banks sector to GDP ratio, M2/GDP, and stock market capitalization to GDP ratio. Results of Pedroni panel cointegration and Kao residual panel cointegration tests confirm the valid long-run cointegration relationship between the considered variables. Fixed effects estimation results show that GDP per capita growth has a positive and significant effect on income inequality, while the coefficient of its squared term has negative and significant effect on income inequality. Similarly, financial development index appears to have a positive and statistically significant effect on income inequality, while its squared term has negative and statistically significant effect on income inequality. Our empirical findings support the financial Kuznets hypothesis of an inverted U-shaped relationship between economic growth, financial sector development and inequality in the BRICS countries over the study period. Our results are robust by employing POLS and GMM estimators. Results of Granger causality test shown that there is a unidirectional causality running from financial development index to income inequality, but a bidirectional causality between inflation and income inequality is found. However, there is no causal relationship between income inequality and economic growth. These findings are expected to help policymakers to reduce inequality in these countries through the improvement of taxation policies financial system.

Suggested Citation

  • YOUNSI, Moheddine & BECHTINI, Marwa, 2018. "Economic Growth, Financial Development and Income Inequality in BRICS Countries: Evidence from Panel Granger Causality Tests," MPRA Paper 85182, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:85182
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/85182/1/MPRA_paper_85181.pdf
    File Function: original version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/85251/1/MPRA_paper_85181.pdf
    File Function: revised version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/85249/1/MPRA_paper_85181.pdf
    File Function: revised version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/85384/1/MPRA_paper_85384.pdf
    File Function: revised version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Luca Agnello & Ricardo M. Sousa, 2012. "How do banking crises impact on income inequality?," Applied Economics Letters, Taylor & Francis Journals, vol. 19(15), pages 1425-1429, October.
    2. Muhammad Shahbaz & Nanthakumar Loganathan & Aviral Tiwari & Reza Sherafatian-Jahromi, 2015. "Financial Development and Income Inequality: Is There Any Financial Kuznets Curve in Iran?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(2), pages 357-382, November.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Dilip Mookherjee & Debraj Ray, 2003. "Persistent Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 369-393.
    5. Zlatko Nikoloski, 2013. "Financial Sector Development And Inequality: Is There A Financial Kuznets Curve?," Journal of International Development, John Wiley & Sons, Ltd., vol. 25(7), pages 897-911, October.
    6. Siong Law & Hui Tan & W. Azman-Saini, 2014. "Financial Development and Income Inequality at Different Levels of Institutional Quality," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 21-33.
    7. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    8. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    9. Zhicheng Liang, 2006. "Financial Development And Income Distribution: A System Gmm Panel Analysis With Application To Urban China," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 31(2), pages 1-21, December.
    10. Manoel Bittencourt, 2010. "Financial development and inequality: Brazil 1985–1994," Economic Change and Restructuring, Springer, vol. 43(2), pages 113-130, May.
    11. Hui-Boon Tan & Siong-Hook Law, 2012. "Nonlinear dynamics of the finance-inequality nexus in developing countries," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(4), pages 551-563, December.
    12. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    13. Zhicheng Liang, 2006. "Financial Development and Income Inequality in Rural China 1991-2000," WIDER Working Paper Series RP2006-96, World Institute for Development Economic Research (UNU-WIDER).
    14. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    15. Li, Hongyi & Squire, Lyn & Zou, Heng-fu, 1998. "Explaining International and Intertemporal Variations in Income Inequality," Economic Journal, Royal Economic Society, vol. 108(446), pages 26-43, January.
    16. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    17. Abdul Jalil & Mete Feridun, 2011. "Long-run relationship between income inequality and financial development in China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 16(2), pages 202-214.
    18. Qazi Muhammad Adnan Hye, 2011. "Financial development index and economic growth: empirical evidence from India," Journal of Risk Finance, Emerald Group Publishing, vol. 12(2), pages 98-111, March.
    19. Mohsen Bahmani-Oskooee & Ruixin Zhang, 2015. "On the impact of financial development on income distribution: time-series evidence," Applied Economics, Taylor & Francis Journals, vol. 47(12), pages 1248-1271, March.
    20. repec:idb:brikps:publication-detail,7101.html?id=23705 is not listed on IDEAS
    21. Enowbi Batuo, Michael & Guidi, Francesco & Mlambo, Kupukile, 2010. "Financial Development and Income Inequality: Evidence from African Countries," MPRA Paper 25658, University Library of Munich, Germany.
    22. Kappel, Vivien, 2010. "The effects of financial development on income inequality and poverty," Proceedings of the German Development Economics Conference, Hannover 2010 25, Verein für Socialpolitik, Research Committee Development Economics.
    23. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    24. Georg R. G. Clarke & Lixin Colin Xu & Heng-fu Zou, 2006. "Finance and Income Inequality: What Do the Data Tell Us?," Southern Economic Journal, John Wiley & Sons, vol. 72(3), pages 578-596, January.
    25. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    26. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    27. Hiroshi Daisaka & Taiji Furusawa & Noriyuki Yanagawa, 2014. "Globalization, Financial Development and Income Inequality," Pacific Economic Review, Wiley Blackwell, vol. 19(5), pages 612-633, December.
    28. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    29. Muhammad Arshad Khan, 2008. "Financial Development and Economic Growth in Pakistan," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 9(2), pages 375-391, September.
    30. James B. Ang, 2010. "Finance and Inequality: The Case of India," Southern Economic Journal, John Wiley & Sons, vol. 76(3), pages 738-761, January.
    31. Siong Hook Law & Hui Boon Tan, 2009. "The Role Of Financial Development On Income Inequality In Malaysia," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 34(2), pages 153-168, December.
    32. Ahmed, Abdullahi Dahir., 2007. "Potential impact of financial reforms on savings in Botswana: an empirical analysis using a VECM approach," Journal of Developing Areas, Tennessee State University, College of Business, vol. 41(1), pages 203-219, September.
    33. Qazi Muhammad Adnan Hye & Faridul Islam, 2013. "Does financial development hamper economic growth: empirical evidence from Bangladesh," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(3), pages 558-582, June.
    34. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    35. repec:cuf:journl:y:2013:v:14:i:2:clarke:xu:zou is not listed on IDEAS
    36. Kim, Dong-Hyeon & Lin, Shu-Chin, 2011. "Nonlinearity in the financial developmentâincome inequality nexus," Journal of Comparative Economics, Elsevier, vol. 39(3), pages 310-325, September.
    37. Vivien Kappel, 2010. "The Effects of Financial Development on Income Inequality and Poverty," CER-ETH Economics working paper series 10/127, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    38. Muhammad Shahbaz & Mita Bhattacharya & Mantu Kumar Mahalik, 2017. "Finance and income inequality in Kazakhstan: evidence since transition with policy suggestions," Applied Economics, Taylor & Francis Journals, vol. 49(52), pages 5337-5351, November.
    39. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    40. Madhu Sehrawat & A K Giri, 2015. "Financial development and income inequality in India: an application of ARDL approach," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 42(1), pages 64-81, January.
    41. Nicholas Odhiambo, 2010. "Finance-investment-growth nexus in South Africa: an ARDL-bounds testing procedure," Economic Change and Restructuring, Springer, vol. 43(3), pages 205-219, August.
    42. Muhammad Shahbaz & Faridul Islam, 2011. "Financial Development And Income Inequality In Pakistan: An Application Of Ardl Approach," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 36(1), pages 35-58, March.
    43. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    44. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    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. Cong Minh Huynh & Nam Hoai Tran, 2023. "Financial development, income inequality, and institutional quality: A multi-dimensional analysis," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(2), pages 2242128-224, June.
    2. Günay ÖZCAN, 2020. "Financial development and income inequality: An empirical analysis on the emerging market economies," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(3(624), A), pages 85-96, Autumn.
    3. Koçak Emrah & Uzay Nısfet, 2019. "The effect of financial development on income inequality in Turkey: An estimate of the Greenwood-Jovanovic hypothesis," Review of Economic Perspectives, Sciendo, vol. 19(4), pages 319-344, December.
    4. Thang Cong Nguyen & Tan Ngoc Vu & Duc Hong Vo & Dao Thi-Thieu Ha, 2019. "Financial Development and Income Inequality in Emerging Markets: A New Approach," JRFM, MDPI, vol. 12(4), pages 1-14, November.
    5. Kamel Bel Hadj Miled & Moheddine Younsi & Monia Landolsi, 2022. "Does microfinance program innovation reduce income inequality? Cross-country and panel data analysis," Journal of Innovation and Entrepreneurship, Springer, vol. 11(1), pages 1-15, December.
    6. Mduduzi Biyase & Talent Zwane & Precious Mncayi & Mokgadi Maleka, 2023. "Do Technological Innovation and Financial Development Affect Inequality? Evidence from BRICS Countries," IJFS, MDPI, vol. 11(1), pages 1-18, March.
    7. Murat Cetin & Harun Demir & Selin Saygin, 2021. "Financial Development, Technological Innovation and Income Inequality: Time Series Evidence from Turkey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(1), pages 47-69, July.
    8. Marta de la Cuesta-González & Cristina Ruza & José M. Rodríguez-Fernández, 2020. "Rethinking the Income Inequality and Financial Development Nexus. A Study of Nine OECD Countries," Sustainability, MDPI, vol. 12(13), pages 1-18, July.
    9. Olawumi Dele Awolusi, 2022. "Education and Economic Growth in the Economic Community of West African States (ECOWAS)," Journal of Education and Vocational Research, AMH International, vol. 13(1), pages 6-20.
    10. He, Jiao & Deng, Zhenghua, 2023. "Revisiting natural resources rents and sustainable financial development: Evaluating the role of mineral and forest for global data," Resources Policy, Elsevier, vol. 80(C).
    11. Nasreddine Kaidi & Sami Mensi, 2020. "Financial Development, Income Inequality, and Poverty Reduction: Democratic Versus Autocratic Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(4), pages 1358-1381, December.
    12. Emmanuel Asafo-Adjei & Ebenezer Boateng & Zangina Isshaq & Anthony Adu-Asare Idun & Peterson Owusu Junior & Anokye M Adam, 2021. "Financial sector and economic growth amid external uncertainty shocks: Insights into emerging economies," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-26, November.
    13. Sanjay Kumar Rout, 2020. "Spillover of Financial Innovations during Covid-19: A Cross-Country Analysis," Asian Development Policy Review, Asian Economic and Social Society, vol. 8(4), pages 298-318, December.
    14. Theodora Sotiropoulou & Stefanos Giakoumatos & Antonios Georgopoulos, 2023. "Financial development, economic growth, and income inequality: a Toda-Yamamoto panel causality test," Economics and Business Letters, Oviedo University Press, vol. 12(2), pages 172-185.

    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. Moheddine Younsi & Marwa Bechtini, 2020. "Economic Growth, Financial Development, and Income Inequality in BRICS Countries: Does Kuznets’ Inverted U-Shaped Curve Exist?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 721-742, June.
    2. Passant M. B. Selim & Hasan Güngör, 2021. "Inequality and financial development: Evidence from selected MENA region countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2732-2747, April.
    3. Muhammad Shahbaz & Nanthakumar Loganathan & Aviral Tiwari & Reza Sherafatian-Jahromi, 2015. "Financial Development and Income Inequality: Is There Any Financial Kuznets Curve in Iran?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(2), pages 357-382, November.
    4. Günay ÖZCAN, 2020. "Financial development and income inequality: An empirical analysis on the emerging market economies," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(3(624), A), pages 85-96, Autumn.
    5. Abdul Rahim Ridzuan & Shahsuzan Zakaria & Bayu Arie Fianto & Nora Yusma Mohamed Yusoff & Nor Fatimah Che Sulaiman & Mohamad Idham Md Razak & Siswantini Siswantini & Arsiyanti Lestari, 2021. "Nexus between Financial Development and Income Inequality before Pandemic Covid-19: Does Financial Kuznets Curve Exist in Malaysia, Indonesia, Thailand and Philippines?," International Journal of Energy Economics and Policy, Econjournals, vol. 11(2), pages 260-271.
    6. Meniago, Christelle & Asongu, Simplice A., 2018. "Revisiting the finance-inequality nexus in a panel of African countries," Research in International Business and Finance, Elsevier, vol. 46(C), pages 399-419.
    7. Carolyn Chisadza & Mduduzi Biyase, 2023. "Financial Development and Income Inequality: Evidence From Advanced, Emerging and Developing Economies," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 1-27, March.
    8. Seven, Unal & Coskun, Yener, 2016. "Does financial development reduce income inequality and poverty? Evidence from emerging countries," Emerging Markets Review, Elsevier, vol. 26(C), pages 34-63.
    9. Thang Cong Nguyen & Tan Ngoc Vu & Duc Hong Vo & Dao Thi-Thieu Ha, 2019. "Financial Development and Income Inequality in Emerging Markets: A New Approach," JRFM, MDPI, vol. 12(4), pages 1-14, November.
    10. Roya Taherifar & Mark J. Holmes & Gazi M. Hassan, 2023. "Does economic openness matter in the impact of financial development on income inequality?," Working Papers in Economics 23/04, University of Waikato.
    11. Koçak Emrah & Uzay Nısfet, 2019. "The effect of financial development on income inequality in Turkey: An estimate of the Greenwood-Jovanovic hypothesis," Review of Economic Perspectives, Sciendo, vol. 19(4), pages 319-344, December.
    12. D’Onofrio, Alexandra & Minetti, Raoul & Murro, Pierluigi, 2019. "Banking development, socioeconomic structure and income inequality," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 428-451.
    13. Baiardi, Donatella & Morana, Claudio, 2018. "Financial development and income distribution inequality in the euro area," Economic Modelling, Elsevier, vol. 70(C), pages 40-55.
    14. Blau, Benjamin M., 2018. "Income inequality, poverty, and the liquidity of stock markets," Journal of Development Economics, Elsevier, vol. 130(C), pages 113-126.
    15. de Haan, Jakob & Sturm, Jan-Egbert, 2017. "Finance and income inequality: A review and new evidence," European Journal of Political Economy, Elsevier, vol. 50(C), pages 171-195.
    16. Alessio Ciarlone, 2019. "The relationship between financial development and growth: the case of emerging Europe," Questioni di Economia e Finanza (Occasional Papers) 521, Bank of Italy, Economic Research and International Relations Area.
    17. Thornton, John & Tommaso, Caterina Di, 2020. "The long-run relationship between finance and income inequality: Evidence from panel data," Finance Research Letters, Elsevier, vol. 32(C).
    18. Sturm, Jan-Egbert & De Haan, Jakob, 2016. "Finance and income inequality revisited," VfS Annual Conference 2016 (Augsburg): Demographic Change 145660, Verein für Socialpolitik / German Economic Association.
    19. Murat Cetin & Harun Demir & Selin Saygin, 2021. "Financial Development, Technological Innovation and Income Inequality: Time Series Evidence from Turkey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(1), pages 47-69, July.
    20. Madhu Sehrawat & A. Giri, 2016. "Financial development, poverty and rural-urban income inequality: evidence from South Asian countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(2), pages 577-590, March.

    More about this item

    Keywords

    Economic growth; financial development; income inequality; financial Kuznets hypothesis; BRICS countries.;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

    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:pra:mprapa:85182. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.