IDEAS home Printed from https://ideas.repec.org/a/ove/journl/aid18347.html
   My bibliography  Save this article

Financial development, economic growth, and income inequality: a Toda-Yamamoto panel causality test

Author

Listed:
  • Theodora Sotiropoulou
  • Stefanos Giakoumatos
  • Antonios Georgopoulos

Abstract

This paper examines the causality between financial development, economic growth, and income inequality using panel data for 23 European Union countries over the period 1987-2017. The empirical study employs a trivariate setting of Granger non-causality test of heterogeneous panels adopting the Toda and Yamamoto approach using several proxies of financial development capturing different dimensions of the banking system and stock markets. The findings suggest mixed evidence for the causality direction between financial development and economic growth and financial development and income inequality. In addition, the results support bidirectional causality between economic growth and inequality and one-way causality from inequality to growth. The policymakers can focus primarily on economic growth to raise the demand for financial services and encourage income distribution.

Suggested Citation

  • 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.
  • Handle: RePEc:ove:journl:aid:18347
    as

    Download full text from publisher

    File URL: https://reunido.uniovi.es/index.php/EBL/article/view/18347
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Gimet, Céline & Lagoarde-Segot, Thomas, 2011. "A closer look at financial development and income distribution," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1698-1713, July.
    3. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    4. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    5. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    6. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    7. W. Adrián Risso & Edgar J. Sánchez Carrera, 2012. "Inequality and economic growth in China," Journal of Chinese Economic and Foreign Trade Studies, Emerald Group Publishing Limited, vol. 5(2), pages 80-90, June.
    8. Cihak, Martin & Demirguc-Kunt, Asli & Feyen, Erik & Levine, Ross, 2012. "Benchmarking financial systems around the world," Policy Research Working Paper Series 6175, The World Bank.
    9. Kar, Muhsin & NazlIoglu, Saban & AgIr, Hüseyin, 2011. "Financial development and economic growth nexus in the MENA countries: Bootstrap panel granger causality analysis," Economic Modelling, Elsevier, vol. 28(1-2), pages 685-693, January.
    10. Swamy, Vighneswara & Dharani, Munusamy, 2019. "The dynamics of finance-growth nexus in advanced economies," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 122-146.
    11. Christopoulos, Dimitris K. & Tsionas, Efthymios G., 2004. "Financial development and economic growth: evidence from panel unit root and cointegration tests," Journal of Development Economics, Elsevier, vol. 73(1), pages 55-74, February.
    12. Reda Cherif & Fuad Hasanov & Philippe Aghion, 2023. "Fair and inclusive markets: Why dynamism matters," Global Policy, London School of Economics and Political Science, vol. 14(5), pages 686-701, November.
    13. W. Adrián Risso & Edgar J. Sánchez Carrera, 2012. "Inequality and economic growth in China," Journal of Chinese Economic and Foreign Trade Studies, Emerald Group Publishing Limited, vol. 5(2), pages 80-90, June.
    14. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    15. Laurent Cavenaile & Christian Gengenbach & Franz Palm, 2014. "Stock Markets, Banks and Long Run Economic Growth: A Panel Cointegration-Based Analysis," De Economist, Springer, vol. 162(1), pages 19-40, March.
    16. Asli Demirgüç-Kunt & Ross Levine, 2009. "Finance and Inequality: Theory and Evidence," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 287-318, November.
    17. Sbaouelgi Jihène & Boulila Ghazi, 2013. "The Causality between Income Inequality and Economic Growth: Empirical Evidence from the Middle East and North Africa Region," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(5), pages 668-682.
    18. 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.
    19. 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.
    20. Kais Mtar & Walid Belazreg, 2021. "Causal Nexus Between Innovation, Financial Development, and Economic Growth: the Case of OECD Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(1), pages 310-341, March.
    21. Duc Hong Vo & Thang Cong Nguyen & Ngoc Phu Tran & Anh The Vo, 2019. "What Factors Affect Income Inequality and Economic Growth in Middle-Income Countries?," JRFM, MDPI, vol. 12(1), pages 1-12, March.
    22. Andriansyah, Andriansyah & Messinis, George, 2019. "Stock Prices, Exchange Rates and Portfolio Equity Flows: A Toda-Yamamoto Panel Causality Test," MPRA Paper 97992, University Library of Munich, Germany.
    23. Muhammad Azam & Syed Ali Raza, 2018. "Financial sector development and income inequality in ASEAN-5 countries: does financial Kuznets curve exists?," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 20(1), pages 88-114.
    24. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    25. Hyoungsoo Zang & Young Chul Kim, 2007. "Does financial development precede growth? Robinson and Lucas might be right," Applied Economics Letters, Taylor & Francis Journals, vol. 14(1), pages 15-19.
    26. Nicholas Apergis & Ioannis Filippidis & Claire Economidou, 2007. "Financial Deepening and Economic Growth Linkages: A Panel Data Analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 143(1), pages 179-198, April.
    27. Sbaouelgi Jihène & Boulila Ghazi, 2013. "The Causality between Income Inequality and Economic Growth: Empirical Evidence from the Middle East and North Africa Region," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(5), pages 668-682, May.
    28. Risso, W. Adrián & Punzo, Lionello F. & Carrera, Edgar J. Sánchez, 2013. "Economic growth and income distribution in Mexico: A cointegration exercise," Economic Modelling, Elsevier, vol. 35(C), pages 708-714.
    29. Adeleke Gabriel, Aremo & Sule, Teliat Abiodun, 2020. "Causal Nexus among Fiscal Policy, Economic Growth and Income Inequality in SubSaharan African Countries (1995-2016)," African Journal of Economic Review, African Journal of Economic Review, vol. 8(1), January.
    30. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. Filiz ERATAŞ-SÖNMEZ & Yağmur SAĞLAM, 2019. "The Relationship between Financial Development and Economic Growth for Developing Countries: Panel Causality Analysis," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(42).
    2. Hsieh, Joyce & Chen, Ting-Cih & Lin, Shu-Chin, 2019. "Financial structure, bank competition and income inequality," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 450-466.
    3. Olufemi Adewale Aluko & Olufemi Patrick Adeyeye & Patrick Olajide Oladele, 2020. "Finance–growth nexus in sub-Saharan Africa revisited: evidence based on a new composite index," Economic Change and Restructuring, Springer, vol. 53(2), pages 333-355, May.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Georgios Chortareas & Georgios Magkonis & Demetrios Moschos & Theodore Panagiotidis, 2015. "Financial Development and Economic Activity in Advanced and Developing Open Economies: Evidence from Panel Cointegration," Review of Development Economics, Wiley Blackwell, vol. 19(1), pages 163-177, February.
    9. Kais Mtar & Walid Belazreg, 2023. "On the nexus of innovation, trade openness, financial development and economic growth in European countries: New perspective from a GMM panel VAR approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 766-791, January.
    10. Zhou, Rong & Su, Kaihua & Zheng, Li, 2022. "Natural resources led growth and the role of financial development: Evidence from Next-11 economies," Resources Policy, Elsevier, vol. 79(C).
    11. Fang, Zheng & Chen, Yang, 2017. "Human capital, energy, and economic development – Evidence from Chinese provincial data," RIEI Working Papers 2017-03, Xi'an Jiaotong-Liverpool University, Research Institute for Economic Integration.
    12. Nyasha, Sheilla & Gwenhure, Yvonne & Odhiambo, Nicholas M., 2017. "The Dynamic Causal Linkage Between Financial Development And Economic Growth: Empirical Evidence From Ethiopia," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 70(1), pages 73-102.
    13. İsmail Durak & Ergün Eroğlu, 2019. "The Nexus of Economic Growth, Trade Openness and Banking Sector Depth In OIC: An Application of Panel Data Analysis," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 7(2), pages 205-238, December.
    14. Menyah, Kojo & Nazlioglu, Saban & Wolde-Rufael, Yemane, 2014. "Financial development, trade openness and economic growth in African countries: New insights from a panel causality approach," Economic Modelling, Elsevier, vol. 37(C), pages 386-394.
    15. Salifou Ouedraogo & Hamidou Sawadogo, 2022. "Financial development, financial structure and economic growth in the Sub‐Saharan African countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3139-3162, July.
    16. Okuyan Hasan Aydın, 2022. "The Nexus of Financial Development and Economic Growth Across Developing Economies," South East European Journal of Economics and Business, Sciendo, vol. 17(1), pages 125-140, June.
    17. Kais Mtar & Walid Belazreg, 2021. "Causal Nexus Between Innovation, Financial Development, and Economic Growth: the Case of OECD Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(1), pages 310-341, March.
    18. Fang, Zheng & Chen, Yang, 2017. "Human capital and energy in economic growth – Evidence from Chinese provincial data," Energy Economics, Elsevier, vol. 68(C), pages 340-358.
    19. Su-Yin Cheng & Han Hou, 2022. "Financial development, life insurance and growth: Evidence from 17 European countries," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(4), pages 835-860, October.
    20. 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.

    More about this item

    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:ove:journl:aid:18347. 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: Francisco J. Delgado (email available below). General contact details of provider: https://edirc.repec.org/data/deovies.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.