IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v77y2023icp539-557.html
   My bibliography  Save this article

Financial inclusion and income inequality nexus: A case of Africa

Author

Listed:
  • Kebede, Jeleta
  • Naranpanawa, Athula
  • Selvanathan, Saroja

Abstract

Reducing income inequality to ensure everyone enjoys the dividend of economic growth is among the United Nation’s priorities for achieving Sustainable Development Goals. Recently, using an inclusive financial system as an instrument to promote inclusive growth has become a global policy priority. However, little is known about the distributional impact of multidimensional financial inclusion. Thus, we analyse the effect of multidimensional financial inclusion on income inequality using panel data for 23 African countries from 2004 to 2018. Employing an endogenous panel threshold model, we demonstrate that only a higher degree of financial inclusion has a favourable distributional effect. Using panel quantile regression, we find that pronounced, favourable distributional impacts of financial inclusion are observed in the higher inequality quantiles. We further demonstrate that the favourable distributional impact of financial inclusion is pronounced in the presence of a higher institutional quality. Our results are robust to several sensitivity analyses, such as instrumental variables, Bayesian model averaging, sub-sampling, and alternative measurement of income inequality. Our results highlight that promoting an inclusive financial system is essential for reducing income inequality, thereby achieving inclusive economic growth. The results also imply that promoting institutional quality is essential for people to enjoy the pronounced distributional impacts of financial inclusion.

Suggested Citation

  • Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2023. "Financial inclusion and income inequality nexus: A case of Africa," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 539-557.
  • Handle: RePEc:eee:ecanpo:v:77:y:2023:i:c:p:539-557
    DOI: 10.1016/j.eap.2022.12.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592622002144
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2022.12.006?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    2. 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.
    3. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    4. 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.
    5. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    6. Wenli Cheng & Yongzheng Wu, 2019. "Bank finance for private firms in China: Does political capital still pay off?," The World Economy, Wiley Blackwell, vol. 42(1), pages 242-267, January.
    7. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    8. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    9. Vacaflores, Diego E., 2018. "Are remittances helping lower poverty and inequality levels in Latin America?," The Quarterly Review of Economics and Finance, Elsevier, vol. 68(C), pages 254-265.
    10. Babajide Fowowe, 2014. "Law and Finance Revisited: Evidence from African Countries," South African Journal of Economics, Economic Society of South Africa, vol. 82(2), pages 193-208, June.
    11. Bergh, Andreas & Nilsson, Therese, 2010. "Do liberalization and globalization increase income inequality?," European Journal of Political Economy, Elsevier, vol. 26(4), pages 488-505, December.
    12. Cyn-Young Park & Rogelio Mercado, 2018. "Financial Inclusion, Poverty, And Income Inequality," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 185-206, March.
    13. Philippe Aghion & Patrick Bolton, 1997. "A Theory of Trickle-Down Growth and Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 151-172.
    14. Manuel Oechslin, 2009. "Creditor protection and the dynamics of the distribution in oligarchic societies," Journal of Economic Growth, Springer, vol. 14(4), pages 313-344, December.
    15. Gerhard Kling & Vanesa Pesqué-Cela & Lihui Tian & Deming Luo, 2022. "A theory of financial inclusion and income inequality," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 137-157, January.
    16. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
    17. Kebede, Jeleta & Selvanathan, Saroja & Naranpanawa, Athula, 2021. "Foreign bank presence, institutional quality, and financial inclusion: Evidence from Africa," Economic Modelling, Elsevier, vol. 102(C).
    18. Enrique Moral-Benito, 2012. "Determinants of Economic Growth: A Bayesian Panel Data Approach," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 566-579, May.
    19. Carmignani, Fabrizio, 2013. "Development outcomes, resource abundance, and the transmission through inequality," Resource and Energy Economics, Elsevier, vol. 35(3), pages 412-428.
    20. Baltagi, Badi H. & Demetriades, Panicos O. & Law, Siong Hook, 2009. "Financial development and openness: Evidence from panel data," Journal of Development Economics, Elsevier, vol. 89(2), pages 285-296, July.
    21. 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.
    22. Abebe Shimeles & Tiguene Nabassaga, 2018. "Why Is Inequality High in Africa?," Journal of African Economies, Centre for the Study of African Economies, vol. 27(1), pages 108-126.
    23. Sydney Chikalipah, 2017. "What determines financial inclusion in Sub-Saharan Africa?," African Journal of Economic and Management Studies, Emerald Group Publishing Limited, vol. 8(1), pages 8-18, March.
    24. Cabral, René & García-Díaz, Rocío & Mollick, André Varella, 2016. "Does globalization affect top income inequality?," Journal of Policy Modeling, Elsevier, vol. 38(5), pages 916-940.
    25. Fosu, Augustin Kwasi, 2017. "Growth, inequality, and poverty reduction in developing countries: Recent global evidence," Research in Economics, Elsevier, vol. 71(2), pages 306-336.
    26. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    27. Neaime, Simon & Gaysset, Isabelle, 2018. "Financial inclusion and stability in MENA: Evidence from poverty and inequality," Finance Research Letters, Elsevier, vol. 24(C), pages 230-237.
    28. Muinelo-Gallo, Leonel & Roca-Sagalés, Oriol, 2013. "Joint determinants of fiscal policy, income inequality and economic growth," Economic Modelling, Elsevier, vol. 30(C), pages 814-824.
    29. André Mialou & Goran Amidzic & Alexander Massara, 2017. "Assessing Countries’ Financial Inclusion Standing– A New Composite Index," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 2(8), pages 105-126, October.
    30. Ahamed, M. Mostak & Mallick, Sushanta K., 2019. "Is financial inclusion good for bank stability? International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 403-427.
    31. Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2021. "Financial inclusion: Measures and applications to Africa," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 365-379.
    32. repec:bla:afrdev:v:29:y:2017:i:s1:p:1-14 is not listed on IDEAS
    33. Huang, Yongfu, 2010. "Political Institutions and Financial Development: An Empirical Study," World Development, Elsevier, vol. 38(12), pages 1667-1677, December.
    34. Knight, J B & Sabot, R H, 1983. "Educational Expansion and the Kuznets Effect," American Economic Review, American Economic Association, vol. 73(5), pages 1132-1136, December.
    35. 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.
    36. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1371-1411.
    37. Thorsten Beck & Lemma Senbet & Witness Simbanegavi, 2015. "Financial Inclusion and Innovation in Africa: An Overview," Journal of African Economies, Centre for the Study of African Economies, vol. 24(suppl_1), pages 3-11.
    38. Hamori, Shigeyuki & Hashiguchi, Yoshihiro, 2012. "The effect of financial deepening on inequality: Some international evidence," Journal of Asian Economics, Elsevier, vol. 23(4), pages 353-359.
    39. Guanchun Liu & Yuanyuan Liu & Chengsi Zhang, 2017. "Financial Development, Financial Structure and Income Inequality in China," The World Economy, Wiley Blackwell, vol. 40(9), pages 1890-1917, September.
    40. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    41. Enrique Moral‐Benito, 2016. "Growth Empirics in Panel Data Under Model Uncertainty and Weak Exogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(3), pages 584-602, April.
    42. Jauch, Sebastian & Watzka, Sebastian, 2016. "Financial development and income inequality: a panel data approach," Munich Reprints in Economics 43505, University of Munich, Department of Economics.
    43. Yang, Benhua, 2011. "Does democracy foster financial development? An empirical analysis," Economics Letters, Elsevier, vol. 112(3), pages 262-265, September.
    44. Quanda Zhang & Alberto Posso, 2019. "Thinking Inside the Box: A Closer Look at Financial Inclusion and Household Income," Journal of Development Studies, Taylor & Francis Journals, vol. 55(7), pages 1616-1631, July.
    45. Demirguc-Kunt, Asli & Klapper, Leora, 2012. "Measuring financial inclusion : the Global Findex Database," Policy Research Working Paper Series 6025, The World Bank.
    46. Odusola, Ayodele, 2017. "Fiscal Space, Poverty and Inequality in Africa," UNDP Africa Economists Working Papers 268726, United Nations Development Programme (UNDP).
    47. 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.
    48. Arne Bigsten, 2018. "Determinants of the Evolution of Inequality in Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 27(1), pages 127-148.
    49. Ahamed, M. Mostak & Ho, Shirley J. & Mallick, Sushanta K. & Matousek, Roman, 2021. "Inclusive banking, financial regulation and bank performance: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 124(C).
    50. Park, Cyn-Young & Mercado, Jr., Rogelio, 2018. "Financial Inclusion: New Measurement and Cross-Country Impact Assessment," ADB Economics Working Paper Series 539, Asian Development Bank.
    51. Rubin, Amir & Segal, Dan, 2015. "The effects of economic growth on income inequality in the US," Journal of Macroeconomics, Elsevier, vol. 45(C), pages 258-273.
    52. Redmond, Trumel & Nasir, Muhammad Ali, 2020. "Role of natural resource abundance, international trade and financial development in the economic development of selected countries," Resources Policy, Elsevier, vol. 66(C).
    53. 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.
    54. 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.
    55. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    56. Bang, James T. & Mitra, Aniruddha & Wunnava, Phanindra V., 2016. "Do remittances improve income inequality? An instrumental variable quantile analysis of the Kenyan case," Economic Modelling, Elsevier, vol. 58(C), pages 394-402.
    57. Mookerjee, Rajen & Kalipioni, Paul, 2010. "Availability of financial services and income inequality: The evidence from many countries," Emerging Markets Review, Elsevier, vol. 11(4), pages 404-408, December.
    58. Dong-Hyeon Kim & Shu-Chin Lin, 2018. "Oil Abundance and Income Inequality," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 71(4), pages 825-848, December.
    59. Marcelin, Isaac & Mathur, Ike, 2014. "Financial development, institutions and banks," International Review of Financial Analysis, Elsevier, vol. 31(C), pages 25-33.
    60. Kabakova, Oksana & Plaksenkov, Evgeny, 2018. "Analysis of factors affecting financial inclusion: Ecosystem view," Journal of Business Research, Elsevier, vol. 89(C), pages 198-205.
    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. Zhao, Congyu & Jia, Rongwen & Dong, Kangyin, 2023. "Does financial inclusion achieve the dual dividends of narrowing carbon inequality within cities and between cities? Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).

    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. Kebede, Jeleta & Selvanathan, Saroja & Naranpanawa, Athula, 2021. "Foreign bank presence, institutional quality, and financial inclusion: Evidence from Africa," Economic Modelling, Elsevier, vol. 102(C).
    2. 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.
    3. 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.
    4. Brei, Michael & Ferri, Giovanni & Gambacorta, Leonardo, 2023. "Financial structure and income inequality," Journal of International Money and Finance, Elsevier, vol. 131(C).
    5. 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.
    6. Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2021. "Financial inclusion: Measures and applications to Africa," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 365-379.
    7. Victoria I. Okafor & Isaiah O. Olurinola & Ebenezer Bowale & Romanus Osabohien, 2023. "Financial development and income inequality in Africa," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    8. Baiardi, Donatella & Morana, Claudio, 2018. "Financial development and income distribution inequality in the euro area," Economic Modelling, Elsevier, vol. 70(C), pages 40-55.
    9. Li, Xiang & Su, Dan, 2020. "Capital account liberalisation does worsen income inequality," IWH Discussion Papers 7/2020, Halle Institute for Economic Research (IWH).
    10. Dong-Hyeon Kim & Joyce Hsieh & Shu-Chin Lin, 2021. "Financial liberalization, political institutions, and income inequality," Empirical Economics, Springer, vol. 60(3), pages 1245-1281, March.
    11. Ghulam Rasool Madni & Awais Anwar, 2021. "Meditation for level of institutional quality to combat income inequality through financial development," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2766-2775, April.
    12. Chiu, Yi-Bin & Lee, Chien-Chiang, 2019. "Financial development, income inequality, and country risk," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 1-18.
    13. Bolarinwa, Segun Thompson & Akinlo, Anthony Enisan, 2021. "Is there a nonlinear relationship between financial development and income inequality in Africa? Evidence from dynamic panel threshold," The Journal of Economic Asymmetries, Elsevier, vol. 24(C).
    14. Prao Yao Séraphin & Kongoza Kouassi Cyrille, 2023. "Nonlinear Effect of Financial Development on Income Inequality: The Case of Ivory Coast," International Journal of Business and Management, Canadian Center of Science and Education, vol. 17(6), pages 1-57, February.
    15. Barhoom Faeyzh, 2023. "Revisiting the Financial Development and Income Inequality Nexus: Evidence from Hungary," Acta Universitatis Sapientiae, Economics and Business, Sciendo, vol. 11(1), pages 227-257, October.
    16. Biruk B. Ashenafi & Dong Yan, 2023. "Financial intermediation, inclusion, Fintech, and income inequality in Africa: Robust evidence from the supply and demand side data," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 52(2), July.
    17. 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.
    18. Xiang Li & Dan Su, 2021. "Does Capital Account Liberalization Affect Income Inequality?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(2), pages 377-410, April.
    19. 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.
    20. Inekwe, John Nkwoma & Jin, Yi & Valenzuela, Maria Rebecca, 2018. "A new approach to financial integration and market income inequality," Emerging Markets Review, Elsevier, vol. 37(C), pages 134-147.

    More about this item

    Keywords

    Income inequality; Financial inclusion; Institutional quality; Africa;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

    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:eee:ecanpo:v:77:y:2023:i:c:p:539-557. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    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.