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Inclusive bank based financial development in countries with special needs: A semiparametric analysis

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  • Das, Monica
  • Basu, Sudip R.

Abstract

What is the role of bank based financial development in inclusive sustainable development? Our paper tries to answer this question with a novel methodology that provides an estimate of the inequality-finance relationship for every country-year observation, allowing us to examine the distribution of the relationship of interest for various country groups. Unlike other papers in the literature, our estimates are free of both functional form mis-specification bias as well as bias from endogenous regressors. Our results indicate that financial development lowers income inequality in low income countries and countries that invest in primary education. This inequality-finance relationship is also sensitive to a country’s size of financial sector and quality of institutions. Our findings should be of particular interest to scholars and domestic policy makers of Countries with Special Needs, who face unique challenges meeting the goals set by United Nation’s 2030 Agenda for Sustainable Development.

Suggested Citation

  • Das, Monica & Basu, Sudip R., 2023. "Inclusive bank based financial development in countries with special needs: A semiparametric analysis," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 740-753.
  • Handle: RePEc:eee:ecanpo:v:80:y:2023:i:c:p:740-753
    DOI: 10.1016/j.eap.2023.09.012
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    1. 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.
    2. Augustin Kwasi Fosu, 2013. "Growth of African Economies: Productivity, Policy Syndromes and the Importance of Institutions," Journal of African Economies, Centre for the Study of African Economies, vol. 22(4), pages 523-551, August.
    3. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Finance, inequality and inclusive education in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 162-177.
    4. Sudip Ranjan Basu, 2017. "Do data show divergence? Revisiting global income inequality trends," Asia-Pacific Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 24(1), pages 23-53, June.
    5. 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.
    6. 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.
    7. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    8. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    9. Daniel L. Millimet & John A. List & Thanasis Stengos, 2003. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1038-1047, November.
    10. Pagan,Adrian & Ullah,Aman, 1999. "Nonparametric Econometrics," Cambridge Books, Cambridge University Press, number 9780521355643, November.
    11. Peter Hall & Qi Li & Jeffrey S. Racine, 2007. "Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 784-789, November.
    12. Henderson, Daniel J. & Papageorgiou, Chris & Parmeter, Christopher F., 2013. "Who benefits from financial development? New methods, new evidence," European Economic Review, Elsevier, vol. 63(C), pages 47-67.
    13. Whitney K. Newey & James L. Powell & Francis Vella, 1999. "Nonparametric Estimation of Triangular Simultaneous Equations Models," Econometrica, Econometric Society, vol. 67(3), pages 565-604, May.
    14. Su, Liangjun & Ullah, Aman, 2008. "Local polynomial estimation of nonparametric simultaneous equations models," Journal of Econometrics, Elsevier, vol. 144(1), pages 193-218, May.
    15. Wolfgang F. Stolper & Paul A. Samuelson, 1941. "Protection and Real Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 9(1), pages 58-73.
    16. George 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.
    17. 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.
    18. Das, Monica & Basu, Sudip Ranjan, 2022. "Understanding the relationship between income inequality and pollution: A fresh perspective with cross-country evidence," World Development Perspectives, Elsevier, vol. 26(C).
    19. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    20. Sudip Ranjan Basu, 2008. "Institution and Development Revisited:A Nonparametric Approach," IHEID Working Papers 05-2008, Economics Section, The Graduate Institute of International Studies, revised Mar 2008.
    21. 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.
    22. 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.
    23. Donghyun Park & Kwanho Shin, 2017. "Economic Growth, Financial Development, and Income Inequality," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(12), pages 2794-2825, December.
    24. Sudip Ranjan Basu & Rui Xu, 2015. "Shifting structure of financial sector in Asia and the Pacific," MPDD Policy Briefs PB27, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP).
    25. Augustin Kwasi Fosu, 2013. "Growth of African Economies: Productivity, Policy Syndromes and the Importance of Institutions," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 22(4), pages 523-551, August.
    26. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law, endowments, and finance," Journal of Financial Economics, Elsevier, vol. 70(2), pages 137-181, November.
    27. Li, Qi & Maasoumi, Esfandiar & Racine, Jeffrey S., 2009. "A nonparametric test for equality of distributions with mixed categorical and continuous data," Journal of Econometrics, Elsevier, vol. 148(2), pages 186-200, February.
    28. Henderson,Daniel J. & Parmeter,Christopher F., 2015. "Applied Nonparametric Econometrics," Cambridge Books, Cambridge University Press, number 9780521279680, November.
    29. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2010. "Financial Institutions and Markets across Countries and over Time: The Updated Financial Development and Structure Database," The World Bank Economic Review, World Bank, vol. 24(1), pages 77-92, January.
    30. 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.
    31. 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.
    32. Liu, Zhenjuan & Stengos, Thanasis, 1999. "Non-linearities in Cross-Country Growth Regressions: A Semiparametric Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 527-538, Sept.-Oct.
    33. Joyeeta Gupta & Nicky R M Pouw & Mirjam A F Ros-Tonen, 2015. "Towards an Elaborated Theory of Inclusive Development," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 27(4), pages 541-559, September.
    34. Richard Blundell & Alan Duncan & Krishna Pendakur, 1998. "Semiparametric estimation and consumer demand," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(5), pages 435-461.
    35. Delgado, Michael S. & Parmeter, Christopher F., 2014. "A simple estimator for partial linear regression with endogenous nonparametric variables," Economics Letters, Elsevier, vol. 124(1), pages 100-103.
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    More about this item

    Keywords

    Inequality; Gini coefficient; Financial development; Semiparametric methods;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

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