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Does Credit Composition have Asymmetric Effects on Income Inequality? New Evidence from Panel Data

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  • Ünal Seven

    (Central Bank of the Republic of Turkey, İstiklal Caddesi, No. 10, Ulus, Ankara 06100, Turkey
    Department of Basic Sciences, Turkish Military Academy, National Defense University, Devlet Mahallesi, Kara Harp Okulu Caddesi, Çankaya, Ankara 06654, Turkey)

  • Dilara Kilinc

    (Department of Economics, Izmir University of Economics, Sakarya Caddesi, No. 156, Balçova, Izmir 35330, Turkey)

  • Yener Coskun

    (Capital Markets Board of Turkey, Eskişehir Yolu, Ankara 06530, Turkey
    Department of Business Administration, Middle East Technical University, Üniversiteler Mahallesi, Dumlupınar Bulvarı, No. 1, Çankaya, Ankara 06800, Turkey)

Abstract

This paper studied the effects of credit to private non-financial sectors on income inequality. In particular, we focused on the distinction between household and firm credits, and investigated whether these two types of credit had adverse effects on income inequality. Employing cross-section augmented cointegrating regressions and using balanced panel data for 30 developed and developing countries over the period from 1995 to 2013, we showed that firm credit reduced income inequality, whereas there was no significant impact of household credit on income inequality. We concluded that it was not the size of the private credit but its composition which mattered in reducing income inequality, due to the asymmetric effects of different types of credit.

Suggested Citation

  • Ünal Seven & Dilara Kilinc & Yener Coskun, 2018. "Does Credit Composition have Asymmetric Effects on Income Inequality? New Evidence from Panel Data," IJFS, MDPI, vol. 6(4), pages 1-15, September.
    • Handle: RePEc:gam:jijfss:v:6:y:2018:i:4:p:82-:d:171938
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    as
    1. Beck Thorsten & Büyükkarabacak Berrak & Rioja Felix K. & Valev Neven T., 2012. "Who Gets the Credit? And Does It Matter? Household vs. Firm Lending Across Countries," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-46, March.
    2. Joakim Westerlund, 2008. "Panel cointegration tests of the Fisher effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 193-233.
    3. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    4. Westerlund, Joakim & Edgerton, David L., 2007. "A panel bootstrap cointegration test," Economics Letters, Elsevier, vol. 97(3), pages 185-190, December.
    5. M. Hashem Pesaran & Aman Ullah & Takashi Yamagata, 2008. "A bias-adjusted LM test of error cross-section independence," Econometrics Journal, Royal Economic Society, vol. 11(1), pages 105-127, March.
    6. Gine, Xavier & Townsend, Robert M., 2004. "Evaluation of financial liberalization: a general equilibrium model with constrained occupation choice," Journal of Development Economics, Elsevier, vol. 74(2), pages 269-307, August.
    7. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    8. Uddin, Gazi Salah & Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "Financial development and poverty reduction nexus: A cointegration and causality analysis in Bangladesh," Economic Modelling, Elsevier, vol. 36(C), pages 405-412.
    9. 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.
    10. 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.
    11. Rousseau, P. L. & Wachtel, P., 2000. "Equity markets and growth: Cross-country evidence on timing and outcomes, 1980-1995," Journal of Banking & Finance, Elsevier, vol. 24(12), pages 1933-1957, December.
    12. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    13. Abosedra, Salah & Shahbaz, Muhammad & Nawaz, Kishwar, 2015. "Modeling Causality between Financial Deepening and Poverty Reduction in Egypt," MPRA Paper 67166, University Library of Munich, Germany, revised 09 Oct 2015.
    14. 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.
    15. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    16. Asli Demirgüç-Kunt & Ross Levine, 2008. "Finance, Financial Sector Policies, and Long-Run Growth," World Bank Publications - Books, The World Bank Group, number 28021.
    17. Gazi Salah Uddin & Muhammed Shahbaz & Mohamed Arouri & Frédéric Teulon, 2014. "Financial Development and Poverty Reduction Nexus: A cointegration and causality analysis in Bangladesh," Working Papers 2014-291, Department of Research, Ipag Business School.
    18. 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.
    19. Tullio Jappelli & Marco Pagano, 1994. "Saving, Growth, and Liquidity Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 83-109.
    20. 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.
    21. Peter Pedroni, 2007. "Social capital, barriers to production and capital shares: implications for the importance of parameter heterogeneity from a nonstationary panel approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 429-451.
    22. 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.
    23. Bahadir, Berrak & Gumus, Inci, 2016. "Credit decomposition and business cycles in emerging market economies," Journal of International Economics, Elsevier, vol. 103(C), pages 250-262.
    24. 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.
    25. Sebastian Jauch & Sebastian Watzka, 2011. "Financial Development and Income Inequality: A Panel Data Approach," CESifo Working Paper Series 3687, CESifo.
    26. 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.
    27. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    28. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    29. Ravallion, Martin, 2001. "Growth, Inequality and Poverty: Looking Beyond Averages," World Development, Elsevier, vol. 29(11), pages 1803-1815, November.
    30. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    31. Stephen Cecchetti & Enisse Kharroubi, 2012. "Reassessing the impact of finance on growth," BIS Working Papers 381, Bank for International Settlements.
    32. Berrak Büyükkarabacak & Stefan Krause, 2009. "Studying The Effects Of Household And Firm Credit On The Trade Balance: The Composition Of Funds Matters," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 653-666, October.
    33. 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.
    34. Frederick Solt, 2009. "Standardizing the World Income Inequality Database," LIS Working papers 496, LIS Cross-National Data Center in Luxembourg.
    35. Harris, Richard D. F., 1997. "Stock markets and development: A re-assessment," European Economic Review, Elsevier, vol. 41(1), pages 139-146, January.
    36. Barry Z. Cynamon & Steven M. Fazzari, 2013. "Inequality and Household Finance during the Consumer Age," Economics Working Paper Archive wp_752, Levy Economics Institute.
    37. Dabla-Norris, Era & Ji, Yan & Townsend, Robert M. & Filiz Unsal, D., 2021. "Distinguishing constraints on financial inclusion and their impact on GDP, TFP, and the distribution of income," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 1-18.
    38. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    39. 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.
    40. 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.
    41. 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.
    42. Frederick Solt, 2009. "Standardizing the World Income Inequality Database," Social Science Quarterly, Southwestern Social Science Association, vol. 90(2), pages 231-242, June.
    43. Eberhardt, Markus & Bond, Stephen, 2009. "Cross-section dependence in nonstationary panel models: a novel estimator," MPRA Paper 17692, University Library of Munich, Germany.
    44. Bencivenga Valerie R. & Smith Bruce D. & Starr Ross M., 1995. "Transactions Costs, Technological Choice, and Endogenous Growth," Journal of Economic Theory, Elsevier, vol. 67(1), pages 153-177, October.
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