The Relationship of Financial Development and Income Inequality: Panel Causality Approach
Yıl 2020,
Cilt: 5 Sayı: 3, 511 - 536, 31.12.2020
Taner Sekmen
,
Seher Gülşah Topuz
Öz
This study examines the causal relationship between financial development and income inequality for developed and developing countries. For this purpose, the relationship between these two variables is revealed by using data of 22 developed and developing countries from 1993 to 2016 and Kónya (2006) panel causality test. Unlike previous studies using traditional panel regression methods, the method of this study allows to obtain country-specific findings. Econometric analyzes are carried out with both the primary financial development index and the eight sub-indexes of financial development. The findings reveal that the relationship between financial development and income inequality is mostly driven by financial development. Moreover, it is concluded that the existence of causality relationship from financial development to income inequality is more common in developing countries than in developed countries. While the development of financial markets in developed countries has a more significant relationship with income inequality than the development of financial institutions, such a difference is not observed in developing countries. Finally, this study clearly shows that the relationship between financial development and income inequality may differ due to country-specific characteristics.
Kaynakça
- Adams, S. and Klobodu, E. K. M. (2016). Financial development, control of corruption and income
inequality. International Review of Applied Economics, 30(6), 790-808.
doi:10.1080/02692171.2016.1208740
- Akıncı, G. Y. ve Akıncı, M. (2016). Ters-U hipotezi bağlamında ekonomik büyüme, finansal kalkınma ve
gelir eşitsizliği mekanizmaları üzerine. Finans Politik & Ekonomik Yorumlar, 53(622), 61. Erişim
adresi: http://www.ekonomikyorumlar.com.tr
- Ang, J. (2010). Finance and inequality: The case of India. Southern Economic Journal, 76(3).
doi:10.4284/sej.2010.76.3.738
- Azam, M. and Raza, S. A. (2018). Financial sector development and income inequality in ASEAN-5
countries: Does financial Kuznets curve exists?. Global Business and Economics Review, 20(1),
88-114. doi:10.1504/GBER.2018.088482
- Baiardi, D. and Morana, C. (2018). Financial development and income distribution inequality in the Euro
Area. Economic Modelling, 70, 40-55. https://doi.org/10.1016/j.econmod.2017.10.008
- Banerjee, A. V. and Newman, A. F. (1993). Occupational choice and the process of development. Journal
of Political Economy, 101(2), 274-298. Retrieved from http://www.jstor.org/
- Beck, R., Georgiadis, G. and Straub, R. (2014). The finance and growth nexus revisited. Economics
Letters, 124(3), 382-385. https://doi.org/10.1016/j.econlet.2014.06.024
- Beck, T., Büyükkarabacak, B., Rioja, F. K. and Valev, N. T. (2012). Who gets the credit? And does it
matter? Household vs. firm lending across countries. The BE Journal of Macroeconomics, 12(1),
1-46. https://doi.org/10.1515/1935-1690.2262
- Beck, T., Demirgüç-Kunt, A. and Levine, R. (2007). Finance, inequality and the poor. Journal of
Economic Growth, 12(1), 27–49. doi:10.1007/s10887-007-9010-6
- Bittencourt, M. (2010). Financial development and inequality: Brazil 1985–1994. Economic Change and
Restructuring, 43(2), 113-130. doi:10.1007/s10644-009-9080-x
- Bittencourt, M., Chang, S., Gupta, R. and Miller, S. M. (2019). Does financial development affect income
inequality in the US States?. Journal of Policy Modeling, 41(6), 1043-1056.
doi:10.1016/j.jpolmod.2019.07.008
- Breitung, J. (2005). A parametric approach to the estimation of cointegration vectors in panel data.
Econometric Reviews, 2(2), 151–173. https://doi.org/10.1081/ETC-200067895
- Breusch, T. S. and Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model
specification in econometrics. The Review of Economic Studies, 47(1), 239-253. Retrieved from
https://doi.org/10.2307/2297111
- Çetin, M. ve Şeker, F. (2017). Finansal gelişmenin gelir eşitsizliği üzerindeki etkisi: Türkiye ekonomisi
için ampirik bir kanıt. International Anatolia Academic Online Journal/Social Science Journal,
3(2), 52-63. Erişim adresi: https://dergipark.org.tr/en/pub/iaaoj/
- Chen, K. C., Wu, L. and Wen, J. (2013). The relationship between finance and growth in China. Global
Finance Journal, 24(1), 1-12. doi:10.1016/j.gfj.2013.03.006
- Chong, A. and Gradstein, M. (2007). Inequality and institutions. The Review of Economics and Statistics,
89(3), 454-465. https://doi.org/10.1162/rest.89.3.454
- Clarke, G. R. G, Xu, L. C. and Zou, H. (2006). Finance and income inequality: what do the data tell us?.
Southern Economic Journal, 72(3). Retrieved from http://www.jstor.org/
- De Haan, J., Pleninger, R. and Sturm, J. E. (2017). Does the impact of financial liberalization on income
inequality depend on financial development? Some new evidence. Applied Economics Letters,
25(5), 313–316. https://doi.org/10.1080/13504851.2017.1319554
- Federici, D. and Caprioli, F. (2009). Financial development and growth: An empirical analysis. Economic
Modelling, 26(2), 285-294. https://doi.org/10.1016/j.econmod.2008.07.006
- Galor, O. and Zeira, J. (1993). Income distribution and macroeconomics. The Review of Economic
Studies, 60(1), 35-52. https://doi.org/10.2307/2297811
- Greenwood, J. and Jovanovich, B. (1990). Financial development, growth and the distribution of income.
Journal of Political Economy, 98(5, Part 1), 1076–1107. Retrieved from http://www.jstor.org/
- Jalilian, H. and Kirkpatrick, C. (2002). Financial development and poverty reduction in developing
countries. International Journal of Finance and Economics, 7(2), 97-108. doi:10.1002/ijfe.179
- Jalilian, H. and Kirkpatrick, C. (2005). Does financial development contribute to poverty reduction?. The
Journal of Development Studies, 41(4), 636-656. https://doi.org/10.1080/00220380500092754
- Jauch, S. and Watzka, S. (2016). Financial development and income inequality: A panel data approach.
Empirical Economics, 51(1), 291-314. https://doi.org/10.1007/s00181-015-1008-x
- Kappel, V. (2010). The effects of financial development on income inequality and poverty. (CER-ETHCenter of Economic Research at ETH Zurich, Working Paper No. 10/127).
http://dx.doi.org/10.2139/ssrn.1585148
- Kar, M., Nazlıoğlu, Ş. and Ağır, H. (2011). Financial development and economic growth nexus in the
MENA countries: Bootstrap panel granger causality analysis. Economic modelling, 28(1-2), 685-
693. https://doi.org/10.1016/j.econmod.2010.05.015
- King, R. G. and Levine, R. (1993). Finance and growth: Schumpeter might be right. The Quarterly
Journal of Economics, 108(3), 717-737. doi:10.2307/2118406
- Kónya, L. (2006). Exports and growth: Granger causality analysis on OECD countries with a panel data
approach. Economic Modelling, 23(6), 978–992. https://doi.org/10.1016/j.econmod.2006.04.008
- Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1-
28. Retrieved from http://www.jstor.org/
- Law, S. H., Tan, H. B. and Azman-Saini, W. N. W. (2014). Financial development and income inequality
at different levels of institutional quality. Emerging Markets Finance & Trade, (50), 21-33.
https://doi.org/10.2753/REE1540-496X5001S102
- Levine, R. (1997). Financial development and economic growth: Views and Agenda. Journal of
Economic Literature, 35, 688-726. Retrieved from http://www.jstor.org/
- Levine, R. (2005). Finance and growth: theory and evidence. Handbook of Economic Growth, 1, 865-934.
https://doi.org/10.1016/S1574-0684(05)01012-9
- Li, H., Squire, L. and H. Zou (1998). Explaining international and intertemporal variations in income
distribution. The Economic Journal, 108, 26-43. https://doi.org/10.1111/1468-0297.00271
- McKinnon, R. I. (1973). Money and capital in economic development. Brookings Institution:
Washington.
- Meniago, C. and Asongu, S. A. (2018). Revisiting the finance-inequality nexus in a panel of African
countries. Research in International Business and Finance, 46, 399-419.
https://doi.org/10.1016/j.ribaf.2018.04.012
- Mookerjee, R. and Kalipioni, P. (2010). Availability of financial services and income inequality: The
evidence from many countries. Emerging Markets Review, 11(4), 404-408.
https://doi.org/10.1016/j.ememar.2010.07.001
- Naceur, S. B. and Ghazouani, S. (2007). Stock markets, banks, and economic growth: Empirical evidence
from the MENA region. Research in International Business and Finance, 21(2), 297-315.
https://doi.org/10.1016/j.ribaf.2006.05.002
- Naceur, S.B. and Zhang, R. (2016). Financial development, inequality and poverty: some international
evidence (IMF Working Paper, No. 16/32). Retrieved from
https://www.mfw4a.org/sites/default/files/resources/Financial_Development_Inequality_and_Pove
rty_Some_International_Evidence.pdf
- Narayan, P. K. and Narayan, S. (2013). The short-run relationship between the financial system and
economic growth: New evidence from regional panels. International Review of Financial Analysis,
29, 70-78. https://doi.org/10.1016/j.irfa.2013.03.012
- Nikoloski, Z. (2013). Financial sector development and inequality: Is there a financial Kuznets curve?.
Journal of International Development, 25(7), 897-911. https://doi.org/10.1002/jid.2843
- Nili, M. and Rastad, M. (2007). Addressing the growth failure of the oil economies: The role of financial
development. The Quarterly Review of Economics and Finance, 46(5), 726-740.
doi:10.1016/j.qref.2006.08.007
- Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels (CESifo Working
Paper, No. 1229). https://doi.org/10.1007/s00181-020-01875-7
- Pesaran, M. H. (2006). Estimation and inference in large heterogeneous panel with a multifactor error
structure. Econometrica, 74(4), 967–1012. https://doi.org/10.1111/j.1468-0262.2006.00692.x
- Pesaran, M. H., Ullah, A. and Yamagata, T. A. (2008). A bias-adjusted LM test of error cross-section
independence. Econometrics Journal, 11(1), 105-127. https://doi.org/10.1111/j.1368-
423X.2007.00227.x
- Qian, R., Reinhart, C. M. and Rogoff, K. (2011). On graduation from default, inflation, and banking
crises: elusive or illusion?. NBER Macroeconomics Annual, 25(1), 1-36. doi:10.3386/w16168
- Rajan, R. G. (2006). Has finance made the world riskier?. European Financial Management, 12(4), 499-
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Finansal Gelişme ve Gelir Eşitsizliği İlişkisi: Panel Nedensellik Yaklaşımı
Yıl 2020,
Cilt: 5 Sayı: 3, 511 - 536, 31.12.2020
Taner Sekmen
,
Seher Gülşah Topuz
Öz
Bu çalışma finansal gelişme ile gelir eşitsizliği arasındaki nedensellik ilişkisini gelişmiş ve gelişmekte olan ülkeler için incelemektedir. Bu amaçla bu iki değişken arasındaki ilişki, seçilmiş 22 gelişmiş ve gelişmekte olan ülkenin 1993-2016 dönemini kapsayan veriler ile Kónya (2006) panel nedensellik testi kullanılarak ortaya çıkarılmaya çalışılmaktadır. Geleneksel panel regresyon yöntemlerini kullanan önceki çalışmaların aksine bu çalışmanın yöntemi ülkelere özgü bulguların elde edilmesine imkân vermektedir. Ekonometrik analizler, finansal gelişmeyi temsil etmek amacıyla hem temel finansal gelişme endeksi hem de bu endeksi oluşturan sekiz alt endeks ile yapılmaktadır. Elde edilen bulgular finansal gelişme ve gelir eşitsizliği ilişkisinin büyük oranda finansal gelişme tarafından yönlendirildiğini ortaya koymaktadır. Dahası finansal gelişmeden gelir eşitsizliğine doğru nedensellik ilişkisinin varlığının gelişmekte olan ülkelerde gelişmiş ülkelere göre daha yaygın olduğunu sonucuna varılmaktadır. Gelişmiş ülkelerde finansal piyasaların gelişimi, finansal kurumların gelişimine göre gelir eşitsizliği ile daha fazla anlamlı ilişkiye sahipken gelişmekte olan ülkelerde böylesi bir farklılık gözlemlenmemektedir. Son olarak bu çalışma finansal gelişme ve gelir eşitsizliği ilişkisinin ülkelerin kendine özgü özelliklerden dolayı farklılaşabileceğini açık bir biçimde göstermektedir.
Kaynakça
- Adams, S. and Klobodu, E. K. M. (2016). Financial development, control of corruption and income
inequality. International Review of Applied Economics, 30(6), 790-808.
doi:10.1080/02692171.2016.1208740
- Akıncı, G. Y. ve Akıncı, M. (2016). Ters-U hipotezi bağlamında ekonomik büyüme, finansal kalkınma ve
gelir eşitsizliği mekanizmaları üzerine. Finans Politik & Ekonomik Yorumlar, 53(622), 61. Erişim
adresi: http://www.ekonomikyorumlar.com.tr
- Ang, J. (2010). Finance and inequality: The case of India. Southern Economic Journal, 76(3).
doi:10.4284/sej.2010.76.3.738
- Azam, M. and Raza, S. A. (2018). Financial sector development and income inequality in ASEAN-5
countries: Does financial Kuznets curve exists?. Global Business and Economics Review, 20(1),
88-114. doi:10.1504/GBER.2018.088482
- Baiardi, D. and Morana, C. (2018). Financial development and income distribution inequality in the Euro
Area. Economic Modelling, 70, 40-55. https://doi.org/10.1016/j.econmod.2017.10.008
- Banerjee, A. V. and Newman, A. F. (1993). Occupational choice and the process of development. Journal
of Political Economy, 101(2), 274-298. Retrieved from http://www.jstor.org/
- Beck, R., Georgiadis, G. and Straub, R. (2014). The finance and growth nexus revisited. Economics
Letters, 124(3), 382-385. https://doi.org/10.1016/j.econlet.2014.06.024
- Beck, T., Büyükkarabacak, B., Rioja, F. K. and Valev, N. T. (2012). Who gets the credit? And does it
matter? Household vs. firm lending across countries. The BE Journal of Macroeconomics, 12(1),
1-46. https://doi.org/10.1515/1935-1690.2262
- Beck, T., Demirgüç-Kunt, A. and Levine, R. (2007). Finance, inequality and the poor. Journal of
Economic Growth, 12(1), 27–49. doi:10.1007/s10887-007-9010-6
- Bittencourt, M. (2010). Financial development and inequality: Brazil 1985–1994. Economic Change and
Restructuring, 43(2), 113-130. doi:10.1007/s10644-009-9080-x
- Bittencourt, M., Chang, S., Gupta, R. and Miller, S. M. (2019). Does financial development affect income
inequality in the US States?. Journal of Policy Modeling, 41(6), 1043-1056.
doi:10.1016/j.jpolmod.2019.07.008
- Breitung, J. (2005). A parametric approach to the estimation of cointegration vectors in panel data.
Econometric Reviews, 2(2), 151–173. https://doi.org/10.1081/ETC-200067895
- Breusch, T. S. and Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model
specification in econometrics. The Review of Economic Studies, 47(1), 239-253. Retrieved from
https://doi.org/10.2307/2297111
- Çetin, M. ve Şeker, F. (2017). Finansal gelişmenin gelir eşitsizliği üzerindeki etkisi: Türkiye ekonomisi
için ampirik bir kanıt. International Anatolia Academic Online Journal/Social Science Journal,
3(2), 52-63. Erişim adresi: https://dergipark.org.tr/en/pub/iaaoj/
- Chen, K. C., Wu, L. and Wen, J. (2013). The relationship between finance and growth in China. Global
Finance Journal, 24(1), 1-12. doi:10.1016/j.gfj.2013.03.006
- Chong, A. and Gradstein, M. (2007). Inequality and institutions. The Review of Economics and Statistics,
89(3), 454-465. https://doi.org/10.1162/rest.89.3.454
- Clarke, G. R. G, Xu, L. C. and Zou, H. (2006). Finance and income inequality: what do the data tell us?.
Southern Economic Journal, 72(3). Retrieved from http://www.jstor.org/
- De Haan, J., Pleninger, R. and Sturm, J. E. (2017). Does the impact of financial liberalization on income
inequality depend on financial development? Some new evidence. Applied Economics Letters,
25(5), 313–316. https://doi.org/10.1080/13504851.2017.1319554
- Federici, D. and Caprioli, F. (2009). Financial development and growth: An empirical analysis. Economic
Modelling, 26(2), 285-294. https://doi.org/10.1016/j.econmod.2008.07.006
- Galor, O. and Zeira, J. (1993). Income distribution and macroeconomics. The Review of Economic
Studies, 60(1), 35-52. https://doi.org/10.2307/2297811
- Greenwood, J. and Jovanovich, B. (1990). Financial development, growth and the distribution of income.
Journal of Political Economy, 98(5, Part 1), 1076–1107. Retrieved from http://www.jstor.org/
- Jalilian, H. and Kirkpatrick, C. (2002). Financial development and poverty reduction in developing
countries. International Journal of Finance and Economics, 7(2), 97-108. doi:10.1002/ijfe.179
- Jalilian, H. and Kirkpatrick, C. (2005). Does financial development contribute to poverty reduction?. The
Journal of Development Studies, 41(4), 636-656. https://doi.org/10.1080/00220380500092754
- Jauch, S. and Watzka, S. (2016). Financial development and income inequality: A panel data approach.
Empirical Economics, 51(1), 291-314. https://doi.org/10.1007/s00181-015-1008-x
- Kappel, V. (2010). The effects of financial development on income inequality and poverty. (CER-ETHCenter of Economic Research at ETH Zurich, Working Paper No. 10/127).
http://dx.doi.org/10.2139/ssrn.1585148
- Kar, M., Nazlıoğlu, Ş. and Ağır, H. (2011). Financial development and economic growth nexus in the
MENA countries: Bootstrap panel granger causality analysis. Economic modelling, 28(1-2), 685-
693. https://doi.org/10.1016/j.econmod.2010.05.015
- King, R. G. and Levine, R. (1993). Finance and growth: Schumpeter might be right. The Quarterly
Journal of Economics, 108(3), 717-737. doi:10.2307/2118406
- Kónya, L. (2006). Exports and growth: Granger causality analysis on OECD countries with a panel data
approach. Economic Modelling, 23(6), 978–992. https://doi.org/10.1016/j.econmod.2006.04.008
- Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1-
28. Retrieved from http://www.jstor.org/
- Law, S. H., Tan, H. B. and Azman-Saini, W. N. W. (2014). Financial development and income inequality
at different levels of institutional quality. Emerging Markets Finance & Trade, (50), 21-33.
https://doi.org/10.2753/REE1540-496X5001S102
- Levine, R. (1997). Financial development and economic growth: Views and Agenda. Journal of
Economic Literature, 35, 688-726. Retrieved from http://www.jstor.org/
- Levine, R. (2005). Finance and growth: theory and evidence. Handbook of Economic Growth, 1, 865-934.
https://doi.org/10.1016/S1574-0684(05)01012-9
- Li, H., Squire, L. and H. Zou (1998). Explaining international and intertemporal variations in income
distribution. The Economic Journal, 108, 26-43. https://doi.org/10.1111/1468-0297.00271
- McKinnon, R. I. (1973). Money and capital in economic development. Brookings Institution:
Washington.
- Meniago, C. and Asongu, S. A. (2018). Revisiting the finance-inequality nexus in a panel of African
countries. Research in International Business and Finance, 46, 399-419.
https://doi.org/10.1016/j.ribaf.2018.04.012
- Mookerjee, R. and Kalipioni, P. (2010). Availability of financial services and income inequality: The
evidence from many countries. Emerging Markets Review, 11(4), 404-408.
https://doi.org/10.1016/j.ememar.2010.07.001
- Naceur, S. B. and Ghazouani, S. (2007). Stock markets, banks, and economic growth: Empirical evidence
from the MENA region. Research in International Business and Finance, 21(2), 297-315.
https://doi.org/10.1016/j.ribaf.2006.05.002
- Naceur, S.B. and Zhang, R. (2016). Financial development, inequality and poverty: some international
evidence (IMF Working Paper, No. 16/32). Retrieved from
https://www.mfw4a.org/sites/default/files/resources/Financial_Development_Inequality_and_Pove
rty_Some_International_Evidence.pdf
- Narayan, P. K. and Narayan, S. (2013). The short-run relationship between the financial system and
economic growth: New evidence from regional panels. International Review of Financial Analysis,
29, 70-78. https://doi.org/10.1016/j.irfa.2013.03.012
- Nikoloski, Z. (2013). Financial sector development and inequality: Is there a financial Kuznets curve?.
Journal of International Development, 25(7), 897-911. https://doi.org/10.1002/jid.2843
- Nili, M. and Rastad, M. (2007). Addressing the growth failure of the oil economies: The role of financial
development. The Quarterly Review of Economics and Finance, 46(5), 726-740.
doi:10.1016/j.qref.2006.08.007
- Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels (CESifo Working
Paper, No. 1229). https://doi.org/10.1007/s00181-020-01875-7
- Pesaran, M. H. (2006). Estimation and inference in large heterogeneous panel with a multifactor error
structure. Econometrica, 74(4), 967–1012. https://doi.org/10.1111/j.1468-0262.2006.00692.x
- Pesaran, M. H., Ullah, A. and Yamagata, T. A. (2008). A bias-adjusted LM test of error cross-section
independence. Econometrics Journal, 11(1), 105-127. https://doi.org/10.1111/j.1368-
423X.2007.00227.x
- Qian, R., Reinhart, C. M. and Rogoff, K. (2011). On graduation from default, inflation, and banking
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