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The relationship between financial deepening and economic growth: Bootstrap causality approach for the selected upper middle income countries

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  • Mesut Alper GEZER

    (Dumlupınar University, Kütahya, Turkey)

Abstract

This paper investigates the causal relationship between financial deepening and economic growth for fourteen upper middle income countries for the period during 1987-2015. Broad money supply, private credits, financial system deposit liabilities and deposit money banks’ assets are determined as proxies of financial deepening. Kónya (2006) bootstrap panel granger causality approach is used for this relationship based on Seemingly Unrelated Regression (SUR) model. Empirical findings indicate that countries can be clustered according to supply-leading and demand following approach. Besides, there exists evidence for bidirectional causality for some countries.

Suggested Citation

  • Mesut Alper GEZER, 2018. "The relationship between financial deepening and economic growth: Bootstrap causality approach for the selected upper middle income countries," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(1(614), S), pages 95-112, Spring.
  • Handle: RePEc:agr:journl:v:1(614):y:2018:i:1(614):p:95-112
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    1. Valerie R. Bencivenga & Bruce D. Smith, 1991. "Financial Intermediation and Endogenous Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 195-209.
    2. Barry Eichengreen & Donghyun Park & Kwanho Shin, 2012. "When Fast-Growing Economies Slow Down: International Evidence and Implications for China," Asian Economic Papers, MIT Press, vol. 11(1), pages 42-87, Winter/Sp.
    3. Rajmund Mirdala, 2011. "Financial Integration And Economic Growth In The European Transition Economies," Journal of Advanced Studies in Finance, ASERS Publishing, vol. 2(2), pages 116-137.
    4. 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.
    5. 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.
    6. Raymond W. Goldsmith, 1959. "The Comparative Study of Economic Growth and Structure," NBER Books, National Bureau of Economic Research, Inc, number unkn59-1, March.
    7. Kar, Muhsin & Nazlıoğlu, Şaban & Ağır, Hüseyin, 2011. "Financial development and economic growth nexus in the MENA countries: Bootstrap panel granger causality analysis," Economic Modelling, Elsevier, vol. 28(1), pages 685-693.
    8. Rajmund MIRDALA, 2012. "Financial Deepening And Economic Growth In The European Transition Economies," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 6(6(18)/ Su), pages 177-194.
    9. 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.
    10. Najia SAQIB, 2013. "Impact of Development and Efficiency of Financial Sector on Economic Growth: Empirical Evidence from Developing Countries," Journal of Knowledge Management, Economics and Information Technology, ScientificPapers.org, vol. 3(3), pages 1-9, June.
    11. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    12. Bangake, Chrysost & Eggoh, Jude C., 2011. "Further evidence on finance-growth causality: A panel data analysis," Economic Systems, Elsevier, vol. 35(2), pages 176-188, June.
    13. James B. Ang, 2007. "Financial Deepening And Economic Development In Malaysia," Economic Papers, The Economic Society of Australia, vol. 26(3), pages 249-260, September.
    14. 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.
    15. Hsueh, Shun-Jen & Hu, Yu-Hau & Tu, Chien-Heng, 2013. "Economic growth and financial development in Asian countries: A bootstrap panel Granger causality analysis," Economic Modelling, Elsevier, vol. 32(C), pages 294-301.
    16. 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.
    17. 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.
    18. Vipin Ghildiyal & A.K. Pokhriyal & Arvind Mohan, 2015. "Impact of Financial Deepening on Economic Growth in Indian Perspective: ARDL Bound Testing Approach to Cointegration," Asian Development Policy Review, Asian Economic and Social Society, vol. 3(3), pages 49-60, September.
    19. 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.
    20. 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.
    21. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    22. Levine, Ross & Zervos, Sara, 1996. "Stock Market Development and Long-Run Growth," The World Bank Economic Review, World Bank, vol. 10(2), pages 323-339, May.
    23. Lotfali Agheli & Golnaz Hadian, 2017. "Financial Development, Commercial Development, and Economic Growth in the Selected Emerging and the Middle Eastern Countries#," International Journal of Economics and Financial Issues, Econjournals, vol. 7(3), pages 362-370.
    24. Khalil Mhadhbi & Chokri Terzi & Ali Bouchrika, 2020. "Banking sector development and economic growth in developing countries: a bootstrap panel Granger causality analysis," Empirical Economics, Springer, vol. 58(6), pages 2817-2836, June.
    25. 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.
    26. Granger, C. W. J., 1980. "Testing for causality : A personal viewpoint," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 329-352, May.
    27. Demetriades, Panicos O. & Hussein, Khaled A., 1996. "Does financial development cause economic growth? Time-series evidence from 16 countries," Journal of Development Economics, Elsevier, vol. 51(2), pages 387-411, December.
    28. Levine, Ross, 2002. "Bank-Based or Market-Based Financial Systems: Which Is Better?," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 398-428, October.
    29. World Bank, 2017. "World Development Indicators 2017," World Bank Publications - Books, The World Bank Group, number 26447, December.
    30. Özgür Orhangazi, 2011. "“Financial” vs. “Real”: An Overview of the Contradictory Role of Finance," Research in Political Economy, in: Revitalizing Marxist Theory for Today's Capitalism, pages 121-148, Emerald Group Publishing Limited.
    31. Simon Kuznets, 1959. "On Comparative Study of Economic Structure and Growth of Nations," NBER Chapters, in: The Comparative Study of Economic Growth and Structure, pages 162-176, National Bureau of Economic Research, Inc.
    32. Jung, Woo S, 1986. "Financial Development and Economic Growth: International Evidence," Economic Development and Cultural Change, University of Chicago Press, vol. 34(2), pages 333-346, January.
    33. Raymond W. Goldsmith, 1959. "Financial Structure and Development as a Subject for International Comparative Study," NBER Chapters, in: The Comparative Study of Economic Growth and Structure, pages 114-123, National Bureau of Economic Research, Inc.
    34. Xu, Zhenhui, 2000. "Financial Development, Investment, and Economic Growth," Economic Inquiry, Western Economic Association International, vol. 38(2), pages 331-344, April.
    35. Vipin Ghildiyal & A.K Pokhriyal & A.K Pokhriyal & Arvind Mohan, 2015. "Impact of Financial Deepening on Economic Growth in Indian Perspective: ARDL Bound Testing Approach to Cointegration," Asian Development Policy Review, Asian Economic and Social Society, vol. 3(3), pages 49-60.
    36. Homi Kharas & Harinder Kohli, 2011. "What Is the Middle Income Trap, Why do Countries Fall into It, and How Can It Be Avoided?," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 3(3), pages 281-289, September.
    37. Fantom,Neil James & Serajuddin,Umar, 2016. "The World Bank's classification of countries by income," Policy Research Working Paper Series 7528, The World Bank.
    38. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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