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Is the Relationship between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle Income Countries

  • Nahla Samargandi
  • Jan Fidrmuc
  • Sugata Ghosh

We revisit the relationship between financial development and economic growth in a panel of 52 middle income countries over the 1980-2008 period, using pooled mean group estimator in a dynamic heterogeneous panel setting. We show that financial development does not have a linear positive long-run impact on economic growth in this sample. When we consider a non-linear relationship between financial development and growth, we find an inverted U-shaped relationship between finance and growth in the long run. In the short-run, the relationship is insignificant. This finding suggests that middle income countries face a threshold point after which financial development no longer contributes to economic growth.

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Paper provided by CESifo Group Munich in its series CESifo Working Paper Series with number 4743.

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Date of creation: 2014
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Handle: RePEc:ces:ceswps:_4743
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  1. Michael Gavin & Ricardo Hausmann, 1996. "The Roots of Banking Crises: The Macroeconomic Context," IDB Publications (Working Papers) 5819, Inter-American Development Bank.
  2. Phillips, Peter C B & Hansen, Bruce E, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," Review of Economic Studies, Wiley Blackwell, vol. 57(1), pages 99-125, January.
  3. Paul Wachtel & Peter L. Rousseau, 2006. "What is happening to the impact of financial deepening on economic growth?," Working Papers 06-15, New York University, Leonard N. Stern School of Business, Department of Economics.
  4. 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.
  5. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
  6. Odedokun, M. O., 1996. "Alternative econometric approaches for analysing the role of the financial sector in economic growth: Time-series evidence from LDCs," Journal of Development Economics, Elsevier, vol. 50(1), pages 119-146, June.
  7. Eduardo Borensztein & Jose De Gregorio & Jong-Wha Lee, 1995. "How Does Foreign Direct Investment Affect Economic Growth?," NBER Working Papers 5057, National Bureau of Economic Research, Inc.
  8. 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.
  9. Nouriel Roubini & Xavier Sala-i-Martin, 1991. "Financial Repression and Economic Growth," NBER Working Papers 3876, National Bureau of Economic Research, Inc.
  10. Ethier, Wilfred J, 1982. "National and International Returns to Scale in the Modern Theory of International Trade," American Economic Review, American Economic Association, vol. 72(3), pages 389-405, June.
  11. Eberhardt, Markus & Teal, Francis, 2009. "Econometrics for Grumblers: A New Look at the Literature on Cross-Country Growth Empirics," MPRA Paper 15813, University Library of Munich, Germany.
  12. Norman Loayza & Romain Ranciere, 2002. "Financial Development, Financial Fragility, and Growth," Working Papers Central Bank of Chile 145, Central Bank of Chile.
  13. Dollar, David & Kraay, Aart, 2003. "Institutions, trade, and growth : revisiting the evidence," Policy Research Working Paper Series 3004, The World Bank.
  14. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
  15. Beck, Thorsten & Levine, Ross & Loayza, Norman, 1999. "Finance and the sources of growth," Policy Research Working Paper Series 2057, The World Bank.
  16. Edward F. Blackburne III & Mark W. Frank, 2007. "Estimation of nonstationary heterogeneous panels," Stata Journal, StataCorp LP, vol. 7(2), pages 197-208, June.
  17. Graciela L. Kaminsky & Carmen M. Reinhart, 1996. "The twin crises: the causes of banking and balance-of-payments problems," International Finance Discussion Papers 544, Board of Governors of the Federal Reserve System (U.S.).
  18. N. Gregory Mankiw & David Romer & David N. Weil, 1990. "A Contribution to the Empirics of Economic Growth," NBER Working Papers 3541, National Bureau of Economic Research, Inc.
  19. Ferda Halicioglu, 2007. "The Financial Development and Economic Growth Nexus for Turkey," EERI Research Paper Series EERI_RP_2007_06, Economics and Econometrics Research Institute (EERI), Brussels.
  20. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(05), pages 813-843, October.
  21. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
  22. Stephen Cecchetti & Enisse Kharroubi, 2012. "Reassessing the impact of finance on growth," BIS Working Papers 381, Bank for International Settlements.
  23. P. J. Dawson, 2010. "Financial development and economic growth: a panel approach," Applied Economics Letters, Taylor & Francis Journals, vol. 17(8), pages 741-745.
  24. Pasaran, M.H. & Im, K.S. & Shin, Y., 1995. "Testing for Unit Roots in Heterogeneous Panels," Cambridge Working Papers in Economics 9526, Faculty of Economics, University of Cambridge.
  25. Barro, Robert J., 1974. "Are Government Bonds Net Wealth?," Scholarly Articles 3451399, Harvard University Department of Economics.
  26. Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
  27. James B. Ang & Warwick J. McKibbin, 2005. "Financial Liberalization, Financial Sector Development And Growth: Evidence From Malaysia," CAMA Working Papers 2005-05, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  28. Irwin, Douglas A. & Tervio, Marko, 2002. "Does trade raise income?: Evidence from the twentieth century," Journal of International Economics, Elsevier, vol. 58(1), pages 1-18, October.
  29. Paul Wachtel, 2003. "How much do we really know about growth and finance?," Economic Review, Federal Reserve Bank of Atlanta, issue Q1, pages 33-47.
  30. Arellano, Manuel, 2003. "Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780199245291, March.
  31. Fry, Maxwell J, 1997. "In Favour of Financial Liberalisation," Economic Journal, Royal Economic Society, vol. 107(442), pages 754-70, May.
  32. Devarajan, Shantayanan & Swaroop, Vinaya & Heng-fu, Zou, 1996. "The composition of public expenditure and economic growth," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 313-344, April.
  33. King, Robert G. & Levine, Ross, 1993. "Finance and growth : Schumpeter might be right," Policy Research Working Paper Series 1083, The World Bank.
  34. 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.
  35. Campos, Nauro F & Kinoshita, Yuko, 2008. "Foreign Direct Investment and Structural Reforms: Evidence from Eastern Europe and Latin America," IZA Discussion Papers 3332, Institute for the Study of Labor (IZA).
  36. Bruce E. Hansen, 1996. "Sample Splitting and Threshold Estimation," Boston College Working Papers in Economics 319., Boston College Department of Economics, revised 12 May 1998.
  37. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
  38. Ann Harrison, 1995. "Openness and Growth: A Time-Series, Cross-Country Analysis for Developing Countries," NBER Working Papers 5221, National Bureau of Economic Research, Inc.
  39. Pablo Emilio Guidotti & Jose De Gregorio, 1992. "Financial Development and Economic Growth," IMF Working Papers 92/101, International Monetary Fund.
  40. Sebastian Edwards, 1997. "Openness, Productivity and Growth: What Do We Really Know?," NBER Working Papers 5978, National Bureau of Economic Research, Inc.
  41. Ahmed, Shaghil, 1998. "Comment on "The Legal Environment, Banks, and Long-Run Economic Growth."," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(3), pages 614-20, August.
  42. Beck, Thorsten & Degryse, Hans & Kneer, Christiane, 2014. "Is more finance better? Disentangling intermediation and size effects of financial systems," Journal of Financial Stability, Elsevier, vol. 10(C), pages 50-64.
  43. Norman Loayza & Romain Ranciere, 2002. "Financial Development, Financial Fragility, and Growth," CESifo Working Paper Series 684, CESifo Group Munich.
  44. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2009. "Inflation and Growth: New Evidence From a Dynamic Panel Threshold Analysis," SFB 649 Discussion Papers SFB649DP2009-036, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
  45. Chee-Keong Choong, 2012. "Does domestic financial development enhance the linkages between foreign direct investment and economic growth?," Empirical Economics, Springer, vol. 42(3), pages 819-834, June.
  46. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
  47. Raghuram G. Rajan & Luigi Zingales, 1996. "Financial Dependence and Growth," NBER Working Papers 5758, National Bureau of Economic Research, Inc.
  48. Neil R. Ericsson & John S. Irons & Ralph W. Tryon, 2001. "Output and inflation in the long run," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 241-253.
  49. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
  50. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
  51. OZTURK, Ilhan, 2008. "Financial Development And Economic Growth: Evidence From Turkey," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 8(1), pages 85-98.
  52. Beck, Thorsten, 2008. "The econometrics of finance and growth," Policy Research Working Paper Series 4608, The World Bank.
  53. Savvides, Andreas, 1995. "Economic growth in Africa," World Development, Elsevier, vol. 23(3), pages 449-458, March.
  54. Pesaran, M Hashem, 1997. "The Role of Economic Theory in Modelling the Long Run," Economic Journal, Royal Economic Society, vol. 107(440), pages 178-91, January.
  55. Bencivenga, Valerie R & Smith, Bruce D, 1991. "Financial Intermediation and Endogenous Growth," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 195-209, April.
  56. Nauro F Campos & Yuko Kinoshita, 2010. "Structural Reforms, Financial Liberalization, and Foreign Direct Investment," IMF Staff Papers, Palgrave Macmillan, vol. 57(2), pages 326-365, June.
  57. Xavier X. Sala-i-Martin, 1997. "I Just Ran Four Million Regressions," NBER Working Papers 6252, National Bureau of Economic Research, Inc.
  58. Demirguc-Kunt, Asli & Levine, Ross, 1999. "Bank-based and market-based financial systems - cross-country comparisons," Policy Research Working Paper Series 2143, The World Bank.
  59. 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.
  60. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
  61. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-58, June.
  62. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
  63. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
  64. Dimitrios Asteriou & Vassilis Monastiriotis, 2004. "What do unions do at the large scale? Macro-economic evidence from a panel of OECD countries," Journal of Applied Economics, Universidad del CEMA, vol. 0, pages 27-46, May.
  65. Dollar, David & Kraay, Aart, 2003. "Institutions, trade, and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 133-162, January.
  66. Pesaran, M. H. & Shin, Y. & Smith, R. P., 1997. "Pooled Estimation of Long-run Relationships in Dynamic Heterogeneous Panels," Cambridge Working Papers in Economics 9721, Faculty of Economics, University of Cambridge.
  67. David Roodman, 2006. "How to Do xtabond2: An Introduction to "Difference" and "System" GMM in Stata," Working Papers 103, Center for Global Development.
  68. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
  69. Dollar, David, 1992. "Outward-Oriented Developing Economies Really Do Grow More Rapidly: Evidence from 95 LDCs, 1976-1985," Economic Development and Cultural Change, University of Chicago Press, vol. 40(3), pages 523-44, April.
  70. Mohsin S. Khan & Abdelhak S. Senhadji, 2003. "Financial Development and Economic Growth: A Review and New Evidence," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 12(Supplemen), pages 89-110, September.
  71. Thomas Gries & Manfred Kraft & Daniel Meierrieks, 2008. "Linkages between Financial Deepening,Trade Openness and Economic Development: Causality Evidence from Sub-Saharan Africa," Working Papers CIE 15, University of Paderborn, CIE Center for International Economics.
  72. Greenwood, J. & Jovanovic, B., 1988. "Financial Development, Growth, And The Distribution Of Income," RCER Working Papers 131, University of Rochester - Center for Economic Research (RCER).
  73. Deidda, Luca & Fattouh, Bassam, 2002. "Non-linearity between finance and growth," Economics Letters, Elsevier, vol. 74(3), pages 339-345, February.
  74. Felix Rioja & Neven Valev, 2004. "Finance and the Sources of Growth at Various Stages of Economic Development," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 127-140, January.
  75. Christer Ljungwall & Junjie Li, 2007. "Financial Sector Development, FDI and Economic Growth in China," Finance Working Papers 22026, East Asian Bureau of Economic Research.
  76. Ben-David, Dan, 1993. "Equalizing Exchange: Trade Liberalization and Income Convergence," The Quarterly Journal of Economics, MIT Press, vol. 108(3), pages 653-79, August.
  77. Zhicheng LIANG & Ping HUA & Sylviane GUILLAUMONT JEANNENEY, 2006. "Financial Development, Economic Efficiency and Productivity Growth: Evidence from China," Working Papers 200625, CERDI.
  78. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
  79. Calderon, Cesar & Liu, Lin, 2003. "The direction of causality between financial development and economic growth," Journal of Development Economics, Elsevier, vol. 72(1), pages 321-334, October.
  80. Thorsten Beck & Ross Levine, 2002. "Industry Growth and Capital Allocation: Does Having a Market- or Bank-Based System Matter?," NBER Working Papers 8982, National Bureau of Economic Research, Inc.
  81. Paul M Romer, 1999. "Increasing Returns and Long-Run Growth," Levine's Working Paper Archive 2232, David K. Levine.
  82. Luintel, Kul B. & Khan, Mosahid, 1999. "A quantitative reassessment of the finance-growth nexus: evidence from a multivariate VAR," Journal of Development Economics, Elsevier, vol. 60(2), pages 381-405, December.
  83. Liang, Qi & Teng, Jian-Zhou, 2006. "Financial development and economic growth: Evidence from China," China Economic Review, Elsevier, vol. 17(4), pages 395-411.
  84. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
  85. Karavias, Yiannis & Tzavalis, Elias, 2014. "Testing for unit roots in short panels allowing for a structural break," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 391-407.
  86. Sean Holly & Mehdi Raissi, 2009. "The Macroeconomic Effects of European Financial Development: A Heterogenous Panel Analysis," Working Paper / FINESS 1.4, DIW Berlin, German Institute for Economic Research.
  87. Hauner, David, 2009. "Public debt and financial development," Journal of Development Economics, Elsevier, vol. 88(1), pages 171-183, January.
  88. Khalifa Al-Yousif, Yousif, 2002. "Financial development and economic growth: Another look at the evidence from developing countries," Review of Financial Economics, Elsevier, vol. 11(2), pages 131-150.
  89. Rousseau, Peter L. & Wachtel, Paul, 2002. "Inflation thresholds and the finance-growth nexus," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 777-793, November.
  90. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501, March.
  91. Greenwood, Jeremy & Smith, Bruce D., 1997. "Financial markets in development, and the development of financial markets," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 145-181, January.
  92. Kar, Muhsin & NazlIoglu, Saban & AgIr, Hüseyin, 2011. "Financial development and economic growth nexus in the MENA countries: Bootstrap panel granger causality analysis," Economic Modelling, Elsevier, vol. 28(1-2), pages 685-693, January.
  93. Law, Siong Hook & Azman-Saini, W.N.W. & Ibrahim, Mansor H., 2013. "Institutional quality thresholds and the finance – Growth nexus," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5373-5381.
  94. Lind, Jo Thori & Mehlum, Halvor, 2007. "With or Without U? The appropriate test for a U shaped relationship," Memorandum 21/2007, Oslo University, Department of Economics.
  95. repec:fth:wobaco:1083 is not listed on IDEAS
  96. M. Kabir Hassan & Jung Suk-Yu, 2007. "Financial Development and Economic Growth: New Evidence from Panel Data," NFI Working Papers 2007-WP-10, Indiana State University, Scott College of Business, Networks Financial Institute.
  97. Owen, Ann L. & Temesvary, Judit, 2014. "Heterogeneity in the growth and finance relationship: How does the impact of bank finance vary by country and type of lending?," International Review of Economics & Finance, Elsevier, vol. 31(C), pages 275-288.
  98. Christopoulos, Dimitris K. & Tsionas, Efthymios G., 2004. "Financial development and economic growth: evidence from panel unit root and cointegration tests," Journal of Development Economics, Elsevier, vol. 73(1), pages 55-74, February.
  99. Robert J. Barro, 1989. "Economic Growth in a Cross Section of Countries," NBER Working Papers 3120, National Bureau of Economic Research, Inc.
  100. Simon Kuznets, 1955. "International Differences in Capital Formation and Financing," NBER Chapters, in: Capital Formation and Economic Growth, pages 19-111 National Bureau of Economic Research, Inc.
  101. Badi H. Baltagi & James M. Griffin & Weiwen Xiong, 2000. "To Pool Or Not To Pool: Homogeneous Versus Hetergeneous Estimations Applied to Cigarette Demand," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 117-126, February.
  102. Futagami, Koichi & Morita, Yuichi & Shibata, Akihisa, 1993. " Dynamic Analysis of an Endogenous Growth Model with Public Capital," Scandinavian Journal of Economics, Wiley Blackwell, vol. 95(4), pages 607-25, December.
  103. Prabir Bhattacharya & M. N. Sivasubramanian, 2003. "Financial development and economic growth in India: 1970-1971 to 1998-1999," Applied Financial Economics, Taylor & Francis Journals, vol. 13(12), pages 925-929.
  104. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2010. "Does foreign direct investment promote growth? Exploring the role of financial markets on linkages," Journal of Development Economics, Elsevier, vol. 91(2), pages 242-256, March.
  105. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  106. Sugata Ghosh & Andros Gregoriou, 2008. "The composition of government spending and growth: is current or capital spending better?," Oxford Economic Papers, Oxford University Press, vol. 60(3), pages 484-516, July.
  107. Demetriades, Panicos O & Luintel, Kul B, 1996. "Financial Development, Economic Growth and Banker Sector Controls: Evidence from India," Economic Journal, Royal Economic Society, vol. 106(435), pages 359-74, March.
  108. Ho-Chuan Huang & Shu-Chin Lin, 2009. "Non-linear finance-growth nexus," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 17(3), pages 439-466, 07.
  109. Xu, Zhenhui, 2000. "Financial Development, Investment, and Economic Growth," Economic Inquiry, Western Economic Association International, vol. 38(2), pages 331-44, April.
  110. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
  111. Steve Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  112. Bick, Alexander, 2010. "Threshold effects of inflation on economic growth in developing countries," Economics Letters, Elsevier, vol. 108(2), pages 126-129, August.
  113. 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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