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The Finance-Growth Nexus: the role of banks

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  • Thiago Christiano Silva
  • Benjamin Miranda Tabak
  • Marcela Tetzner Laiz

Abstract

We contribute to the finance-growth nexus literature by showing that credit origin, bank ownership, credit modality and bank type matter for economic growth. We use a unique dataset covering 5,555 municipalities in the Brazilian economy with granular information on credit characteristics. We find that non-earmarked credit to the corporate sector associates with municipal economic growth more strongly than earmarked credit, despite the increase in relevance of the latter after the global financial crisis. We also find that the credit modality---whether it is general purpose or purpose-specific loans---associates with economic growth in different ways. Overall, credit provided by domestic private banks to the corporate sector correlates with higher economic growth rates. In contrast, only after the crisis the relationship between credit from state-owned banks and economic growth becomes statistically significant. While we follow the finance-growth literature in our empirical exercises using internal instruments in GMM estimations, we also provide robustness tests using two additional external instruments: the number of complaints filed against each bank and the local credit accessibility. Our results with external instruments indicate the same findings with respect to the use of traditional internal instruments in GMM estimations.

Suggested Citation

  • Thiago Christiano Silva & Benjamin Miranda Tabak & Marcela Tetzner Laiz, 2019. "The Finance-Growth Nexus: the role of banks," Working Papers Series 506, Central Bank of Brazil, Research Department.
  • Handle: RePEc:bcb:wpaper:506
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    as
    1. Bonomo, Marco & Brito, Ricardo D. & Martins, Bruno, 2015. "The after crisis government-driven credit expansion in Brazil: A firm level analysis," Journal of International Money and Finance, Elsevier, vol. 55(C), pages 111-134.
    2. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    3. Tabak, Benjamin M. & Fazio, Dimas M. & Cajueiro, Daniel O., 2011. "The effects of loan portfolio concentration on Brazilian banks' return and risk," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3065-3076, November.
    4. Breitenlechner, Max & Gächter, Martin & Sindermann, Friedrich, 2015. "The finance–growth nexus in crisis," Economics Letters, Elsevier, vol. 132(C), pages 31-33.
    5. Beck, Thorsten & Lu, Liping & Yang, Rudai, 2015. "Finance and Growth for Microenterprises: Evidence from Rural China," World Development, Elsevier, vol. 67(C), pages 38-56.
    6. Easterly, William & Levine, Ross, 2003. "Tropics, germs, and crops: how endowments influence economic development," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 3-39, January.
    7. Beck, Roland & Georgiadis, Georgios & Straub, Roland, 2014. "The finance and growth nexus revisited," Economics Letters, Elsevier, vol. 124(3), pages 382-385.
    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. Koop, Gary & Osiewalski, Jacek & Steel, Mark F J, 2000. "Modeling the Sources of Output Growth in a Panel of Countries," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(3), pages 284-299, July.
    10. Cecilia Garcia-Penalosa & Eve Caroli & Philippe Aghion, 1999. "Inequality and Economic Growth: The Perspective of the New Growth Theories," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1615-1660, December.
    11. Schiavo, Stefano & Vaona, Andrea, 2008. "Poolability and the finance-growth nexus: A cautionary note," Economics Letters, Elsevier, vol. 98(2), pages 144-147, February.
    12. 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.
    13. 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.
    14. Abedifar, Pejman & Hasan, Iftekhar & Tarazi, Amine, 2016. "Finance-growth nexus and dual-banking systems: Relative importance of Islamic banks," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 198-215.
    15. Herwartz, Helmut & Walle, Yabibal M., 2014. "Openness and the finance-growth nexus," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 235-247.
    16. repec:dau:papers:123456789/10091 is not listed on IDEAS
    17. Persson, Torsten & Tabellini, Guido, 1994. "Is Inequality Harmful for Growth?," American Economic Review, American Economic Association, vol. 84(3), pages 600-621, June.
    18. Staub, Roberta B. & da Silva e Souza, Geraldo & Tabak, Benjamin M., 2010. "Evolution of bank efficiency in Brazil: A DEA approach," European Journal of Operational Research, Elsevier, vol. 202(1), pages 204-213, April.
    19. Maher Hasan & Jemma Dridi, 2011. "The Effects Of The Global Crisis On Islamic And Conventional Banks: A Comparative Study," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 2(02), pages 163-200.
    20. 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.
    21. Hasan, Iftekhar & Koetter, Michael & Wedow, Michael, 2009. "Regional growth and finance in Europe: Is there a quality effect of bank efficiency?," Journal of Banking & Finance, Elsevier, vol. 33(8), pages 1446-1453, August.
    22. Adolfo Barajas & Ralph Chami & Seyed Reza Yousefi, 2016. "The Finance and Growth Nexus Re-Examined: Do All Countries Benefit Equally?," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 1(5), pages 5-38, June.
    23. Soedarmono, Wahyoe & Hasan, Iftekhar & Arsyad, Nuruzzaman, 2017. "Non-linearity in the finance-growth nexus: Evidence from Indonesia," International Economics, Elsevier, vol. 150(C), pages 19-35.
    24. Torres, Ernani & Zeidan, Rodrigo, 2016. "The life-cycle of national development banks: The experience of Brazil's BNDES," The Quarterly Review of Economics and Finance, Elsevier, vol. 62(C), pages 97-104.
    25. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    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. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    28. De Mello, João Manoel P. & Garcia, Márcio G.P., 2012. "Bye, bye financial repression, hello financial deepening: The anatomy of a financial boom," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(2), pages 135-153.
    29. repec:zbw:bofrdp:2009_013 is not listed on IDEAS
    30. Asli Demeirgüç-Kunt & Ross Levine (ed.), 0. "Finance and Growth," Books, Edward Elgar Publishing, number 17119.
    31. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    32. Beck, Thorsten & Lundberg, Mattias & Majnoni, Giovanni, 2006. "Financial intermediary development and growth volatility: Do intermediaries dampen or magnify shocks?," Journal of International Money and Finance, Elsevier, vol. 25(7), pages 1146-1167, November.
    33. Levine, Ross, 1999. "Law, Finance, and Economic Growth," Journal of Financial Intermediation, Elsevier, vol. 8(1-2), pages 8-35, January.
    34. Silva, Sergio H.R. da & Tabak, Benjamin M. & Cajueiro, Daniel O. & Fazio, Dimas M., 2017. "Economic growth, volatility and their interaction: What’s the role of finance?," Economic Systems, Elsevier, vol. 41(3), pages 433-444.
    35. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    36. Ana Carla A. Costa & João M. P. De Mello, 2008. "Judicial Risk and Credit Market Performance: Micro Evidence from Brazilian Payroll Loans," NBER Chapters, in: Financial Markets Volatility and Performance in Emerging Markets, pages 155-184, National Bureau of Economic Research, Inc.
    37. Clarke, George R. G., 1995. "More evidence on income distribution and growth," Journal of Development Economics, Elsevier, vol. 47(2), pages 403-427, August.
    38. Masih, Rumi & Peters, Sanjay, 2010. "A revisitation of the savings-growth nexus in Mexico," Economics Letters, Elsevier, vol. 107(3), pages 318-320, June.
    39. Demirguc-Kunt, Asli & Levine, Ross, 2008. "Finance and economic opportunity," Policy Research Working Paper Series 4468, The World Bank.
    40. 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.
    41. Mallick, Debdulal, 2014. "Financial Development, Shocks, And Growth Volatility," Macroeconomic Dynamics, Cambridge University Press, vol. 18(3), pages 651-688, April.
    42. Doumpos, Michael & Hasan, Iftekhar & Pasiouras, Fotios, 2017. "Bank overall financial strength: Islamic versus conventional banks," Economic Modelling, Elsevier, vol. 64(C), pages 513-523.
    43. Bos, J.W.B. & Economidou, C. & Koetter, M. & Kolari, J.W., 2010. "Do all countries grow alike?," Journal of Development Economics, Elsevier, vol. 91(1), pages 113-127, January.
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    2. Hazwan Haini & Lutfi Abdul Razak & Pang Wei Loon & Sufrizul Husseini, 2023. "Re-examining the finance–institutions–growth nexus: does financial integration matter?," Economic Change and Restructuring, Springer, vol. 56(3), pages 1895-1924, June.
    3. Patrick Behr & Lars Norden & Raquel Oliveira, 2020. "Labor and Finance: the effect of bank relationships," Working Papers Series 534, Central Bank of Brazil, Research Department.

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    More about this item

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • F15 - International Economics - - Trade - - - Economic Integration
    • F18 - International Economics - - Trade - - - Trade and Environment
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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