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Financial intermediation analysis from financial flows

Author

Listed:
  • Claudio Oliveira De Moraes
  • José Americo Pereira Antunes
  • Adriano Rodrigues

Abstract

Purpose - The purpose of this paper is to analyze the financial friction effect of non-performing loans (NPLs) on financial intermediation (FI) through empirical evidence from the Brazilian experience. Design/methodology/approach - The authors develop a new variable, financial intermediation flow and a new indicator, FI, both measures of FI. To empirically test FI, the authors use a dynamic panel data framework that draws on 101 banks (December 2000 to December 2015). Findings - An increase in NPL reduces FI. Thus, NPL amplifies financial friction in FI. This result holds in different time frames, such as the pre-crisis period, the crisis period and the post-crisis period. Practical implications - The FI measure developed in this study offers the policymakers a possibility to monitor financial stability. Originality/value - This study adds to this debate by proposing a measure of FI derived from financial flows. This measure allows one to estimate the role of NPL as a financial friction that can pose a threat to financial stability.

Suggested Citation

  • Claudio Oliveira De Moraes & José Americo Pereira Antunes & Adriano Rodrigues, 2019. "Financial intermediation analysis from financial flows," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(3), pages 727-747, August.
    • Handle: RePEc:eme:jespps:jes-10-2017-0302
    DOI: 10.1108/JES-10-2017-0302
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    as
    1. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    2. Drehmann, Mathias & Juselius, Mikael, 2014. "Evaluating early warning indicators of banking crises: Satisfying policy requirements," International Journal of Forecasting, Elsevier, vol. 30(3), pages 759-780.
    3. de Mendonça, Helder Ferreira & Barcelos, Vívian Íris, 2015. "Securitization and credit risk: Empirical evidence from an emerging economy," The North American Journal of Economics and Finance, Elsevier, vol. 32(C), pages 12-28.
    4. International Monetary Fund, 2012. "Brazil: Detailed Assessment of Observance of Basel Core Principles for Effective Banking Supervision," IMF Staff Country Reports 2012/207, International Monetary Fund.
    5. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    6. Mishkin, Frederic S, 1992. "Anatomy of a Financial Crisis," Journal of Evolutionary Economics, Springer, vol. 2(2), pages 115-130, August.
    7. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    8. Cardone-Riportella, Clara & Samaniego-Medina, Reyes & Trujillo-Ponce, Antonio, 2010. "What drives bank securitisation? The Spanish experience," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2639-2651, November.
    9. Maria Kasselaki & Athanasios Tagkalakis, 2014. "Financial soundness indicators and financial crisis episodes," Annals of Finance, Springer, vol. 10(4), pages 623-669, November.
    10. Blaise Gadanecz & Kaushik Jayaram, 2009. "Measures of financial stability - a review," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Proceedings of the IFC Conference on "Measuring financial innovation and its impact", Basel, 26-27 August 2008, volume 31, pages 365-380, Bank for International Settlements.
    11. Gopal V. Krishnan & James A. Largay III, 2000. "The Predictive Ability of Direct Method Cash Flow Information," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 27(1&2), pages 215-245.
    12. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    13. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    14. Tabak, Benjamin Miranda, 2013. "Financial Stability and Monetary Policy - The case of Brazil," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 67(4), November.
    15. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    16. 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.
    17. Frederic S. Mishkin, 2001. "Prudential Supervision: Why Is It Important and What Are the Issues?," NBER Chapters, in: Prudential Supervision: What Works and What Doesn't, pages 1-30, National Bureau of Economic Research, Inc.
    18. Stephen S Poloz, 2015. "Integrating Financial Stability into Monetary Policy," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 50(4), pages 200-205, October.
    19. Mathias Dewatripont & Jean Tirole, 1994. "The prudential regulation of banks," ULB Institutional Repository 2013/9539, ULB -- Universite Libre de Bruxelles.
    20. de Moraes, Claudio Oliveira & Montes, Gabriel Caldas & Antunes, José Américo Pereira, 2016. "How does capital regulation react to monetary policy? New evidence on the risk-taking channel," Economic Modelling, Elsevier, vol. 56(C), pages 177-186.
    21. Foos, Daniel & Norden, Lars & Weber, Martin, 2010. "Loan growth and riskiness of banks," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2929-2940, December.
    22. Borio, Claudio & Zhu, Haibin, 2012. "Capital regulation, risk-taking and monetary policy: A missing link in the transmission mechanism?," Journal of Financial Stability, Elsevier, vol. 8(4), pages 236-251.
    23. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
    24. Bhagat, Sanjai & Bolton, Brian & Lu, Jun, 2015. "Size, leverage, and risk-taking of financial institutions," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 520-537.
    25. 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.
    26. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2011. "Anchoring Countercyclical Capital Buffers: The role of Credit Aggregates," International Journal of Central Banking, International Journal of Central Banking, vol. 7(4), pages 189-240, December.
    27. Guillermo A. Calvo & Alejandro Izquierdo & Ernesto Talvi, 2006. "Sudden Stops and Phoenix Miracles in Emerging Markets," American Economic Review, American Economic Association, vol. 96(2), pages 405-410, May.
    28. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    29. Claudio Oliveira De Moraes & Helder Ferreira de Mendonça, 2017. "The bridge between macro and micro banking regulation," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(2), pages 214-225, May.
    30. Frank Smets, 2014. "Financial Stability and Monetary Policy: How Closely Interlinked?," International Journal of Central Banking, International Journal of Central Banking, vol. 10(2), pages 263-300, June.
    31. International Monetary Fund, 2012. "Brazil: Detailed Assessment of Observance of Insurance Core Principles of the International Association of Insurance Supervisors," IMF Staff Country Reports 2012/334, International Monetary Fund.
    32. 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.
    33. Mr. Garry J. Schinasi, 2004. "Defining Financial Stability," IMF Working Papers 2004/187, International Monetary Fund.
    34. Leonardo Gambacorta, 2009. "Monetary policy and the risk-taking channel," BIS Quarterly Review, Bank for International Settlements, December.
    35. Claudio Borio & Craig Furfine & Philip Lowe, 2001. "Procyclicality of the financial system and financial stability: issues and policy options," BIS Papers chapters, in: Bank for International Settlements (ed.), Marrying the macro- and micro-prudential dimensions of financial stability, volume 1, pages 1-57, Bank for International Settlements.
    36. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    37. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    38. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, vol. 100(5), pages 1941-1966, December.
    39. repec:fgv:epgrbe:v:67:n:4:a:2 is not listed on IDEAS
    40. Arellano, Manuel, 2003. "Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780199245291, Decembrie.
    41. de Haan, Leo & van den End, Jan Willem, 2013. "Banks’ responses to funding liquidity shocks: Lending adjustment, liquidity hoarding and fire sales," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 152-174.
    42. Kenourgios, Dimitris & Samitas, Aristeidis & Paltalidis, Nikos, 2011. "Financial crises and stock market contagion in a multivariate time-varying asymmetric framework," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(1), pages 92-106, February.
    43. Nir Klein, 2013. "Non-Performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance," IMF Working Papers 2013/072, International Monetary Fund.
    44. Bryant, John, 1980. "A model of reserves, bank runs, and deposit insurance," Journal of Banking & Finance, Elsevier, vol. 4(4), pages 335-344, December.
    45. Gopal V. Krishnan & James A. Largay III, 2000. "The Predictive Ability of Direct Method Cash Flow Information," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 27(1‐2), pages 215-245, January.
    46. Xavier Freixas & Jean-Charles Rochet, 1997. "Microeconomics of Banking," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262061937, December.
    47. Michael Woodford, 2010. "Financial Intermediation and Macroeconomic Analysis," Journal of Economic Perspectives, American Economic Association, vol. 24(4), pages 21-44, Fall.
    48. Gertler, Mark & Karadi, Peter, 2011. "A model of unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 17-34, January.
    49. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
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    More about this item

    Keywords

    Credit risk; Financial intermediation; Financial stability; Financial flows; Financial friction; E44; E58; G38;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

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