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Bank lending procyclicality and credit quality during financial crises

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  • Caporale, Guglielmo Maria
  • Di Colli, Stefano
  • Lopez, Juan Sergio

Abstract

This paper analyses macroeconomic and financial determinants of bad loans applying a SVAR approach to investigate whether excessive loans granted during expansionary phases can explain the more than proportional increase in non-performing loans during contractionary periods. The results indicate that the effects of a permanent shock to bad loans on the excess of credit are significant and persistent for bad loans to firms, but not for bad loans to households or in the case of Cooperative Credit Banks, who adopt more efficient lending policies.

Suggested Citation

  • Caporale, Guglielmo Maria & Di Colli, Stefano & Lopez, Juan Sergio, 2014. "Bank lending procyclicality and credit quality during financial crises," Economic Modelling, Elsevier, vol. 43(C), pages 142-157.
    • Handle: RePEc:eee:ecmode:v:43:y:2014:i:c:p:142-157
    DOI: 10.1016/j.econmod.2014.07.031
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    1. Blanchard, Olivier Jean & Quah, Danny, 1989. "The Dynamic Effects of Aggregate Demand and Supply Disturbances," American Economic Review, American Economic Association, vol. 79(4), pages 655-673, September.
    2. Glenn Hoggarth & Steffen Sorensen & Lea Zicchino, 2005. "Stress tests of UK banks using a VAR approach," Bank of England working papers 282, Bank of England.
    3. repec:idb:wpaper:318 is not listed on IDEAS
    4. Jacob A. Bikker & Haixia Hu, 2002. "Cyclical patterns in profits, provisioning and lending of banks and procyclicality of the new Basel capital requirements," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 55(221), pages 143-175.
    5. Ivan Baboucek & Martin Jancar, 2005. "Effects of Macroeconomic Shocks to the Quality of the Aggregate Loan Portfolio," Working Papers 2005/01, Czech National Bank.
    6. Arturo Estrella & Frederic S. Mishkin, 1998. "Predicting U.S. Recessions: Financial Variables As Leading Indicators," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 45-61, February.
    7. Poloni, Paolo & Agresti, Anna Maria & Baudino, Patrizia, 2008. "The ECB and IMF indicators for the macro-prudential analysis of the banking sector: a comparison of the two approaches," Occasional Paper Series 99, European Central Bank.
    8. Anna Maria Agresti & Patrizia Baudino & Paolo Poloni, 2008. "The ECB and IMF indicators for the macro-prudential analysis of the banking sector: a comparison of the two approaches," Occasional Paper Series 99, European Central Bank.
    9. J. Bradford De Long & Lawrence H. Summers, 1991. "Equipment Investment and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 445-502.
    10. Bikker, J.A. & Metzemakers, P.A.J., 2005. "Bank provisioning behaviour and procyclicality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(2), pages 141-157, April.
    11. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    12. Michele Gambera, 2000. "Simple forecasts of bank loan quality in the business cycle," Emerging Issues, Federal Reserve Bank of Chicago, issue Apr.
    13. Abhijit V. Banerjee & Timothy Besley & Timothy W. Guinnane, 1994. "Thy Neighbor's Keeper: The Design of a Credit Cooperative with Theory and a Test," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 491-515.
    14. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    15. N. Gregory Mankiw & Jeffrey A. Miron, 1986. "The Changing Behavior of the Term Structure of Interest Rates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(2), pages 211-228.
    16. William R. Keeton & Charles S. Morris, 1987. "Why do banks' loan losses differ?," Economic Review, Federal Reserve Bank of Kansas City, vol. 72(May), pages 3-21.
    17. Fama, Eugene F., 1984. "The information in the term structure," Journal of Financial Economics, Elsevier, vol. 13(4), pages 509-528, December.
    18. Angelini, P. & Di Salvo, R. & Ferri, G., 1998. "Availability and cost of credit for small businesses: Customer relationships and credit cooperatives," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 925-954, August.
    19. Stiglitz, Joseph E, 1990. "Peer Monitoring and Credit Markets," The World Bank Economic Review, World Bank, vol. 4(3), pages 351-366, September.
    20. Marcello Bofondi & Tiziano Ropele, 2011. "Macroeconomic determinants of bad loans: evidence from Italian banks," Questioni di Economia e Finanza (Occasional Papers) 89, Bank of Italy, Economic Research and International Relations Area.
    21. repec:onb:oenbwp:y:2002:i:3:b:3 is not listed on IDEAS
    22. Marcucci, Juri & Quagliariello, Mario, 2008. "Is bank portfolio riskiness procyclical: Evidence from Italy using a vector autoregression," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(1), pages 46-63, February.
    23. Estrella, Arturo & Hardouvelis, Gikas A, 1991. "The Term Structure as a Predictor of Real Economic Activity," Journal of Finance, American Finance Association, vol. 46(2), pages 555-576, June.
    24. Michael Gavin & Ricardo Hausmann, 1996. "The Roots of Banking Crises: The Macroeconomic Context," Research Department Publications 4026, Inter-American Development Bank, Research Department.
    25. Harvir Kalirai & Martin Scheicher, 2002. "Macroeconomic Stress Testing: Preliminary Evidence for Austria," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 3, pages 58-74.
    26. Renato Filosa, 2007. "Stress testing of the stability of the Italian banking system: a VAR approach," Heterogeneity and monetary policy 0703, Universita di Modena e Reggio Emilia, Dipartimento di Economia Politica.
    27. Rinaldi, Laura & Sanchis-Arellano, Alicia, 2006. "Household debt sustainability: what explains household non-performing loans? An empirical analysis," Working Paper Series 570, European Central Bank.
    28. William R. Keeton, 1999. "Does faster loan growth lead to higher loan losses?," Economic Review, Federal Reserve Bank of Kansas City, vol. 84(Q II), pages 57-75.
    29. Fabio R. Chaddad & Michael L. Cook, 2004. "Understanding New Cooperative Models: An Ownership–Control Rights Typology," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 26(3), pages 348-360.
    30. Mr. Martin Cihak & Mr. Heiko Hesse, 2007. "Cooperative Banks and Financial Stability," IMF Working Papers 2007/002, International Monetary Fund.
    31. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
    32. Markus Arpa & Irene Giulini & Andreas Ittner & Franz Pauer, 2001. "The influence of macroeconomic developments on Austrian banks: implications for banking supervision," BIS Papers chapters, in: Bank for International Settlements (ed.), Marrying the macro- and micro-prudential dimensions of financial stability, volume 1, pages 91-116, Bank for International Settlements.
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    2. Raffaella Barone, 2018. "The Italian CCB Reform and Usury Credit Risk: A Quantitative Analysis," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(3), pages 463-496, November.
    3. Pallavi Chavan & Leonardo Gambacorta, 2019. "Bank lending and loan quality: an emerging economy perspective," Empirical Economics, Springer, vol. 57(1), pages 1-29, July.
    4. Dobromił Serwa & Piotr Wdowiński, 2017. "Modeling Macro-Financial Linkages: Combined Impulse Response Functions in SVAR Models," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 9(4), pages 323-357, December.
    5. Saom Shawleen Anita & Nishat Tasnova & Nousheen Nawar, 2022. "Are non-performing loans sensitive to macroeconomic determinants? an empirical evidence from banking sector of SAARC countries," Future Business Journal, Springer, vol. 8(1), pages 1-16, December.
    6. Guglielmo Maria Caporale & Matteo Alessi & Stefano Di Colli & Juan Sergio Lopez, 2015. "Loan Loss Provision: Some Empirical Evidence for Italian Banks," CESifo Working Paper Series 5253, CESifo.
    7. Solomon Y. Deku & Alper Kara & Artur Semeyutin, 2021. "The predictive strength of MBS yield spreads during asset bubbles," Review of Quantitative Finance and Accounting, Springer, vol. 56(1), pages 111-142, January.
    8. Krainer, Robert E., 2017. "Economic stability under alternative banking systems: Theory and policy," Journal of Financial Stability, Elsevier, vol. 31(C), pages 107-118.
    9. Abdelsalam, Omneya & Azmi, Wajahat & Disli, Mustafa & Kowsalya, V., 2023. "Bank lending cyclicality and ESG activities: Global evidence," Finance Research Letters, Elsevier, vol. 58(PD).
    10. Pallavi Chavan & Leonardo Gambacorta, 2016. "Bank lending and loan quality: the case of India," BIS Working Papers 595, Bank for International Settlements.
    11. Boufateh, Talel & Saadaoui, Zied, 2021. "The time-varying responses of financial intermediation and inflation to oil supply and demand shocks in the US: Evidence from Bayesian TVP-SVAR-SV approach," Energy Economics, Elsevier, vol. 102(C).
    12. Matteo Deleidi, 2019. "Endogenous money theory: horizontalists, structuralists and the credit market," Bulletin of Political Economy, Bulletin of Political Economy, vol. 13(1), pages 21-53, June.
    13. ROMAN Angela & BILAN Irina, 2015. "An Empirical Analysis Of The Macroeconomic Determinants Of Non-Performing Loans In Eu28 Banking Sector," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 67(2), pages 108-127.
    14. Matteo Alessi & Stefano Di Colli & Juan Sergio Lopez, 2014. "Loan Loss Provisioning and Relationship Banking in Italy: Practices and Empirical Evidence," Journal of Entrepreneurial and Organizational Diversity, European Research Institute on Cooperative and Social Enterprises, vol. 3(1), pages 111-129, June.

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    More about this item

    Keywords

    Loan losses; Macroeconomic determinants; Italian banking system; SVAR;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G1 - Financial Economics - - General Financial Markets
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes

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