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Banks' Performance over the Business Cycle: A Panel Analysis on Italian Intermediaries

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  • Mario Quagliariello

Abstract

Supervisors and policy makers pay increasing attention to the possible procyclical nature of banks’ behaviour. Indeed, to guarantee macro and financial stability, it is important to understand if, and to what extent, banks are affected by the macroeconomy and if there are second round effects. This paper provides a comprehensive investigation on these issues using a large dataset of Italian intermediaries over the period 1985-2002. In particular, estimating both static and dynamic models, it investigates whether loan loss provisions, nonperforming loans and the return on assets show a cyclical pattern. The estimated relations are then employed to carry out simple stress tests aiming at assessing the effects of macroeconomic shocks on banks’ balance sheets.

Suggested Citation

  • Mario Quagliariello, "undated". "Banks' Performance over the Business Cycle: A Panel Analysis on Italian Intermediaries," Discussion Papers 04/17, Department of Economics, University of York.
    • Handle: RePEc:yor:yorken:04/17
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    References listed on IDEAS

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    1. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
    2. Mr. Paul Louis Ceriel Hilbers & Mr. Alfredo Mario Leone & Mr. Mahinder Singh Gill & Mr. Owen Evens, 2000. "Macroprudential Indicators of Financial System Soundness," IMF Occasional Papers 2000/007, International Monetary Fund.
    3. Brookes, Martin & Dicks, Mike & Pradhan, Mahmood, 1994. "An empirical model of mortgage arrears and repossessions," Economic Modelling, Elsevier, vol. 11(2), pages 134-144, April.
    4. Giancarlo Bruno & Edoardo Otranto, 2003. "Dating the Italian Business Cycle: A Comparison of Procedures," Econometrics 0312003, University Library of Munich, Germany.
    5. Santiago Fernández de Lis & Jorge Martínez Pagés & Jesús Saurina, 2001. "Credit growth, problem loans and credit risk provisioning in Spain," BIS Papers chapters, in: Bank for International Settlements (ed.), Marrying the macro- and micro-prudential dimensions of financial stability, volume 1, pages 331-353, Bank for International Settlements.
    6. Ms. Brenda Gonzalez-Hermosillo, 1999. "Determinants of Ex-Ante Banking System Distress: A Macro-Micro Empirical Exploration of Some Recent Episodes," IMF Working Papers 1999/033, International Monetary Fund.
    7. Raghuram G. Rajan, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 399-441.
    8. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    9. repec:sae:niesru:v:139:y::i:1:p:88-94 is not listed on IDEAS
    10. Berger, Allen N. & Udell, Gregory F., 2004. "The institutional memory hypothesis and the procyclicality of bank lending behavior," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 458-495, October.
    11. Glenn Hoggarth & Andrew Logan & Lea Zicchino, 2005. "Macro stress tests of UK banks," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 392-408, Bank for International Settlements.
    12. E. P. Davis & S. G. B. Henry, 1994. "The Use of Financial Spreads As Indicator Variables: Evidence for the U.K. and Germany," IMF Working Papers 1994/031, International Monetary Fund.
    13. Ahmed, Anwer S. & Takeda, Carolyn & Thomas, Shawn, 1999. "Bank loan loss provisions: a reexamination of capital management, earnings management and signaling effects," Journal of Accounting and Economics, Elsevier, vol. 28(1), pages 1-25, November.
    14. Andrew P. Meyer & Timothy J. Yeager, 2001. "Are small rural banks vulnerable to local economic downturns?," Review, Federal Reserve Bank of St. Louis, vol. 83(Mar), pages 25-38.
    15. Darren Pain, 2003. "The provisioning experience of the major UK banks: a small panel investigation," Bank of England working papers 177, Bank of England.
    16. 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.
    17. Stefan Gerlach & Wensheng Peng & Chang Shu, 2005. "Macroeconomic conditions and banking performance in Hong Kong SAR: a panel data study," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 481-97, Bank for International Settlements.
    18. 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.
    19. Michele Gambera, 2000. "Simple forecasts of bank loan quality in the business cycle," Emerging Issues, Federal Reserve Bank of Chicago, issue Apr.
    20. International Monetary Fund, 2000. "Loan Review, Provisioning, and Macroeconomic Linkages," IMF Working Papers 2000/195, International Monetary Fund.
    21. E Philip Davis, 1999. "Financial data needs for macroprudential surveillance - What are the key indicators of risks to domestic financial stability?," Lectures, Centre for Central Banking Studies, Bank of England, number 2, April.
    22. Maria Soledad Martinez Peria & Mr. Giovanni Majnoni & Mr. Matthew T Jones & Mr. Winfrid Blaschke, 2001. "Stress Testing of Financial Systems: An Overview of Issues, Methodologies, and FSAP Experiences," IMF Working Papers 2001/088, International Monetary Fund.
    23. repec:zbw:bofrdp:2001_006 is not listed on IDEAS
    24. 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.
    25. 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.
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    Citations

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    Cited by:

    1. Beckmann, Rainer, 2007. "Profitability of Western European banking systems: panel evidence on structural and cyclical determinants," Discussion Paper Series 2: Banking and Financial Studies 2007,17, Deutsche Bundesbank.
    2. Miss Rita Babihuga, 2007. "Macroeconomic and Financial Soundness Indicators: An Empirical Investigation," IMF Working Papers 2007/115, International Monetary Fund.
    3. Mario Quagliariello, 2009. "Macroeconomic uncertainty and banks' lending decisions: the case of Italy," Applied Economics, Taylor & Francis Journals, vol. 41(3), pages 323-336.
    4. Stefan Hlawatsch & Sebastian Ostrowski, 2009. "Economic Loan Loss Provision and Expected Loss," FEMM Working Papers 09013, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    5. Stefano Puddu, 2013. "Real Sector and Banking System: Real and Feedback Effects. A Non-Linear VAR Approach," IRENE Working Papers 13-01, IRENE Institute of Economic Research.
    6. 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.
    7. Sebastiano Laviola & Juri Marcucci & Mario Quagliariello, 2006. "Stress testing credit risk: experience from the italian FSAP," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 59(238), pages 269-291.
    8. Carlo Brambilla & Giandomenico Piluso, 2007. "Are Banks Procyclical? Evidence from the Italian Case (1890-1973)," Department of Economics University of Siena 523, Department of Economics, University of Siena.
    9. Stefano Puddu, 2013. "Optimal Weights and Stress Banking Indexes," IRENE Working Papers 13-02, IRENE Institute of Economic Research.
    10. Natalia Podlich & Didar Illyasov & Elena Tsoy & Shynar Shaikh, 2010. "The Methodology of Stress Tests for the Kazakh Banking System," ifo Working Paper Series 85, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    11. Sophocles Vogiazas & Constantinos Alexiou, 2013. "Liquidity And The Business Cycle: Empirical Evidence From The Greek Banking Sector," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 58(199), pages 109-126, October -.
    12. Adam Głogowski, 2008. "Macroeconomic determinants of Polish banks’ loan losses – results of a panel data study," NBP Working Papers 53, Narodowy Bank Polski.
    13. Kurt Hess & Arthur Grimes & Mark Holmes, 2009. "Credit Losses in Australasian Banking," The Economic Record, The Economic Society of Australia, vol. 85(270), pages 331-343, September.

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    More about this item

    Keywords

    banking supervision; loan loss provisions; non-performing loans; procyclicality; stress test;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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