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Macroeconomic Factors and Micro-Level Bank Risk

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  • Claudia M. Buch
  • Sandra Eickmeier
  • Esteban Prieto

Abstract

The interplay between banks and the macroeconomy is of key importance for financial and economic stability. We analyze this link using a factor-augmented vector autoregressive model (FAVAR) which extends a standard VAR for the U.S. macroeconomy. The model includes GDP growth, inflation, the Federal Funds rate, house price inflation, and a set of factors summarizing conditions in the banking sector. We use data of more than 1,500 commercial banks from the U.S. call reports to address the following questions. How are macroeconomic shocks transmitted to bank risk and other banking variables? What are the sources of bank heterogeneity, and what explains differences in individual banks’ responses to macroeconomic shocks? Our paper has two main findings: (i) Average bank risk declines, and average bank lending increases following expansionary shocks. (ii) The heterogeneity of banks is characterized by idiosyncratic shocks and the asymmetric transmission of common shocks. Risk of about 1/3 of all banks rises in response to a monetary loosening. The lending response of small, illiquid, and domestic banks is relatively large, and risk of banks with a low degree of capitalization and a high exposure to real estate loans decreases relatively strongly after expansionary monetary policy shocks. Also, lending of larger banks increases less while risk of riskier and domestic banks reacts more in response to house price shocks.

Suggested Citation

  • Claudia M. Buch & Sandra Eickmeier & Esteban Prieto, 2010. "Macroeconomic Factors and Micro-Level Bank Risk," CESifo Working Paper Series 3194, CESifo.
  • Handle: RePEc:ces:ceswps:_3194
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    References listed on IDEAS

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    1. Hilde C. Bjørnland & Dag Henning Jacobsen, 2008. "The role of house prices in the monetary policy transmission mechanism in the U.S," Working Paper 2008/24, Norges Bank.
    2. Gianni De Nicolò & Marcella Lucchetta, 2011. "Systemic Risks and the Macroeconomy," NBER Chapters, in: Quantifying Systemic Risk, pages 113-148, National Bureau of Economic Research, Inc.
    3. Juan F. Rubio-Ramírez & Daniel F. Waggoner & Tao Zha, 2010. "Structural Vector Autoregressions: Theory of Identification and Algorithms for Inference," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 665-696.
    4. Emanuel Moench & Serena Ng & Simon Potter, 2013. "Dynamic Hierarchical Factor Model," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1811-1817, December.
    5. David Martinez-Miera & Rafael Repullo, 2010. "Does Competition Reduce the Risk of Bank Failure?," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3638-3664, October.
    6. Ard den Reijer, 2007. "Identifying Regional and Sectoral Dynamics of the Dutch Staffing Labour Cycle," DNB Working Papers 153, Netherlands Central Bank, Research Department.
    7. Carl E. Walsh, 2003. "Monetary Theory and Policy, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232316, April.
    8. Giovanni Dell'Ariccia & Robert Marquez, 2006. "Lending Booms and Lending Standards," Journal of Finance, American Finance Association, vol. 61(5), pages 2511-2546, October.
    9. Del Negro, Marco & Otrok, Christopher, 2007. "99 Luftballons: Monetary policy and the house price boom across U.S. states," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1962-1985, October.
    10. Marcella Lucchetta & Mr. Gianni De Nicolo, 2010. "Systemic Risks and the Macroeconomy," IMF Working Papers 2010/029, International Monetary Fund.
    11. Ongena, Steven & Peydró, José-Luis & Jiménez, Gabriel & Saurina, Jesús, 2007. "Hazardous Times for Monetary Policy: What Do Twenty-Three Million Bank Loans Say About the Effects of Monetary Policy on Credit," CEPR Discussion Papers 6514, C.E.P.R. Discussion Papers.
    12. Jeffrey A. Frankel & George Saravelos, 2010. "Are Leading Indicators of Financial Crises Useful for Assessing Country Vulnerability? Evidence from the 2008-09 Global Crisis," NBER Working Papers 16047, National Bureau of Economic Research, Inc.
    13. Jiminez, G. & Ongena, S. & Saurina, J., 2007. "Hazardous Times for Monetary Policy : What do Twenty-three Million Bank Loans Say about the Effects of Monetary Policy on Credit Risk?," Discussion Paper 2007-75, Tilburg University, Center for Economic Research.
    14. De Graeve, F. & Kick, T. & Koetter, M., 2008. "Monetary policy and financial (in)stability: An integrated micro-macro approach," Journal of Financial Stability, Elsevier, vol. 4(3), pages 205-231, September.
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    Cited by:

    1. Agur, Itai & Demertzis, Maria, 2013. "“Leaning against the wind” and the timing of monetary policy," Journal of International Money and Finance, Elsevier, vol. 35(C), pages 179-194.
    2. Segev, Nimrod, 2020. "Identifying the risk-Taking channel of monetary transmission and the connection to economic activity," Journal of Banking & Finance, Elsevier, vol. 116(C).
    3. Claudia M. Buch & Oliver Holtemöller, 2014. "Do we need new modelling approaches in macroeconomics?," Chapters, in: Ewald Nowotny & Doris Ritzberger-Grünwald & Peter Backé (ed.), Financial Cycles and the Real Economy, chapter 3, pages 36-58, Edward Elgar Publishing.
    4. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    5. Minzhi Wu & Emili Tortosa-Ausina, 2020. "Bank Diversification and Focus in Disruptive Times: China, 2007–2018," Working Papers 2020/21, Economics Department, Universitat Jaume I, Castellón (Spain).
    6. Eickmeier, Sandra & Gambacorta, Leonardo & Hofmann, Boris, 2014. "Understanding global liquidity," European Economic Review, Elsevier, vol. 68(C), pages 1-18.
    7. Franziska Bremus, 2011. "Financial Integration and Macroeconomic Stability: What Role for Large Banks?," Discussion Papers of DIW Berlin 1178, DIW Berlin, German Institute for Economic Research.
    8. Jean-Stéphane Mésonnier & Dalibor Stevanovic, 2012. "Bank Leverage Shocks and the Macroeconomy: a New Look in a Data-Rich Environment," CIRANO Working Papers 2012s-23, CIRANO.
    9. Eickmeier, Sandra & Ng, Tim, 2015. "How do US credit supply shocks propagate internationally? A GVAR approach," European Economic Review, Elsevier, vol. 74(C), pages 128-145.
    10. Idier, Julien & Lamé, Gildas & Mésonnier, Jean-Stéphane, 2014. "How useful is the Marginal Expected Shortfall for the measurement of systemic exposure? A practical assessment," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 134-146.
    11. Esteban Prieto & Sandra Eickmeier & Massimiliano Marcellino, 2016. "Time Variation in Macro‐Financial Linkages," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1215-1233, November.
    12. Delis, Manthos D. & Karavias, Yiannis, 2015. "Optimal versus realized bank credit risk and monetary policy," Journal of Financial Stability, Elsevier, vol. 16(C), pages 13-30.
    13. Cesa-Bianchi, Ambrogio, 2013. "Housing cycles and macroeconomic fluctuations: A global perspective," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 215-238.
    14. Buch, Claudia M. & Körner, Tobias & Weigert, Benjamin, 2013. "Towards deeper financial integration in Europe: What the Banking Union can contribute," Working Papers 02/2013, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    15. Katerina Ivanov, 2021. "Credit Enhancement Mechanism in Loan Securitization and Its Implication to Systemic Risk," Discussion Paper Series 2021-01, McColl School of Business, Queens University of Charlotte.
    16. Agur, I. & Demertzis, M., 2010. "Monetary Policy and Excessive Bank Risk Taking," Other publications TiSEM ed82a0e9-77c4-469a-95dc-b, Tilburg University, School of Economics and Management.
    17. Teixeira, João C.A. & Matos, Tiago F.A. & da Costa, Gui L.P. & Fortuna, Mário J.A., 2020. "Investor protection, regulation and bank risk-taking behavior," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    18. Kick, Thomas & Prieto, Esteban, 2013. "Bank risk taking and competition: Evidence from regional banking markets," Discussion Papers 30/2013, Deutsche Bundesbank.
    19. Ekin Ayse Ozsuca & Elif Akbostanci, 2012. "An Empirical Analysis of the Risk Taking Channel of Monetary Policy in Turkey," ERC Working Papers 1208, ERC - Economic Research Center, Middle East Technical University, revised Dec 2012.
    20. Agur, Itai & Demertzis, Maria, 2012. "Excessive bank risk taking and monetary policy," Working Paper Series 1457, European Central Bank.
    21. Gerd Ronning & Phlipp Bleninger, 2011. "Disclosure Risk from Interactions and Saturated Models in Remote Access," IAW Discussion Papers 73, Institut für Angewandte Wirtschaftsforschung (IAW).
    22. Ioanna Kokores, 2015. "Lean-Against-the-Wind Monetary Policy: The Post-Crisis Shift in the Literature," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 65(3-4), pages 66-99, july-Dece.
    23. Yang, Hsin-Feng & Liu, Chih-Liang & Yeutien Chou, Ray, 2020. "Bank diversification and systemic risk," The Quarterly Review of Economics and Finance, Elsevier, vol. 77(C), pages 311-326.
    24. Taha Zaghdoudi & Samir Maktouf, 2017. "Monetary Policy and Bank Excessive Risk-Taking," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 13(2), pages 157-173, April.
    25. Meeks, Roland, 2017. "Capital regulation and the macroeconomy: Empirical evidence and macroprudential policy," European Economic Review, Elsevier, vol. 95(C), pages 125-141.

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    More about this item

    Keywords

    FAVAR; bank risk; macro-finance linkages; monetary policy; microeconomic adjustment;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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