IDEAS home Printed from https://ideas.repec.org/a/jae/japmet/v21y2006i3p275-305.html
   My bibliography  Save this article

How do changes in monetary policy affect bank lending? An analysis of Austrian bank data

Author

Listed:
  • Sylvia Kaufmann

    (Oesterreichische Nationalbank, Economic Studies Division, P.O. Box 61, A-1010 Vienna, Austria)

  • Sylvia Frühwirth-Schnatter

    (Johannes Kepler Universität Linz, Department of Applied Statistics and Econometrics, Altenberger Strasse 69, A-4040 Linz, Austria)

Abstract

Using a panel of Austrian bank data we show that the lending decisions of the smallest banks are more sensitive to interest rate changes, and that for all banks, sensitivity changes over time. We propose to estimate the groups of banks that display similar lending reactions by means of a group indicator which, after estimation, indicates each bank's classification. Additionally, we estimate a state indicator that indicates the periods during which the lending reaction differs from what we normally observe. Bayesian methods are used for estimation; a sensitivity analysis and a forecast evaluation confirm our model choice. Copyright © 2006 John Wiley & Sons, Ltd.

Suggested Citation

  • Sylvia Kaufmann & Sylvia Frühwirth-Schnatter, 2006. "How do changes in monetary policy affect bank lending? An analysis of Austrian bank data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(3), pages 275-305.
    • Handle: RePEc:jae:japmet:v:21:y:2006:i:3:p:275-305
    DOI: 10.1002/jae.830
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1002/jae.830
    File Function: Link to full text; subscription required
    Download Restriction: no
    File URL: http://qed.econ.queensu.ca:80/jae/2006-v21.3/
    File Function: Supporting data files and programs
    Download Restriction: no
    File URL: https://libkey.io/10.1002/jae.830?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Chib, Siddhartha, 2001. "Markov chain Monte Carlo methods: computation and inference," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 57, pages 3569-3649, Elsevier.
    2. Kaufmann, Sylvia, 2001. "Asymmetries in bank lending behaviour. Austria during the 1990s," Working Paper Series 97, European Central Bank.
    3. Benedikt Braumann, 2004. "Tu Felix Austria: Evidence for a de-celerator in financial reform," International Economics and Economic Policy, Springer, vol. 1(1), pages 53-72, March.
    4. Kashyap, Anil K & Stein, Jeremy C & Wilcox, David W, 1993. "Monetary Policy and Credit Conditions: Evidence from the Composition of External Finance," American Economic Review, American Economic Association, vol. 83(1), pages 78-98, March.
    5. Peter Mooslechner, 1989. "Österreichs Banken. Zu klein für Europa?," WIFO Monatsberichte (monthly reports), WIFO, vol. 62(2), pages 90-98, February.
    6. Azariadis, Costas & Smith, Bruce, 1998. "Financial Intermediation and Regime Switching in Business Cycles," American Economic Review, American Economic Association, vol. 88(3), pages 516-536, June.
    7. Kashyap, Anil K. & Stein, Jeremy C., 1995. "The impact of monetary policy on bank balance sheets," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 42(1), pages 151-195, June.
    8. Francesco Giavazzi, 1999. "The Transmission Mechanism of Monetary Policy in Europe: Evidence from Banks’ Balance Sheets," Working papers 99-20, Massachusetts Institute of Technology (MIT), Department of Economics.
    9. Angeloni,Ignazio & Kashyap,Anil K. & Mojon,Benoît (ed.), 2003. "Monetary Policy Transmission in the Euro Area," Cambridge Books, Cambridge University Press, number 9780521828642, September.
    10. Mishkin, Frederic S., 1978. "The Household Balance Sheet and the Great Depression," The Journal of Economic History, Cambridge University Press, vol. 38(4), pages 918-937, December.
    11. Bernanke, Ben S & Blinder, Alan S, 1992. "The Federal Funds Rate and the Channels of Monetary Transmission," American Economic Review, American Economic Association, vol. 82(4), pages 901-921, September.
    12. Peter Mooslechner, 1995. "Die Ertragslage des Bankensystems in Österreich und Deutschland," WIFO Studies, WIFO, number 2796, March.
    13. Asea, Patrick K. & Blomberg, Brock, 1998. "Lending cycles," Journal of Econometrics, Elsevier, vol. 83(1-2), pages 89-128.
    14. Peter Mooslechner, 1995. "Aus WIFO-Studien: Die Ertragslage des Bankensystems in Österreich und Deutschland," WIFO Monatsberichte (monthly reports), WIFO, vol. 68(10), pages 655-657, October.
    15. Fruhwirth-Schnatter, Sylvia & Kaufmann, Sylvia, 2008. "Model-Based Clustering of Multiple Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 78-89, January.
    16. Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
    17. Robert E. McCulloch & Ruey S. Tsay, 1994. "Statistical Analysis Of Economic Time Series Via Markov Switching Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 15(5), pages 523-539, September.
    18. Jeremy C. Stein, 1998. "An Adverse-Selection Model of Bank Asset and Liability Management with Implications for the Transmission of Monetary Policy," RAND Journal of Economics, The RAND Corporation, vol. 29(3), pages 466-486, Autumn.
    19. Albert, James H & Chib, Siddhartha, 1993. "Bayes Inference via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(1), pages 1-15, January.
    20. Jean-Bernard Chatelain & Michael Ehrmann & Andrea Generale & Jorge Martínez-Pagés & Philip Vermeulen & Andreas Worms, 2003. "Monetary Policy Transmission in the Euro Area: New Evidence From Micro Data on Firms and Banks," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 731-742, 04/05.
    21. Chib, Siddhartha, 1996. "Calculating posterior distributions and modal estimates in Markov mixture models," Journal of Econometrics, Elsevier, vol. 75(1), pages 79-97, November.
    22. Bernanke, Ben S & Blinder, Alan S, 1988. "Credit, Money, and Aggregate Demand," American Economic Review, American Economic Association, vol. 78(2), pages 435-439, May.
    23. Murillo Campello, 2002. "Internal Capital Markets in Financial Conglomerates: Evidence from Small Bank Responses to Monetary Policy," Journal of Finance, American Finance Association, vol. 57(6), pages 2773-2805, December.
    24. Ehrmann, Michael & Backé, Peter, 2003. "Monetary policy transmission in the euro area: any changes after EMU?," Working Paper Series 240, European Central Bank.
    25. G.J. De Bondt, 1999. "Banks and monetary transmission in Europe: empirical evidence," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 52(209), pages 149-168.
    26. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    27. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    28. Dell'Ariccia, Giovanni & Marquez, Robert, 2004. "Information and bank credit allocation," Journal of Financial Economics, Elsevier, vol. 72(1), pages 185-214, April.
    29. Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Beutler, Toni & Gubler, Matthias & Hauri, Simona & Kaufmann, Sylvia, 2021. "Bank lending in Switzerland: Driven by business models and exposed to uncertainty," International Review of Financial Analysis, Elsevier, vol. 78(C).
    2. Fisher, Mark & Jensen, Mark J., 2019. "Bayesian inference and prediction of a multiple-change-point panel model with nonparametric priors," Journal of Econometrics, Elsevier, vol. 210(1), pages 187-202.
    3. Christian Merkl & Stephanie Stolz, 2009. "Banks' regulatory buffers, liquidity networks and monetary policy transmission," Applied Economics, Taylor & Francis Journals, vol. 41(16), pages 2013-2024.
    4. Sylvia Kaufmann & Maria Teresa Valderrama, 2004. "Modeling Credit Aggregates," Working Papers 90, Oesterreichische Nationalbank (Austrian Central Bank).
    5. Nektarios A. Michail & Christos S. Savva & Demetris Koursaros, 2021. "Are central banks to blame? Monetary policy and bank lending behavior," Bulletin of Economic Research, Wiley Blackwell, vol. 73(4), pages 762-779, October.
    6. Dr. Toni Beutler & Dr. Matthias Gubler & Simona Hauri & Sylvia Kaufmann, 2020. "Bank lending in Switzerland: Capturing cross-sectional heterogeneity and asymmetry over time," Working Papers 2020-12, Swiss National Bank.
    7. Sylvia Frühwirth-Schnatter, 2011. "Panel data analysis: a survey on model-based clustering of time series," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 5(4), pages 251-280, December.
    8. Sylvia Kaufmann, 2010. "Dating and forecasting turning points by Bayesian clustering with dynamic structure: a suggestion with an application to Austrian data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(2), pages 309-344.
    9. repec:onb:oenbwp:y::i:144:b:1 is not listed on IDEAS
    10. Burgstaller Johann, 2010. "Bank Lending and Monetary Policy Transmission in Austria," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(2), pages 163-185, April.
    11. Iwanicz-Drozdowska, Małgorzata & Witkowski, Bartosz, 2016. "Credit growth in Central, Eastern, and South-Eastern Europe: The case of foreign bank subsidiaries," International Review of Financial Analysis, Elsevier, vol. 43(C), pages 146-158.
    12. Sylvia Kaufmann, 2016. "Hidden Markov models in time series, with applications in economics," Working Papers 16.06, Swiss National Bank, Study Center Gerzensee.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kaufmann, Sylvia, 2001. "Asymmetries in bank lending behaviour. Austria during the 1990s," Working Paper Series 97, European Central Bank.
    2. repec:onb:oenbwp:y::i:85:b:1 is not listed on IDEAS
    3. Hendricks, Torben W. & Kempa, Bernd, 2009. "The credit channel in U.S. economic history," Journal of Policy Modeling, Elsevier, vol. 31(1), pages 58-68.
    4. Sylvia Kaufmann & Maria Teresa Valderrama, 2004. "Modeling Credit Aggregates," Working Papers 90, Oesterreichische Nationalbank (Austrian Central Bank).
    5. Leonardo Gambacorta & Paolo Emilio Mistrulli, 2003. "Bank Capital and Lending Behaviour: Empirical Evidence for Italy," Temi di discussione (Economic working papers) 486, Bank of Italy, Economic Research and International Relations Area.
    6. Altunbas, Yener & Gambacorta, Leonardo & Marques-Ibanez, David, 2009. "Securitisation and the bank lending channel," European Economic Review, Elsevier, vol. 53(8), pages 996-1009, November.
    7. Toni Beutler & Matthias Gubler & Simona Hauri & Sylvia Kaufmann, 2020. "Bank lending in Switzerland: Capturing cross-sectional heterogeneity and asymmetry over time," Working Papers 20.04, Swiss National Bank, Study Center Gerzensee.
    8. Sylvia Fruehwirth-Schnatter & Sylvia Kaufmann, 2003. "Investigating asymmetries in the bank lending channel. An analysis using Austrian banks’ balance sheet data," Working Papers 85, Oesterreichische Nationalbank (Austrian Central Bank).
    9. Beutler, Toni & Gubler, Matthias & Hauri, Simona & Kaufmann, Sylvia, 2021. "Bank lending in Switzerland: Driven by business models and exposed to uncertainty," International Review of Financial Analysis, Elsevier, vol. 78(C).
    10. Ramos-Tallada, Julio, 2015. "Bank risks, monetary shocks and the credit channel in Brazil: Identification and evidence from panel data," Journal of International Money and Finance, Elsevier, vol. 55(C), pages 135-161.
    11. Brissimis, Sophocles N. & Delis, Manthos D., 2009. "Identification of a loan supply function: A cross-country test for the existence of a bank lending channel," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(2), pages 321-335, April.
    12. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    13. repec:onb:oenbwp:y::i:90:b:1 is not listed on IDEAS
    14. Cantero-Saiz, Maria & Sanfilippo-Azofra, Sergio & Torre-Olmo, Begoña & López-Gutiérrez, Carlos, 2014. "Sovereign risk and the bank lending channel in Europe," Journal of International Money and Finance, Elsevier, vol. 47(C), pages 1-20.
    15. Matousek, Roman & Sarantis, Nicholas, 2009. "The bank lending channel and monetary transmission in Central and Eastern European countries," Journal of Comparative Economics, Elsevier, vol. 37(2), pages 321-334, June.
    16. Hubbard, R Glenn & Kuttner, Kenneth N & Palia, Darius N, 2002. "Are There Bank Effects in Borrowers' Costs of Funds? Evidence from a Matched Sample of Borrowers and Banks," The Journal of Business, University of Chicago Press, vol. 75(4), pages 559-581, October.
    17. Burgstaller Johann, 2010. "Bank Lending and Monetary Policy Transmission in Austria," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(2), pages 163-185, April.
    18. Altunbas, Yener & Gambacorta, Leonardo & Marques-Ibanez, David, 2010. "Bank risk and monetary policy," Journal of Financial Stability, Elsevier, vol. 6(3), pages 121-129, September.
    19. Filippo Ippolito & Ali K. Ozdagli & Ander Pérez Orive, 2013. "Is bank debt special for the transmission of monetary policy? Evidence from the stock market," Economics Working Papers 1384, Department of Economics and Business, Universitat Pompeu Fabra.
    20. Frömmel, Michael & Schmidt, Torsten, 2006. "Bank Lending and Asset Prices in the Euro Area," Hannover Economic Papers (HEP) dp-342, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    21. Erdinç, Didar, 2013. "Monetary Transmission and Bank Lending Channel under the Currency Board: The Case of Bulgaria, 1999-2010," MPRA Paper 111539, University Library of Munich, Germany.
    22. Robert Bichsel & Josef Perrez, 2005. "In Quest of the Bank Lending Channel: Evidence for Switzerland using Individual Bank Data," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 141(II), pages 165-190, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:jae:japmet:v:21:y:2006:i:3:p:275-305. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley-Blackwell Digital Licensing or Christopher F. Baum (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/0883-7252/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.