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Modelling loans to non-financial corporations in the euro area

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  • Kok, Christoffer
  • Rossi, Carlotta
  • Marqués-Ibáñez, David

Abstract

We model the determinants of loans to non-financial corporations in the euro area. Using the Johansen (1992) methodology, we identify three cointegrating relationships. These relationships are interpreted as the long-run loan demand, investment and loan supply equations. The short-run dynamics of loan demand for the euro area are subsequently modelled by means of a Vector Error Correction Model (VECM). We perform a number of specification tests, which suggest that developments in loans to non-financial corporations in the euro area can be reasonably explained by the model. We then use the estimated model to analyse the impact of permanent and temporary shocks to the policy rate on bank lending to nonfinancial corporations. JEL Classification: C32, C51

Suggested Citation

  • Kok, Christoffer & Rossi, Carlotta & Marqués-Ibáñez, David, 2009. "Modelling loans to non-financial corporations in the euro area," Working Paper Series 989, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:2009989
    Note: 508948
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    1. Pesaran, M. Hashem & Shin, Yongcheol & Smith, Richard J., 2000. "Structural analysis of vector error correction models with exogenous I(1) variables," Journal of Econometrics, Elsevier, vol. 97(2), pages 293-343, August.
    2. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    3. Chami, Ralph & Cosimano, Thomas F., 2010. "Monetary policy with a touch of Basel," Journal of Economics and Business, Elsevier, vol. 62(3), pages 161-175, May.
    4. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    5. Sandra Gomes & Pascal Jacquinot & Matthias Mohr & Massimiliano Pisani, 2013. "Structural Reforms and Macroeconomic Performance in the Euro Area Countries: A Model-Based Assessment," International Finance, Wiley Blackwell, vol. 16(1), pages 23-44, February.
    6. Boris Hofmann, 2001. "The determinants of private sector credit in industrialised countries: do property prices matter?," BIS Working Papers 108, Bank for International Settlements.
    7. Harbo, Ingrid, et al, 1998. "Asymptotic Inference on Cointegrating Rank in Partial Systems," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(4), pages 388-399, October.
    8. Kok, Christoffer & Werner, Thomas, 2006. "Bank interest rate pass-through in the euro area: a cross country comparison," Working Paper Series 580, European Central Bank.
    9. Søren Johansen & Rocco Mosconi & Bent Nielsen, 2000. "Cointegration analysis in the presence of structural breaks in the deterministic trend," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 216-249.
    10. Gambacorta, Leonardo, 2008. "How do banks set interest rates?," European Economic Review, Elsevier, vol. 52(5), pages 792-819, July.
    11. Andrew Brigden & Paul Mizen, 1999. "Money, credit and investment in UK corporate sector," Bank of England working papers 100, Bank of England.
    12. Leonardo Gambacorta & Carlotta Rossi, 2010. "Modelling bank lending in the euro area: a nonlinear approach," Applied Financial Economics, Taylor & Francis Journals, vol. 20(14), pages 1099-1112.
    13. Kishan, Ruby P & Opiela, Timothy P, 2000. "Bank Size, Bank Capital, and the Bank Lending Channel," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(1), pages 121-141, February.
    14. Hulsewig, Oliver & Mayer, Eric & Wollmershauser, Timo, 2006. "Bank loan supply and monetary policy transmission in Germany: An assessment based on matching impulse responses," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2893-2910, October.
    15. Angeloni,Ignazio & Kashyap,Anil K. & Mojon,Benoît (ed.), 2003. "Monetary Policy Transmission in the Euro Area," Cambridge Books, Cambridge University Press, number 9780521828642, September.
    16. Arturo Estrella, 2002. "Securitization and the efficacy of monetary policy," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 243-255.
    17. Skander J. van den Heuvel, 2002. "Does bank capital matter for monetary transmission?," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 259-265.
    18. 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.
    19. Elena Loutskina & Philip E. Strahan, 2006. "Securitization and the Declining Impact of Bank Finance on Loan Supply: Evidence from Mortgage Acceptance Rates," NBER Working Papers 11983, National Bureau of Economic Research, Inc.
    20. Michael Ehrmann & Leonardo Gambacorta & Jorge Mart�nez-Pag�s & Patrick Sevestre & Andreas Worms, 2001. "Fynancial Systems and the Role of Banks in Monetary Policy Transmission in the Euro area," Temi di discussione (Economic working papers) 432, Bank of Italy, Economic Research and International Relations Area.
    21. A. Calza & C. Gartner & J. Sousa, 2003. "Modelling the demand for loans to the private sector in the euro area," Applied Economics, Taylor & Francis Journals, vol. 35(1), pages 107-117.
    22. 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.
    23. Philip Lowe & Claudio Borio, 2002. "Asset prices, financial and monetary stability: exploring the nexus," BIS Working Papers 114, Bank for International Settlements.
    24. Kishan, Ruby P. & Opiela, Timothy P., 2006. "Bank capital and loan asymmetry in the transmission of monetary policy," Journal of Banking & Finance, Elsevier, vol. 30(1), pages 259-285, January.
    25. Johansen, Soren, 1992. "Cointegration in partial systems and the efficiency of single-equation analysis," Journal of Econometrics, Elsevier, vol. 52(3), pages 389-402, June.
    26. Hirtle, Beverly, 2009. "Credit derivatives and bank credit supply," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 125-150, April.
    27. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    28. Benjamin M. Friedman & Kenneth N. Kuttner, 1993. "Economic Activity and the Short-term Credit Markets: An Analysis of Prices and Quantities," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 24(2), pages 193-284.
    29. Jan Kakes, 2000. "Monetary Transmission in Europe," Books, Edward Elgar Publishing, number 1947.
    30. Hülsewig, Oliver, 2003. "Bank behavior, interest rate targeting and monetary policy transmission," W.E.P. - Würzburg Economic Papers 43, University of Würzburg, Department of Economics.
    31. Calza, Alessandro & Manrique, Marta & Sousa, Joao, 2006. "Credit in the euro area: An empirical investigation using aggregate data," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 211-226, May.
    32. Raghuram G. Rajan, 2005. "Has financial development made the world riskier?," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, issue Aug, pages 313-369.
    33. Gambacorta, Leonardo & Mistrulli, Paolo Emilio, 2004. "Does bank capital affect lending behavior?," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 436-457, October.
    34. Andrew Brigden & Paul Mizen, 2004. "Interactions between Money, Lending and Investment in the UK Private Non‐Financial Corporate Sector," Manchester School, University of Manchester, vol. 72(1), pages 72-99, January.
    35. Xavier Freixas & Jean-Charles Rochet, 1997. "Microeconomics of Banking," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262061937, April.
    36. de Bondt, Gabe, 2002. "Euro area corporate debt securities market: first empirical evidence," Working Paper Series 164, European Central Bank.
    37. 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.
    38. Ehrmann, Michael & Backé, Peter, 2003. "Monetary policy transmission in the euro area: any changes after EMU?," Working Paper Series 240, European Central Bank.
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    Cited by:

    1. Alan Ahearne & Guntram B. Wolff, 2012. "The debt challenge in Europe," Working Papers 686, Bruegel.
    2. Grégory Levieuge, 2017. "Explaining and forecasting bank loans. Good times and crisis," Applied Economics, Taylor & Francis Journals, vol. 49(8), pages 823-843, February.
    3. Sophocles N. Brissimis & Eugenie N. Garganas & Stephen G. Hall, 2014. "Consumer credit in an era of financial liberalization: an overreaction to repressed demand?," Applied Economics, Taylor & Francis Journals, vol. 46(2), pages 139-152, January.
    4. Deryugina, Elena & Kovalenko, Olga & Pantina, Irina & Ponomarenko, Alexey, 2015. "Disentangling loan demand and supply shocks in Russia," BOFIT Discussion Papers 8/2015, Bank of Finland Institute for Emerging Economies (BOFIT).
    5. Ruscher Eric & Wolff Guntram B., 2013. "Corporate Balance Sheet Adjustment: Stylized Facts, Causes and Consequences," Review of Economics, De Gruyter, vol. 64(2), pages 117-138, August.
    6. repec:pra:mprapa:40579 is not listed on IDEAS
    7. 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.
    8. Miroslav Plasil & Stepan Radkovsky & Pavel Rezabek, 2013. "Modelling bank loans to non-financial corporations," Occasional Publications - Chapters in Edited Volumes, in: CNB Financial Stability Report 2012/2013, chapter 0, pages 128-136, Czech National Bank.
    9. Bolt, Wilko & de Haan, Leo & Hoeberichts, Marco & van Oordt, Maarten R.C. & Swank, Job, 2012. "Bank profitability during recessions," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2552-2564.
    10. Di Giulio, Daniele, 2009. "Bank lending to the production sector: credit crunch or extra-credit?," MPRA Paper 26824, University Library of Munich, Germany.
    11. Krainer, Robert E., 2014. "Monetary policy and bank lending in the Euro area: Is there a stock market channel or an interest rate channel?," Journal of International Money and Finance, Elsevier, vol. 49(PB), pages 283-298.
    12. G.Levieuge, 2015. "the coherence and the predictive content of the French Bank Lending Survey’s indicators (in French)," Working papers 567, Banque de France.

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    More about this item

    Keywords

    bank credit; cointegration; error-correction model; euro area; non-financial corporations;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation

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