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Credit supply conditions and business cycles: New evidence from bank lending survey data

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  • Apergis, Nicholas
  • Chatziantoniou, Ioannis

Abstract

In this study, we utilize an Autoregressive Distributed Lag (ARDL) model in order to investigate the impact of changing lending standards on aggregate economic activity, considering the period 2000–2017 and five major economies, that is, Canada, Germany, Japan, the UK, and the US. We capture lending conditions using bank lending survey data that help extract the credit-supply side of the shock and, thus, direct the focus onto loan supply-factors. The main findings document that shocks associated with changes in lending standards play a substantial role in determining changes in real economic activity within each country. It should also be noted that these results remain robust even when we consider a structural break in our data and investigate these effects separately for the period immediately after the outbreak of the Global Financial Crisis of 2007−09. Overall, the findings suggest that bank lending survey data provide important informational content and deepen our understanding regarding changes in real economic activity. On a final note, we provide further insights regarding the relationship of both price and non-price elements of bank lending, particularly considering the risk-taking channel of monetary policy.

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  • Apergis, Nicholas & Chatziantoniou, Ioannis, 2021. "Credit supply conditions and business cycles: New evidence from bank lending survey data," Research in International Business and Finance, Elsevier, vol. 55(C).
    • Handle: RePEc:eee:riibaf:v:55:y:2021:i:c:s0275531920309399
    DOI: 10.1016/j.ribaf.2020.101332
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    1. Stijn Claessens & Neeltje van Horen, 2015. "The Impact of the Global Financial Crisis on Banking Globalization," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 63(4), pages 868-918, November.
    2. Lown, Cara & Morgan, Donald P., 2006. "The Credit Cycle and the Business Cycle: New Findings Using the Loan Officer Opinion Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1575-1597, September.
    3. Banerjee, Anindya & Dolado, Juan J. & Galbraith, John W. & Hendry, David, 1993. "Co-integration, Error Correction, and the Econometric Analysis of Non-Stationary Data," OUP Catalogue, Oxford University Press, number 9780198288107.
    4. Jensen, Henrik & Ravn, Søren Hove & Santoro, Emiliano, 2018. "Changing credit limits, changing business cycles," European Economic Review, Elsevier, vol. 102(C), pages 211-239.
    5. Wenying Jiangli & Haluk Unal & Chiwon Yom, 2008. "Relationship Lending, Accounting Disclosure, and Credit Availability during the Asian Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 25-55, February.
    6. Blinder, Alan S & Stiglitz, Joseph E, 1983. "Money, Credit Constraints, and Economic Activity," American Economic Review, American Economic Association, vol. 73(2), pages 297-302, May.
    7. Raymond E. Owens & Stacey L. Schreft, 1991. "Survey evidence of tighter credit conditions: what does it mean?," Economic Review, Federal Reserve Bank of Richmond, vol. 77(Mar), pages 29-34.
    8. Manthos D. Delis & Iftekhar Hasan & Nikolaos Mylonidis, 2017. "The Risk‐Taking Channel of Monetary Policy in the U.S.: Evidence from Corporate Loan Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(1), pages 187-213, February.
    9. Katircioglu, Salih Turan & Sertoglu, Kamil & Candemir, Mehmet & Mercan, Mehmet, 2015. "Oil price movements and macroeconomic performance: Evidence from twenty-six OECD countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 257-270.
    10. Graham, John R. & Leary, Mark T. & Roberts, Michael R., 2015. "A century of capital structure: The leveraging of corporate America," Journal of Financial Economics, Elsevier, vol. 118(3), pages 658-683.
    11. Claudio Borio, 2011. "Rediscovering the Macroeconomic Roots of Financial Stability Policy: Journey, Challenges, and a Way Forward," Annual Review of Financial Economics, Annual Reviews, vol. 3(1), pages 87-117, December.
    12. Boivin, Jean & Kiley, Michael T. & Mishkin, Frederic S., 2010. "How Has the Monetary Transmission Mechanism Evolved Over Time?," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 8, pages 369-422, Elsevier.
    13. Borio, Claudio & Zhu, Haibin, 2012. "Capital regulation, risk-taking and monetary policy: A missing link in the transmission mechanism?," Journal of Financial Stability, Elsevier, vol. 8(4), pages 236-251.
    14. Justin Murfin, 2012. "The Supply-Side Determinants of Loan Contract Strictness," Journal of Finance, American Finance Association, vol. 67(5), pages 1565-1601, October.
    15. de Bondt, Gabe & Maddaloni, Angela & Peydró, José-Luis & Scopel, Silvia, 2010. "The euro area Bank Lending Survey matters: empirical evidence for credit and output growth," Working Paper Series 1160, European Central Bank.
    16. 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.
    17. Nada Mora, 2014. "The weakened transmission of monetary policy to consumer loan rates," Economic Review, Federal Reserve Bank of Kansas City, issue Q I, pages 1-26.
    18. Bouvatier, Vincent & Lepetit, Laetitia, 2012. "Provisioning rules and bank lending: A theoretical model," Journal of Financial Stability, Elsevier, vol. 8(1), pages 25-31.
    19. David C. Wheelock & Mark E. Wohar, 2009. "Can the term spread predict output growth and recessions? a survey of the literature," Review, Federal Reserve Bank of St. Louis, vol. 91(Sep), pages 419-440.
    20. Bassett, William F. & Chosak, Mary Beth & Driscoll, John C. & Zakrajšek, Egon, 2014. "Changes in bank lending standards and the macroeconomy," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 23-40.
    21. Rupa Duttagupta & N. Barrera, 2010. "The Impact of the Global Crisis on Canada—What Do Macro-Financial Linkages Tell Us?," IMF Working Papers 2010/005, International Monetary Fund.
    22. 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.
    23. Mr. Andrew J Swiston, 2008. "A U.S. Financial Conditions Index: Putting Credit Where Credit is Due," IMF Working Papers 2008/161, International Monetary Fund.
    24. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    25. Leonardo Gambacorta & David Marques-Ibanez, 2011. "The bank lending channel: lessons from the crisis [Financial intermediaries and monetary economics]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 135-182.
    26. Agénor, Pierre-Richard & Zilberman, Roy, 2015. "Loan Loss Provisioning Rules, Procyclicality, and Financial Volatility," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 301-315.
    27. Stéphanie Guichard & David Turner, 2008. "Quantifying the Effect of Financial Conditions on US Activity," OECD Economics Department Working Papers 635, OECD Publishing.
    28. Gertler, Mark & Kiyotaki, Nobuhiro, 2010. "Financial Intermediation and Credit Policy in Business Cycle Analysis," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 11, pages 547-599, Elsevier.
    29. Mr. Tamim Bayoumi & Ola Melander, 2008. "Credit Matters: Empirical Evidence on U.S. Macro-Financial Linkages," IMF Working Papers 2008/169, International Monetary Fund.
    30. Cappiello, Lorenzo & Kadareja, Arjan & Kok, Christoffer & Protopapa, Marco, 2010. "Do bank loans and credit standards have an effect on output? A panel approach for the euro area," Working Paper Series 1150, European Central Bank.
    31. Olivier Jean Blanchard & Stanley Fischer, 1989. "Lectures on Macroeconomics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262022834, April.
    32. 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.
    33. Borio, Claudio & Gambacorta, Leonardo, 2017. "Monetary policy and bank lending in a low interest rate environment: Diminishing effectiveness?," Journal of Macroeconomics, Elsevier, vol. 54(PB), pages 217-231.
    34. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    35. repec:zbw:bofrdp:2017_018 is not listed on IDEAS
    36. Daniel Paravisini, 2008. "Local Bank Financial Constraints and Firm Access to External Finance," Journal of Finance, American Finance Association, vol. 63(5), pages 2161-2193, October.
    37. Dimitrios Anastasiou & Konstantinos Drakos, 2019. "A note on bank loan officers' expectations for credit standards: Evidence from the European bank lending survey," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 49-53, January.
    38. Bijsterbosch, Martin & Falagiarda, Matteo, 2015. "The macroeconomic impact of financial fragmentation in the euro area: Which role for credit supply?," Journal of International Money and Finance, Elsevier, vol. 54(C), pages 93-115.
    39. Matteo Ciccarelli & Angela Maddaloni & Jose Luis Peydro, 2015. "Trusting the Bankers: A New Look at the Credit Channel of Monetary Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 979-1002, October.
    40. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    41. Del Giovane, Paolo & Eramo, Ginette & Nobili, Andrea, 2011. "Disentangling demand and supply in credit developments: A survey-based analysis for Italy," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2719-2732, October.
    42. Frederic S. Mishkin, 1996. "The Channels of Monetary Transmission: Lessons for Monetary Policy," NBER Working Papers 5464, National Bureau of Economic Research, Inc.
    43. Wenying Jiangli & Haluk Unal & Chiwon Yom, 2008. "Relationship Lending, Accounting Disclosure, and Credit Availability during the Asian Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 25-55, February.
    44. Ugo Albertazzi & Domenico J. Marchetti, 2010. "Credit supply, flight to quality and evergreening: an analysis of bank-firm relationships after Lehman," Temi di discussione (Economic working papers) 756, Bank of Italy, Economic Research and International Relations Area.
    45. Fuerst, Timothy S., 1994. "The availability doctrine," Journal of Monetary Economics, Elsevier, vol. 34(3), pages 429-443, December.
    46. Cara S. Lown & Donald P. Morgan & Sonali Rohatgi, 2000. "Listening to loan officers: the impact of commercial credit standards on lending and output," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 1-16.
    47. Mr. Abdul d Abiad & Ms. Petya Koeva Brooks & Ms. Irina Tytell & Mr. Daniel Leigh & Mr. Ravi Balakrishnan, 2009. "What’s the Damage? Medium-term Output Dynamics After Banking Crises," IMF Working Papers 2009/245, International Monetary Fund.
    48. Bouvatier, Vincent & Lepetit, Laetitia, 2012. "Provisioning rules and bank lending: A theoretical model," Journal of Financial Stability, Elsevier, vol. 8(1), pages 25-31.
    49. van der Veer, Koen J.M. & Hoeberichts, Marco M., 2016. "The level effect of bank lending standards on business lending," Journal of Banking & Finance, Elsevier, vol. 66(C), pages 79-88.
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    More about this item

    Keywords

    Lending conditions; Bank lending surveys; Business cycles; ARDL model;
    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
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles

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