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Changes in bank lending standards and the macroeconomy

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Abstract

Identifying the macroeconomic effects of credit supply disruptions is difficult because many of the same factors that influence the supply of bank loans can also affect the demand for credit. Using bank-level responses to the Federal Reserve's Senior Loan Officer Opinion Survey, we decompose the reported changes in lending standards--a commonly-used indicator of changes in credit supply conditions--into a component that captures the change in banks' lending posture in response to bank-specific and macroeconomic factors that also affect loan demand and a residual component, which provides a cleaner measure of fluctuations in the effective supply of bank-intermediated credit. When included in a standard VAR framework, shocks to our measure of loan supply are associated with substantial declines in output and in the capacity of businesses and households to borrow from the banking sector, as well as with a sharp widening of credit spreads and a significant easing of monetary policy. We corroborate the interpretation of our series as movements in the supply of bank loans using a detailed loan-level data set: A regression of individual loan amounts on the corresponding interest rate spreads--where the latter is instrumented with our bank-level loan-supply shifter--yields the semi-elasticity of loan demand between -1.0 and -1.5.

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  • William F. Bassett & Mary Beth Chosak & John C. Driscoll & Egon Zakrajšek, 2012. "Changes in bank lending standards and the macroeconomy," Finance and Economics Discussion Series 2012-24, Board of Governors of the Federal Reserve System (U.S.).
  • Handle: RePEc:fip:fedgfe:2012-24
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    1. Adam B. Ashcraft, 2005. "Are Banks Really Special? New Evidence from the FDIC-Induced Failure of Healthy Banks," American Economic Review, American Economic Association, vol. 95(5), pages 1712-1730, December.
    2. Peek, Joe & Rosengren, Eric, 1995. "Bank regulation and the credit crunch," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 679-692, June.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Bekaert, Geert & Hoerova, Marie & Lo Duca, Marco, 2013. "Risk, uncertainty and monetary policy," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 771-788.
    5. Evan Gatev & Philip E. Strahan, 2006. "Banks' Advantage in Hedging Liquidity Risk: Theory and Evidence from the Commercial Paper Market," Journal of Finance, American Finance Association, vol. 61(2), pages 867-892, April.
    6. Bassett, William F. & Lee, Seung Jung & Spiller, Thomas Popeck, 2015. "Estimating changes in supervisory standards and their economic effects," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 21-43.
    7. Simon Gilchrist & Egon Zakrajšek, 2012. "Bank Lending and Credit Supply Shocks," International Economic Association Series, in: Franklin Allen & Masahiko Aoki & Jean-Paul Fitoussi & Nobuhiro Kiyotaki & Roger Gordon & Joseph E. S (ed.), The Global Macro Economy and Finance, chapter 8, pages 154-176, Palgrave Macmillan.
    8. Zhiguo He & Arvind Krishnamurthy, 2013. "Intermediary Asset Pricing," American Economic Review, American Economic Association, vol. 103(2), pages 732-770, April.
    9. Ramey, Valerie, 1993. "How important is the credit channel in the transmission of monetary policy?," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 39(1), pages 1-45, December.
    10. Zhiguo He & Arvind Krishnamurthy, 2019. "A Macroeconomic Framework for Quantifying Systemic Risk," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(4), pages 1-37, October.
    11. Arturo Estrella & Frederic S. Mishkin, 1998. "Predicting U.S. Recessions: Financial Variables As Leading Indicators," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 45-61, February.
    12. Hamilton, James D & Kim, Dong Heon, 2002. "A Reexamination of the Predictability of Economic Activity Using the Yield Spread," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 340-360, May.
    13. Driscoll, John C., 2004. "Does bank lending affect output? Evidence from the U.S. states," Journal of Monetary Economics, Elsevier, vol. 51(3), pages 451-471, April.
    14. Helbling, Thomas & Huidrom, Raju & Kose, M. Ayhan & Otrok, Christopher, 2011. "Do credit shocks matter? A global perspective," European Economic Review, Elsevier, vol. 55(3), pages 340-353, April.
    15. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    16. Gilchrist, Simon & Yankov, Vladimir & Zakrajsek, Egon, 2009. "Credit market shocks and economic fluctuations: Evidence from corporate bond and stock markets," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 471-493, May.
    17. William F. Bassett & Egon Zakrajšek, 2003. "Recent developments in business lending by commercial banks," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), vol. 89(Dec), pages 477-492, December.
    18. Ang, Andrew & Piazzesi, Monika & Wei, Min, 2006. "What does the yield curve tell us about GDP growth?," Journal of Econometrics, Elsevier, vol. 131(1-2), pages 359-403.
    19. Angela Maddalonia & Jose-Luis Peydro, 2013. "Monetary Policy, macroprudential Policy, and Banking Stability: Evidence from the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 9(1), pages 121-169, March.
    20. Anil K. Kashyap & Jeremy C. Stein, 1994. "Monetary Policy and Bank Lending," NBER Chapters, in: Monetary Policy, pages 221-261, National Bureau of Economic Research, Inc.
    21. Asea, Patrick K. & Blomberg, Brock, 1998. "Lending cycles," Journal of Econometrics, Elsevier, vol. 83(1-2), pages 89-128.
    22. Raghuram G. Rajan, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 109(2), pages 399-441.
    23. Franklin Allen & Masahiko Aoki & Jean-Paul Fitoussi & Nobuhiro Kiyotaki & Roger Gordon & Joseph E. S (ed.), 2012. "The Global Macro Economy and Finance," International Economic Association Series, Palgrave Macmillan, number 978-1-137-03425-0, April.
    24. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    25. 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.
    26. Christina D. Romer & David H. Romer, 1990. "New Evidence on the Monetary Transmission Mechanism," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(1), pages 149-214.
    27. 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.
    28. Jon Faust & Simon Gilchrist & Jonathan H. Wright & Egon Zakrajšsek, 2013. "Credit Spreads as Predictors of Real-Time Economic Activity: A Bayesian Model-Averaging Approach," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1501-1519, December.
    29. Sumit Agarwal & David Lucca & Amit Seru & Francesco Trebbi, 2014. "Inconsistent Regulators: Evidence from Banking," The Quarterly Journal of Economics, Oxford University Press, vol. 129(2), pages 889-938.
    30. John C. Driscoll & Ruth Judson, 2013. "Sticky deposit rates," Finance and Economics Discussion Series 2013-80, Board of Governors of the Federal Reserve System (U.S.).
    31. Ben S. Bernanke & Cara S. Lown, 1991. "The Credit Crunch," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(2), pages 205-248.
    32. Mody, Ashoka & Taylor, Mark P., 2004. "Financial predictors of real activity and the financial accelerator," Economics Letters, Elsevier, vol. 82(2), pages 167-172, February.
    33. J. B. Taylor & M. Woodford (ed.), 1999. "Handbook of Macroeconomics," Handbook of Macroeconomics, Elsevier, edition 1, volume 1, number 1, December.
    34. Pennacchi, George, 2006. "Deposit insurance, bank regulation, and financial system risks," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 1-30, January.
    35. 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.
    36. 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.
    37. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    38. William B. English & William R. Nelson, 1998. "Profits and balance sheet developments at U.S. commercial banks in 1997," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), vol. 84(Jun), pages 391-419, June.
    39. 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.
    40. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    41. Gertler, Mark & Lown, Cara S, 1999. "The Information in the High-Yield Bond Spread for the Business Cycle: Evidence and Some Implications," Oxford Review of Economic Policy, Oxford University Press, vol. 15(3), pages 132-150, Autumn.
    42. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    43. Cara S. Lown & Donald P. Morgan, 2002. "Credit effects in the monetary mechanism," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 217-235.
    44. 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.
    45. Martin Ruckes, 2004. "Bank Competition and Credit Standards," Review of Financial Studies, Society for Financial Studies, vol. 17(4), pages 1073-1102.
    46. William F. Bassett & Simon Gilchrist & Gretchen C. Weinbach & Egon Zakrajšek, 2011. "Improving Our Ability to Monitor Bank Lending," NBER Chapters, in: Risk Topography: Systemic Risk and Macro Modeling, pages 149-161, National Bureau of Economic Research, Inc.
    47. Ben S. Bernanke, 1993. "Credit in the macroeconomy," Quarterly Review, Federal Reserve Bank of New York, vol. 18(Spr), pages 50-70.
    48. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    49. Estrella, Arturo & Hardouvelis, Gikas A, 1991. "The Term Structure as a Predictor of Real Economic Activity," Journal of Finance, American Finance Association, vol. 46(2), pages 555-576, June.
    50. Harvey, Campbell R., 1988. "The real term structure and consumption growth," Journal of Financial Economics, Elsevier, vol. 22(2), pages 305-333, December.
    51. Ola Melander & Mr. Tamim Bayoumi, 2008. "Credit Matters: Empirical Evidence on U.S. Macro-Financial Linkages," IMF Working Papers 2008/169, International Monetary Fund.
    52. 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.
    53. 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.
    54. J.S. Cramer, 2000. "Asymptotic Properties of Predicted Probabilities in Discrete Regression," Tinbergen Institute Discussion Papers 00-006/4, Tinbergen Institute.
    55. Meeks, Roland, 2012. "Do credit market shocks drive output fluctuations? Evidence from corporate spreads and defaults," Journal of Economic Dynamics and Control, Elsevier, vol. 36(4), pages 568-584.
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