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Business Cycles, Monetary Policy, and Bank Lending: Identifying the bank balance sheet channel with firm-bank match-level loan data

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  • HOSONO Kaoru
  • MIYAKAWA Daisuke

Abstract

This paper examines the impact of business cycles and monetary policy on bank loan supply. To this end, we use a unique firm-bank match-level dataset covering listed firms in Japan that allows us to control for firms' time-varying unobservable loan demand and endogenous bank-firm matching, so that we can identify the effects of business cycles and monetary policy on loan supply through the bank balance sheet channel. The estimation results indicate that banks with more liquidity or capital tend to lend more to their client firms. The quantitative impact of bank liquidity and capital on loan supply was economically sizable and larger when economic growth was lower. Furthermore, the quantitative impact of bank liquidity on the growth rate of loans more than doubled when quantitative easing was terminated. Overall, these results imply that changes in economic growth and monetary policy significantly affected loan supply through the bank balance sheet channel. We also find evidence that fluctuations in economic growth and monetary policy are transmitted to capital investment through the bank balance sheet channel in the case of firms with high investment opportunities.

Suggested Citation

  • HOSONO Kaoru & MIYAKAWA Daisuke, 2014. "Business Cycles, Monetary Policy, and Bank Lending: Identifying the bank balance sheet channel with firm-bank match-level loan data," Discussion papers 14026, Research Institute of Economy, Trade and Industry (RIETI).
    • Handle: RePEc:eti:dpaper:14026
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    1. 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.
    2. Singleton, Kenneth J. (ed.), 1993. "Japanese Monetary Policy," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226760667.
    3. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    4. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    5. Peek, Joe & Rosengren, Eric S, 1997. "The International Transmission of Financial Shocks: The Case of Japan," American Economic Review, American Economic Association, vol. 87(4), pages 495-505, September.
    6. 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.
    7. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    8. 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.
    9. Kenneth Singleton, 1993. "Japanese Monetary Policy," NBER Books, National Bureau of Economic Research, Inc, number sing93-1.
    10. 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.
    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. 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.
    13. Ito, Takatoshi & Sasaki, Yuri Nagataki, 2002. "Impacts of the Basle Capital Standard on Japanese Banks' Behavior," Journal of the Japanese and International Economies, Elsevier, vol. 16(3), pages 372-397, September.
    14. Mary Amiti & David E. Weinstein, 2018. "How Much Do Idiosyncratic Bank Shocks Affect Investment? Evidence from Matched Bank-Firm Loan Data," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 525-587.
    15. Carlo A. Favero & Francesco Giavazzi & Luca Flabbi, 1999. "The Transmission Mechanism of Monetary Policy in Europe: Evidence from Banks' Balance Sheets," NBER Working Papers 7231, National Bureau of Economic Research, Inc.
    16. 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.
    17. Takeo Hoshi & David S. Scharfstein & Kenneth J. Singleton, 1993. "Japanese Corporate Investment and Bank of Japan Guidance of Commercial Bank Lending," NBER Chapters, in: Japanese Monetary Policy, pages 63-94, National Bureau of Economic Research, Inc.
    18. Mary Amiti & David E. Weinstein, 2013. "How much do bank shocks affect investment? Evidence from matched bank-firm loan data," Staff Reports 604, Federal Reserve Bank of New York.
    19. 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.
    20. Hosono, Kaoru, 2006. "The transmission mechanism of monetary policy in Japan: Evidence from banks' balance sheets," Journal of the Japanese and International Economies, Elsevier, vol. 20(3), pages 380-405, September.
    21. 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.
    22. 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.
    23. Mr. David Woo, 1999. "In Search of "Capital Crunch": Supply Factors Behind the Credit Slowdown in Japan," IMF Working Papers 1999/003, International Monetary Fund.
    24. Kazuo Ueda, 1993. "A Comparative Perspective on Japanese Monetary Policy: Short-Run Monetary Control and the Transmission Mechanism," NBER Chapters, in: Japanese Monetary Policy, pages 7-30, National Bureau of Economic Research, Inc.
    25. Jayaratne, Jith & Morgan, Donald P, 2000. "Capital Market Frictions and Deposit Constraints at Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(1), pages 74-92, February.
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    7. NAKASHIMA, KIYOTAKA & Ogawa, Toshiaki, 2021. "The Impacts of Strengthening Regulatory Surveillance on Bank Behavior: A Dynamic Analysis from Incomplete to Complete Enforcement of Capital Regulation in Microprudential Policy," MPRA Paper 109147, University Library of Munich, Germany.
    8. Kiyotaka Nakashima & Masahiko Shibamoto & Koji Takahashi, 2017. "Risk-Taking Channel of Unconventional Monetary Policies in Bank Lending," Discussion Paper Series DP2017-24, Research Institute for Economics & Business Administration, Kobe University, revised Apr 2019.
    9. John Thornton & Caterina Di Tommaso, 2021. "The effect of non‐performing loans on credit expansion: Do capital and profitability matter? Evidence from European banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4822-4839, July.

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