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Did quantitative easing reduce the borrowing costs of firms? The risk‐taking channel

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  • Gang Wang
  • Yi Shen

Abstract

This paper examines the effect of the Federal Reserve's quantitative easing (QE) on the cost of bank loans and documents large heterogeneous effects across different firms. In QE1, the average loan spread is 22.7 percent lower compared to the non‐QE period. This effect falls in QE2 and OT and then rises in QE3 and the tapering period. The rates of riskier loans are restrained more than less risky loans during QEs as banks take more risks by offering lower rates to attract risky borrowers. The Fed mortgage‐backed securities purchases have a larger impact in narrowing the borrowing cost difference between riskier and safer loans than the Fed Treasury purchases. Our results are robust to borrower, year‐quarter and bank fixed effects. Overall, our findings support that the risk‐taking channel of QE plays a significant role in the corporate bank loan market.

Suggested Citation

  • Gang Wang & Yi Shen, 2023. "Did quantitative easing reduce the borrowing costs of firms? The risk‐taking channel," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(1), pages 507-536, March.
  • Handle: RePEc:bla:acctfi:v:63:y:2023:i:1:p:507-536
    DOI: 10.1111/acfi.13059
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    as
    1. Christina D. Romer & David H. Romer, 2004. "A New Measure of Monetary Shocks: Derivation and Implications," American Economic Review, American Economic Association, vol. 94(4), pages 1055-1084, September.
    2. Kee‐Hong Bae & Vidhan K. Goyal, 2009. "Creditor Rights, Enforcement, and Bank Loans," Journal of Finance, American Finance Association, vol. 64(2), pages 823-860, April.
    3. Tobias Berg & Anthony Saunders & Sascha Steffen, 2016. "The Total Cost of Corporate Borrowing in the Loan Market: Don't Ignore the Fees," Journal of Finance, American Finance Association, vol. 71(3), pages 1357-1392, June.
    4. Waisman, Maya, 2013. "Product market competition and the cost of bank loans: Evidence from state antitakeover laws," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4721-4737.
    5. J. David Brown & John S. Earle, 2017. "Finance and Growth at the Firm Level: Evidence from SBA Loans," Journal of Finance, American Finance Association, vol. 72(3), pages 1039-1080, June.
    6. Ross Levine & Chen Lin & Qilin Peng & Wensi Xie, 2020. "Communication within Banking Organizations and Small Business Lending," The Review of Financial Studies, Society for Financial Studies, vol. 33(12), pages 5750-5783.
    7. Berger, Allen N. & Black, Lamont K., 2011. "Bank size, lending technologies, and small business finance," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 724-735, March.
    8. 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.
    9. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(2 (Fall)), pages 215-287.
    10. Simon Gilchrist & David López-Salido & Egon Zakrajšek, 2015. "Monetary Policy and Real Borrowing Costs at the Zero Lower Bound," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 77-109, January.
    11. Eric T. Swanson, 2016. "Measuring the effects of unconventional monetary policy on asset prices," Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 19(2), pages 78-100, August.
    12. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    13. Hasan, Iftekhar & Wu, Qiang & Zhang, Hao & Hoi, Chun-Keung (Stan), 2014. "Beauty is in the eye of the beholder: The effect of corporate tax avoidance on the cost of bank loans," Bank of Finland Research Discussion Papers 3/2014, Bank of Finland.
    14. Valta, Philip, 2012. "Competition and the cost of debt," Journal of Financial Economics, Elsevier, vol. 105(3), pages 661-682.
    15. Paligorova, Teodora & Santos, João A.C., 2017. "Monetary policy and bank risk-taking: Evidence from the corporate loan market," Journal of Financial Intermediation, Elsevier, vol. 30(C), pages 35-49.
    16. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    17. Ivashina, Victoria & Laeven, Luc & Moral-Benito, Enrique, 2022. "Loan types and the bank lending channel," Journal of Monetary Economics, Elsevier, vol. 126(C), pages 171-187.
    18. Sudheer Chava & Dmitry Livdan & Amiyatosh Purnanandam, 2009. "Do Shareholder Rights Affect the Cost of Bank Loans?," The Review of Financial Studies, Society for Financial Studies, vol. 22(8), pages 2973-3004, August.
    19. Diana Bonfim & André Capela, 2020. "The effect of corporate bond purchases by the ECB on firms’ borrowing costs," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    20. Hasan, Iftekhar & Shen, Yi & Yuan, Xiaojing, 2021. "Local product market competition and bank loans," Journal of Corporate Finance, Elsevier, vol. 70(C).
    21. Hancock, Diana & Passmore, Wayne, 2011. "Did the Federal Reserve's MBS purchase program lower mortgage rates?," Journal of Monetary Economics, Elsevier, vol. 58(5), pages 498-514.
    22. Rayenda K. Brahmana & Hui‐Wei You & Evan Lau, 2022. "Does reputation matter for firm risk in developing country?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 2110-2123, April.
    23. Marco Di Maggio & Amir Kermani & Christopher J Palmer, 2020. "How Quantitative Easing Works: Evidence on the Refinancing Channel," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(3), pages 1498-1528.
    24. repec:zbw:bofrdp:2014_003 is not listed on IDEAS
    25. Qiu, Jiaping & Yu, Fan, 2009. "The market for corporate control and the cost of debt," Journal of Financial Economics, Elsevier, vol. 93(3), pages 505-524, September.
    26. Hasan, Iftekhar & Hoi, Chun Keung & Wu, Qiang & Zhang, Hao, 2017. "Social Capital and Debt Contracting: Evidence from Bank Loans and Public Bonds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 1017-1047, June.
    27. Asani Sarkar & Jeffrey Shrader, 2010. "Financial amplification mechanisms and the Federal Reserve’s supply of liquidity during the crisis," Economic Policy Review, Federal Reserve Bank of New York, vol. 16(Aug), pages 55-74.
    28. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 215-287.
    29. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    30. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    31. Joseph E. Gagnon & Matthew Raskin & Julie Remache & Brian P. Sack, 2011. "Large-scale asset purchases by the Federal Reserve: did they work?," Economic Policy Review, Federal Reserve Bank of New York, vol. 17(May), pages 41-59.
    32. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    33. Joel F. Houston & Liangliang Jiang & Chen Lin & Yue Ma, 2014. "Political Connections and the Cost of Bank Loans," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 193-243, March.
    34. Jun Qian & Philip E. Strahan, 2007. "How Laws and Institutions Shape Financial Contracts: The Case of Bank Loans," Journal of Finance, American Finance Association, vol. 62(6), pages 2803-2834, December.
    35. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    36. Gang Wang, 2019. "The Effects of Quantitative Easing Announcements on the Mortgage Market: An Event Study Approach," IJFS, MDPI, vol. 7(1), pages 1-30, February.
    37. Alexander Rodnyansky & Olivier M. Darmouni, 2017. "The Effects of Quantitative Easing on Bank Lending Behavior," The Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3858-3887.
    38. Chakraborty, Indraneel & Goldstein, Itay & MacKinlay, Andrew, 2020. "Monetary stimulus and bank lending," Journal of Financial Economics, Elsevier, vol. 136(1), pages 189-218.
    39. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    40. Ashraf, Badar Nadeem & Qian, Ningyu & Shen, Yinjie (Victor), 2021. "The impact of trade and financial openness on bank loan pricing: Evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 47(C).
    41. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    42. Bowman, David & Cai, Fang & Davies, Sally & Kamin, Steven, 2015. "Quantitative easing and bank lending: Evidence from Japan," Journal of International Money and Finance, Elsevier, vol. 57(C), pages 15-30.
    43. Hasan, Iftekhar & Hoi, Chun Keung (Stan) & Wu, Qiang & Zhang, Hao, 2014. "Beauty is in the eye of the beholder: The effect of corporate tax avoidance on the cost of bank loans," Journal of Financial Economics, Elsevier, vol. 113(1), pages 109-130.
    44. Tamanna Dalwai & Mahdi Salehi, 2021. "Business strategy, intellectual capital, firm performance, and bankruptcy risk: evidence from Oman's non-financial sector companies," Asian Review of Accounting, Emerald Group Publishing Limited, vol. 29(3), pages 474-504, August.
    45. Paige Fields, L. & Fraser, Donald R. & Subrahmanyam, Avanidhar, 2012. "Board quality and the cost of debt capital: The case of bank loans," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1536-1547.
    46. Isil Erel, 2011. "The Effect of Bank Mergers on Loan Prices: Evidence from the United States," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1068-1101.
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