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Small business lending under the PPP and PPPLF programs

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  • Lopez, Jose A.
  • Spiegel, Mark M.

Abstract

We use Call Report data to examine the effects of the Paycheck Protection Program (PPP) and the PPP Liquidity Facility (PPPLF) on small business and farm lending by individual commercial banks. As program participation was associated with small business lending, we adopt an instrumental variables approach to identify causal implications based on historical bank relationships with the Small Business Administration and the Federal Reserve’s discount window. Our results indicate that both programs encouraged lending growth over the first half of 2020. However, while the PPP encouraged greater lending across all banks, only small and medium-sized bank lending growth was significantly related to participation in the PPPLF.

Suggested Citation

  • Lopez, Jose A. & Spiegel, Mark M., 2023. "Small business lending under the PPP and PPPLF programs," Journal of Financial Intermediation, Elsevier, vol. 53(C).
  • Handle: RePEc:eee:jfinin:v:53:y:2023:i:c:s1042957322000705
    DOI: 10.1016/j.jfi.2022.101017
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    1. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    2. Remy Beauregard & Jose A. Lopez & Mark M. Spiegel, 2020. "Small Business Lending during COVID-19," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, vol. 2020(35), pages 01-05, November.
    3. Sriya Anbil & Mark A. Carlson & Mary-Frances Styczynski, 2021. "The Effect of the PPPLF on PPP Lending by Commercial Banks," Finance and Economics Discussion Series 2021-030, Board of Governors of the Federal Reserve System (U.S.).
    4. Daniel L. Greenwald & John Krainer & Pascal Paul, 2020. "The Credit Line Channel," Working Paper Series 2020-26, Federal Reserve Bank of San Francisco.
    5. Rice, Tara & Rose, Jonathan, 2016. "When good investments go bad: The contraction in community bank lending after the 2008 GSE takeover," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 68-88.
    6. Berger, Allen N. & Demirgüç-Kunt, Asli, 2021. "Banking research in the time of COVID-19," Journal of Financial Stability, Elsevier, vol. 57(C).
    7. Chodorow-Reich, Gabriel & Darmouni, Olivier & Luck, Stephan & Plosser, Matthew, 2022. "Bank liquidity provision across the firm size distribution," Journal of Financial Economics, Elsevier, vol. 144(3), pages 908-932.
    8. Erel, Isil & Liebersohn, Jack, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," Working Paper Series 2020-16, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    9. Granja, João & Makridis, Christos & Yannelis, Constantine & Zwick, Eric, 2022. "Did the paycheck protection program hit the target?," Journal of Financial Economics, Elsevier, vol. 145(3), pages 725-761.
    10. Glenn Hubbard & Michael R. Strain, 2020. "Has the Paycheck Protection Program Succeeded?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(3 (Fall)), pages 335-390.
    11. Isil Erel & Jack Liebersohn, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," NBER Working Papers 27659, National Bureau of Economic Research, Inc.
    12. Haoyang Liu & Desi Volker, 2020. "Where Have the Paycheck Protection Loans Gone So Far?," Liberty Street Economics 20200506, Federal Reserve Bank of New York.
    13. Lei Li & Philip Strahan, 2020. "Who Supplies PPP Loans (And Does it Matter)? Banks, Relationships and the COVID Crisis," NBER Working Papers 28286, National Bureau of Economic Research, Inc.
    14. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
    15. James, Christopher & Lu, Jing & Sun, Yangfan, 2021. "Time is money: Real effects of relationship lending in a crisis," Journal of Banking & Finance, Elsevier, vol. 133(C).
    16. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    17. Banerjee, Ryan N. & Gambacorta, Leonardo & Sette, Enrico, 2021. "The real effects of relationship lending✰," Journal of Financial Intermediation, Elsevier, vol. 48(C).
    18. Erel, Isil & Liebersohn, Jack, 2022. "Can FinTech reduce disparities in access to finance? Evidence from the Paycheck Protection Program," Journal of Financial Economics, Elsevier, vol. 146(1), pages 90-118.
    19. Alexander W. Bartik & Zoe B. Cullen & Edward L. Glaeser & Michael Luca & Christopher T. Stanton & Adi Sunderam, 2020. "When Should Public Programs be Privately Administered? Theory and Evidence from the Paycheck Protection Program," NBER Working Papers 27623, National Bureau of Economic Research, Inc.
    20. Li, Lei & Strahan, Philip E., 2021. "Who Supplies PPP Loans (and Does It Matter)? Banks, Relationships, and the COVID Crisis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(7), pages 2411-2438, November.
    21. Boot, Arnoud W A & Thakor, Anjan V, 1994. "Moral Hazard and Secured Lending in an Infinitely Repeated Credit Market Game," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(4), pages 899-920, November.
    22. repec:aei:rpaper:1008582843 is not listed on IDEAS
    23. Sergey Chernenko & David S. Scharfstein, 2022. "Racial Disparities in the Paycheck Protection Program," NBER Working Papers 29748, National Bureau of Economic Research, Inc.
    24. Santiago Barraza & Martín Rossi & Timothy J. Yeager, 2020. "The Short-Term Effect of the Paycheck Protection Program on Unemployment," Working Papers 144, Universidad de San Andres, Departamento de Economia, revised Aug 2020.
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    Citations

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    Cited by:

    1. Berger, Allen N. & Demirgüç-Kunt, Asli, 2021. "Banking research in the time of COVID-19," Journal of Financial Stability, Elsevier, vol. 57(C).
    2. Aizenman, Joshua & Jinjarak, Yothin & Spiegel, Mark M., 2023. "Fiscal capacity and commercial bank lending under COVID-19," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    3. Harasztosi, Péter & Maurin, Laurent & Pál, Rozália & Revoltella, Debora & van der Wielen, Wouter, 2022. "Firm-level policy support during the crisis: So far, so good?," International Economics, Elsevier, vol. 171(C), pages 30-48.
    4. Anbil, Sriya & Carlson, Mark & Styczynski, Mary-Frances, 2023. "The effect of the Federal Reserve’s lending facility on PPP lending by commercial banks," Journal of Financial Intermediation, Elsevier, vol. 55(C).
    5. Allen N. Berger & Maryann P. Feldman & W. Scott Langford & Raluca Roman, 2023. ""Let Us Put Our Moneys Together": Minority-Owned Banks and Resilience to Crises," Working Papers 23-13, Federal Reserve Bank of Philadelphia.
    6. Joshua Aizenman & Yothin Jinjarak & Mark M. Spiegel, 2022. "Fiscal Stimulus and Commercial Bank Lending Under COVID-19," Working Paper Series 2022-04, Federal Reserve Bank of San Francisco.
    7. Spiegel, Mark M., 2022. "Monetary policy spillovers under COVID-19: Evidence from lending by U.S. foreign bank subsidiaries," Journal of International Money and Finance, Elsevier, vol. 122(C).
    8. Desi Volker, 2021. "COVID Response: The Paycheck Protection Program Liquidity Facility," Staff Reports 978, Federal Reserve Bank of New York.

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    More about this item

    Keywords

    PPP; PPPLF; COVID-19; Small business administration; Bank lending;
    All these keywords.

    JEL classification:

    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • E63 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Comparative or Joint Analysis of Fiscal and Monetary Policy; Stabilization; Treasury Policy
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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