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How Did the MSLP Borrowers Fare Before and During COVID-19?

Author

Listed:
  • Joshua Ballance
  • Melanie Qing
  • J. Christina Wang

Abstract

This policy brief uses Dun & Bradstreet (D&B) data to assess whether the Main Street Lending Program (MSLP) borrowers were in worse financial health than their peers before COVID-19 hit the economy hard in March 2020 or suffered worse deterioration afterward. The findings can help us better understand why these firms sought to obtain MSLP loans. We find that MSLP borrowers tend to be larger than their peer firms (that is, firms in the same industry and state). Within the same size group, MSLP borrowers are on average younger than their peers. Borrowers tended to have a slightly higher predicted risk of failure than their peers in March 2020. Their failure risk grew somewhat more than their peers' risk from March to the month when their MSLP loan request was submitted. These firms' relative performance in 2020 appears to be little correlated with their relative performance over the corresponding months in 2019. MSLP borrowers had worse actual delinquency records in March 2020, as well as more deterioration than their peers from March to the month of the MSLP loan submission. For the subset of borrowers with business spending data available from D&B, spending was on average higher in March 2020 than their peer companies' spending, and it fell somewhat less from March to the MSLP loan submission month. Taken together, our findings suggest that these firms borrowed from the MSLP because 1) their greater growth or survival potential, and hence relationship value, made lenders willing to lend to them, and 2) their higher credit risk made the MSLP attractive, as it enabled the borrowers to pay a lower price or obtain more credit than they would have otherwise.

Suggested Citation

  • Joshua Ballance & Melanie Qing & J. Christina Wang, 2021. "How Did the MSLP Borrowers Fare Before and During COVID-19?," Current Policy Perspectives 93055, Federal Reserve Bank of Boston.
  • Handle: RePEc:fip:fedbcq:93055
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    References listed on IDEAS

    as
    1. Falk Bräuning & José Fillat & Frankie Lin & J. Christina Wang, 2021. "A Helping Hand to Main Street Where and When It Was Needed," Current Policy Perspectives 92116, Federal Reserve Bank of Boston.
    2. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2008. "Zombie Lending and Depressed Restructuring in Japan," American Economic Review, American Economic Association, vol. 98(5), pages 1943-1977, December.
    3. Gustavo Joaquim & Felipe Netto, 2021. "Bank Incentives and the Effect of the Paycheck Protection Program," Working Papers 21-15, Federal Reserve Bank of Boston.
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    Cited by:

    1. Gustavo Joaquim & J. Christina Wang, 2022. "What Do 25 Million Records of Small Businesses Say about the Effects of the PPP?," Working Papers 22-23, Federal Reserve Bank of Boston.
    2. J. Christina Wang, 2022. "The Main Street Lending Program: Who Borrowed and How Have They Benefited?," Working Papers 22-24, Federal Reserve Bank of Boston.

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    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • 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
    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes

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