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    Published on Wednesday, April 21, 2021 | Updated on Thursday, April 22, 2021

    Big Data techniques used

    U.S. | Analyzing the Effect of PPP Loan Issuances to Regional Economies

    Summary

    This brief analyzes the impact of the 2020 CARES Act’s Paycheck Protection Program on short and long term regional labor markets and compares these results to the government consensus and the effects of concurrent Covid-19 recovery programs.

    Key points

    • Key points:
    • We estimate that half a trillion dollars in PPP loans saved 3.64 million jobs
    • For every 1% of payrolls covered by PPP loans, MSAs prevented a 0.83% decrease in nonfarm payroll
    • We find that the program disproportionately benefited small counties, but provided no clear benefit across industries

    Geographies

    Topics

    Authors

    Adrian Casillas
    Nathaniel Karp

    Documents and files

    Report (PDF)

    US_PPP_Apr21.pdf

    English - April 21, 2021

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