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Working Paper
The Impact of Fintech Lending on Credit Access for U.S. Small Businesses
Small business lending (SBL) plays an important role in funding productive investment and fostering local economic growth. Recently, nonbank lenders have gained market share in the SBL market in the United States, especially relative to community banks. Among nonbanks, fintech lenders have become particularly active, leveraging alternative data for their own internal credit scoring. We use proprietary loan-level data from two fintech SBL platforms (Funding Circle and LendingClub) to explore the characteristics of loans originated pre-pandemic (2016‒2019). Our results show that fintech SBL ...
Journal Article
Is the PPPLF Still Encouraging Small Business Lending?
The Federal Reserve designed its Paycheck Protection Program Liquidity Facility to ease liquidity issues and support small business lending during the pandemic. The liquidity facility allowed banks to pledge Paycheck Protection Program loans as risk-free collateral during the beginning of the COVID-19 pandemic. Analysis shows that, although the program has essentially ended, the positive effects on small business lending have persisted, particularly among small banks with lower liquidity, in keeping with the intent of the program.