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The Impact of Fintech Lending on Credit Access for U.S. Small Businesses

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  • Cornelli, Giulio
  • Frost, Jon
  • Gambacorta, Leonardo
  • Jagtiani, Julapa

Abstract

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 platforms lent more in zip codes with higher unemployment rates and higher business bankruptcy filings. Moreover, fintech platforms’ internal credit scores were able to predict future loan performance more accurately than the traditional approach to credit scoring, particularly in areas with high unemployment. Using Y14M loan-level bank data, we also compare fintech SBL with traditional bank business cards in terms of credit access and interest rates. Overall, fintech lenders have a potential to create a more inclusive financial system, allowing small businesses that were less likely to receive credit through traditional lenders to access credit and to do so at lower cost.

Suggested Citation

  • Cornelli, Giulio & Frost, Jon & Gambacorta, Leonardo & Jagtiani, Julapa, 2022. "The Impact of Fintech Lending on Credit Access for U.S. Small Businesses," CEPR Discussion Papers 17705, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:17705
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    Cited by:

    1. is not listed on IDEAS
    2. Brandon Goldstein & Julapa Jagtiani & Catharine Lemieux, 2025. "Fintech Innovations in Banking: Fintech Partnership and Default Rate on Bank Loans," Working Papers 25-21, Federal Reserve Bank of Philadelphia.
    3. He, Zhiguo & Huang, Jing & Zhou, Jidong, 2023. "Open banking: Credit market competition when borrowers own the data," Journal of Financial Economics, Elsevier, vol. 147(2), pages 449-474.
    4. Marta Cota & Ante Sterc, 2024. "Financial Skills and Search in the Mortgage Market," CERGE-EI Working Papers wp780, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    5. Yiping Huang & Xiang Li & Han Qiu & Changhua Yu, 2023. "Big tech credit and monetary policy transmission: micro-level evidence from China," BIS Working Papers 1084, Bank for International Settlements.
    6. Xu, Ying & Chen, Xinya, 2025. "How does the social insurance law affect enterprises' business credit?," International Review of Economics & Finance, Elsevier, vol. 102(C).
    7. Vives, Xavier & Ye, Zhiqiang, 2025. "Fintech entry, lending market competition, and welfare," Journal of Financial Economics, Elsevier, vol. 168(C).
    8. Huang, Yiping & Li, Xiang & Qiu, Han & Su, Dan & Yu, Changhua, 2024. "Bigtech credit, small business, and monetary policy transmission: Theory and evidence," IWH Discussion Papers 18/2022, Halle Institute for Economic Research (IWH), revised 2024.
    9. Quintiliani, Andrea, 2025. "Small and medium-sized enterprises and sustainable transition: Role of FinTech in a country's banking ecosystem," Research in International Business and Finance, Elsevier, vol. 73(PA).
    10. Liu, Fang & Xie, Linling & Liu, Wei, 2025. "Impact of Fintech on supply chain resilience," International Review of Financial Analysis, Elsevier, vol. 103(C).

    More about this item

    Keywords

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    JEL classification:

    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • L21 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Business Objectives of the Firm

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