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Does Fintech Lending Lower Financing Costs? Evidence From An Emerging Market

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  • Jose Renato Haas Ornelas
  • Alexandre Reggi Pecora

Abstract

Using proprietary data of virtually all unsecured working capital loans to small businesses in Brazil, we find that online Peer-to-Peer (P2P) lenders focus on smaller and riskier firms already served by banks. P2P clients get lower interest rates compared to traditional banks. Once they borrow from P2Ps, they find a lower rate on subsequent bank loans, indicating that banks try to recapture runaway borrowers. In response to P2P entry, incumbent banks in oligopolistic markets decrease their lending rates by 2.5 percentage points and expand credit to older firms with difficulty accessing credit. We rationalize these findings in a structural IO model of the banking sector, where banks and P2Ps have different profit functions and compete for clients with risk heterogeneity. We use the estimated model to calculate welfare gains. P2Ps significantly increase social welfare in oligopolistic markets by offering lower interest rates to riskier borrowers and forcing the banks to do the same. Welfare gains range from 10% of the local output in municipalities with only one incumbent bank to 1% in those with five banks.

Suggested Citation

  • Jose Renato Haas Ornelas & Alexandre Reggi Pecora, 2022. "Does Fintech Lending Lower Financing Costs? Evidence From An Emerging Market," Working Papers Series 571, Central Bank of Brazil, Research Department.
    • Handle: RePEc:bcb:wpaper:571
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    References listed on IDEAS

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    1. Mark Egan, 2019. "Brokers versus Retail Investors: Conflicting Interests and Dominated Products," Journal of Finance, American Finance Association, vol. 74(3), pages 1217-1260, June.
    2. Small, Kenneth A & Rosen, Harvey S, 1981. "Applied Welfare Economics with Discrete Choice Models," Econometrica, Econometric Society, vol. 49(1), pages 105-130, January.
    3. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
    4. Dick, Astrid A., 2008. "Demand estimation and consumer welfare in the banking industry," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1661-1676, August.
    5. Victor Leonardo de Araujo & Marcos Antonio Macedo Cintra, 2011. "O Papel dos Bancos Públicos Federais na Economia Brasileira," Discussion Papers 1604, Instituto de Pesquisa Econômica Aplicada - IPEA.
    6. Thakor, Anjan V., 2020. "Fintech and banking: What do we know?," Journal of Financial Intermediation, Elsevier, vol. 41(C).
    7. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    8. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    9. Andrew Hertzberg & Andres Liberman & Daniel Paravisini, 2018. "Screening on Loan Terms: Evidence from Maturity Choice in Consumer Credit," The Review of Financial Studies, Society for Financial Studies, vol. 31(9), pages 3532-3567.
    10. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    11. Angelo D'Andrea & Nicola Limodio, 2019. "High-Speed Internet, Financial Technology and Banking in Africa," BAFFI CAREFIN Working Papers 19124, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    12. Mark G. Guzman, 2000. "Bank structure, capital accumulation and growth: a simple macroeconomic model," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 16(2), pages 421-455.
    13. Augereau, Angelique & Greenstein, Shane, 2001. "The need for speed in emerging communications markets: upgrades to advanced technology at Internet Service Providers," International Journal of Industrial Organization, Elsevier, vol. 19(7), pages 1085-1102, July.
    14. Mark Egan & Stefan Lewellen & Adi Sunderam, 2022. "The Cross-Section of Bank Value," The Review of Financial Studies, Society for Financial Studies, vol. 35(5), pages 2101-2143.
    15. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
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