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How far can digital innovation improve credit to small firms in emerging market economies?

Author

Listed:
  • Julian Caballero
  • Sebastian Doerr
  • Aaron Mehrotra
  • Fabrizio Zampolli

Abstract

Small and medium-sized enterprises (SMEs) in emerging market economies struggle to access credit, partly due to firms' short financial histories and lack of collateral. The rise of big tech and fintech lenders that make better use of data and digital innovation could reduce the need for collateral and improve SMEs' access to credit. However, big tech and fintech lending so far constitutes only a small share of the total. Digital innovation by itself may not be enough to substantially improve SME lending without further progress in overcoming more deep-seated obstacles.

Suggested Citation

  • Julian Caballero & Sebastian Doerr & Aaron Mehrotra & Fabrizio Zampolli, 2025. "How far can digital innovation improve credit to small firms in emerging market economies?," BIS Bulletins 99, Bank for International Settlements.
    • Handle: RePEc:bis:bisblt:99
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    References listed on IDEAS

    as
    1. Leonardo Gambacorta & Yiping Huang & Zhenhua Li & Han Qiu & Shu Chen, 2023. "Data versus Collateral," Review of Finance, European Finance Association, vol. 27(2), pages 369-398.
    2. Beck, Thorsten & Gambacorta, Leonardo & Huang, Yiping & Li, Zhenhua & Qiu, Han, 2022. "Big techs, QR code payments and financial inclusion," CEPR Discussion Papers 17297, C.E.P.R. Discussion Papers.
    3. Marco Di Maggio & Vincent Yao, 2021. "Fintech Borrowers: Lax Screening or Cream-Skimming?," The Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 4565-4618.
    4. Murillo Campello & Mauricio Larrain, 2016. "Enlarging the Contracting Space: Collateral Menus, Access to Credit, and Economic Activity," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 349-383.
    5. Chen, S. & Doerr, S. & Frost, J. & Gambacorta, L. & Shin, H.S., 2023. "The fintech gender gap," Journal of Financial Intermediation, Elsevier, vol. 54(C).
    6. Ahnert, Toni & Doerr, Sebastian & Pierri, Nicola & Timmer, Yannick, 2022. "Information Technology in Banking and Entrepreneurship," CEPR Discussion Papers 17335, C.E.P.R. Discussion Papers.
    7. Jacopo Ponticelli & Leonardo S. Alencar, 2016. "Court Enforcement, Bank Loans, and Firm Investment: Evidence from a Bankruptcy Reform in Brazil," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1365-1413.
    8. Chengbo Xie & Sijia Hu, 2024. "Open banking: an early review," Journal of Internet and Digital Economics, Emerald Group Publishing Limited, vol. 4(2), pages 73-82, July.
    9. Jon Frost & Leonardo Gambacorta & Yi Huang & Hyun Song Shin & Pablo Zbinden, 2019. "BigTech and the changing structure of financial intermediation," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 761-799.
    10. Paul Beaumont & Huan Tang & Éric Vansteenberghe, 2024. "Collateral Effects: The Role of FinTech in Small Business Lending [Effets collatéraux : le rôle des Fintechs dans le financement des petites et moyennes entreprises]," Débats Economiques et financiers 42, Banque de France.
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