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How do banking fintech services affect SME debt?

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  • Fasano, Francesco
  • Cappa, Francesco

Abstract

Fintech technologies have become increasingly important in the banking industry, as they allow alternative effective means to interact with clients and collect hard information, i.e. codifiable data, to make better lending decisions. However, the advent of technology contrasts with the traditional bank-firm relationship based on human interactions and soft information. This study examines whether fintech favors or hampers the amount of debt finance issued by SMEs. Our findings reveal that the use of internet banking reduces SME debt, suggesting that credit decisions based on hard information reduce the likelihood of SMEs using bank debt. A key implication of our findings is that banks and entrepreneurs should reinforce their personal relationships.

Suggested Citation

  • Fasano, Francesco & Cappa, Francesco, 2022. "How do banking fintech services affect SME debt?," Journal of Economics and Business, Elsevier, vol. 121(C).
    • Handle: RePEc:eee:jebusi:v:121:y:2022:i:c:s0148619522000261
    DOI: 10.1016/j.jeconbus.2022.106070
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    1. Rebecca Nüesch & Rainer Alt & Thomas Puschmann, 2015. "Hybrid Customer Interaction," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(1), pages 73-78, February.
    2. Jens Grunert & Lars Norden, 2012. "Bargaining power and information in SME lending," Small Business Economics, Springer, vol. 39(2), pages 401-417, September.
    3. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    4. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    5. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 569-600.
    6. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    7. Li, Shaofang & Marinč, Matej, 2018. "Economies of scale and scope in financial market infrastructures," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 53(C), pages 17-49.
    8. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    9. Adhami, Saman & Giudici, Giancarlo & Martinazzi, Stefano, 2018. "Why do businesses go crypto? An empirical analysis of initial coin offerings," Journal of Economics and Business, Elsevier, vol. 100(C), pages 64-75.
    10. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    11. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    12. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    13. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    14. Gambacorta, Leonardo & Huang, Yiping & Li, Zhenhua & Qiu, Han & Chen, Shu, 2020. "Data vs collateral," CEPR Discussion Papers 15262, Centre for Economic Policy Research.
    15. Hamid Reza Khedmatgozar & Arezoo Shahnazi, 2018. "The role of dimensions of perceived risk in adoption of corporate internet banking by customers in Iran," Electronic Commerce Research, Springer, vol. 18(2), pages 389-412, June.
    16. Allen N. Berger & W. Scott Frame, 2007. "Small Business Credit Scoring and Credit Availability," Journal of Small Business Management, Taylor & Francis Journals, vol. 45(1), pages 5-22, January.
    17. Cerqueiro, Geraldo & Degryse, Hans & Ongena, Steven, 2011. "Rules versus discretion in loan rate setting," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 503-529, October.
    18. Anagnostopoulos, Ioannis, 2018. "Fintech and regtech: Impact on regulators and banks," Journal of Economics and Business, Elsevier, vol. 100(C), pages 7-25.
    19. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    20. Binks, Martin R & Ennew, Christine T, 1997. "The Relationship between U.K. Banks and Their Small Business Customers," Small Business Economics, Springer, vol. 9(2), pages 167-178, April.
    21. Ozkan, Aydin & Ozkan, Neslihan, 2004. "Corporate cash holdings: An empirical investigation of UK companies," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2103-2134, September.
    22. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    23. Drasch, Benedict J. & Schweizer, André & Urbach, Nils, 2018. "Integrating the ‘Troublemakers’: A taxonomy for cooperation between banks and fintechs," Journal of Economics and Business, Elsevier, vol. 100(C), pages 26-42.
    24. Jon Frost, 2020. "The economic forces driving FinTech adoption across countries," Working Papers 663, DNB.
    25. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    26. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    27. DeYoung, Robert & Lang, William W. & Nolle, Daniel L., 2007. "How the Internet affects output and performance at community banks," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1033-1060, April.
    28. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    29. Marsal-Llacuna, Maria-Lluïsa, 2018. "Future living framework: Is blockchain the next enabling network?," Technological Forecasting and Social Change, Elsevier, vol. 128(C), pages 226-234.
    30. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    31. Uchida, Hirofumi & Udell, Gregory F. & Yamori, Nobuyoshi, 2012. "Loan officers and relationship lending to SMEs," Journal of Financial Intermediation, Elsevier, vol. 21(1), pages 97-122.
    32. Cappa, Francesco & Cetrini, Giorgio & Oriani, Raffaele, 2020. "The impact of corporate strategy on capital structure: evidence from Italian listed firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 379-385.
    33. Paul Moon Sub Choi & Joung Hwa Choi & Chune Young Chung & Yun Joo An, 2020. "Corporate Governance and Capital Structure: Evidence from Sustainable Institutional Ownership," Sustainability, MDPI, vol. 12(10), pages 1-8, May.
    34. Stijn Claessens & Jon Frost & Grant Turner & Feng Zhu, 2018. "Fintech credit markets around the world: size, drivers and policy issues," BIS Quarterly Review, Bank for International Settlements, September.
    35. Jie Gan & Timothy J. Riddiough, 2008. "Monopoly and Information Advantage in the Residential Mortgage Market," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2677-2703, November.
    36. Marko Jakšič & Matej Marinč, 2019. "Relationship banking and information technology: the role of artificial intelligence and FinTech," Risk Management, Palgrave Macmillan, vol. 21(1), pages 1-18, March.
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