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Big Techs vs Banks

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  • Gambacorta, Leonardo
  • Khalil, Fahad
  • Parigi, Bruno

Abstract

We study an economy in which large technology companies (big techs) provide credit to firms operating on their platforms. We focus on the trade-off between privacy and efficiency in the interaction between big tech and bank lending. Big techs have access to troves of data on firms who trade on their platforms. This reduces privacy for their clients but results in more efficient use of client-risk information curtailing strategic defaults in an environment with limited enforcement. Bank loans offer greater privacy but must break even on average across different risks, resulting in inefficient defaults by solvent rms. Furthermore, big techs also have stronger enforcement of credit repayment since they can exclude a defaulter from their ecosystem. Fearing expropriation of their continuation values, firms will not borrow from an all too powerful big tech that has superior information as well as superior enforcement. Competitive privacy offered by big techs can attract intermediate-risk types and eliminate inefficient defaults, where the safest firms prefer to enjoy information rent on a bank loan. The way big techs share information, i.e., by providing information publicly or in a private way, entails different outcomes in terms of efficiency.

Suggested Citation

  • Gambacorta, Leonardo & Khalil, Fahad & Parigi, Bruno, 2022. "Big Techs vs Banks," CEPR Discussion Papers 17649, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:17649
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    1. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    2. 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.
    3. Patrick Bolton & Xavier Freixas & Leonardo Gambacorta & Paolo Emilio Mistrulli, 2016. "Relationship and Transaction Lending in a Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2643-2676.
    4. Dirk Bergemann & Alessandro Bonatti & Tan Gan, 2022. "The economics of social data," RAND Journal of Economics, RAND Corporation, vol. 53(2), pages 263-296, June.
    5. Stewart C. Myers & Raghuram G. Rajan, 1998. "The Paradox of Liquidity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 733-771.
    6. Bolton, Patrick & Scharfstein, David S, 1990. "A Theory of Predation Based on Agency Problems in Financial Contracting," American Economic Review, American Economic Association, vol. 80(1), pages 93-106, March.
    7. Calzolari, Giacomo & Pavan, Alessandro, 2006. "On the optimality of privacy in sequential contracting," Journal of Economic Theory, Elsevier, vol. 130(1), pages 168-204, September.
    8. 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.
    9. Dorfleitner, Gregor & Priberny, Christopher & Schuster, Stephanie & Stoiber, Johannes & Weber, Martina & de Castro, Ivan & Kammler, Julia, 2016. "Description-text related soft information in peer-to-peer lending – Evidence from two leading European platforms," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 169-187.
    10. Ernst-Ludwig von Thadden, 1995. "Long-Term Contracts, Short-Term Investment and Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 557-575.
    11. Cole, Harold L. & Kehoe, Patrick J., 1995. "The role of institutions in reputation models of sovereign debt," Journal of Monetary Economics, Elsevier, vol. 35(1), pages 45-64, February.
    12. Alessandro Acquisti & Hal R. Varian, 2005. "Conditioning Prices on Purchase History," Marketing Science, INFORMS, vol. 24(3), pages 367-381, May.
    13. Fahad Khalil & Jacques Lawarrée & Troy J. Scott, 2015. "Private monitoring, collusion, and the timing of information," RAND Journal of Economics, RAND Corporation, vol. 46(4), pages 872-890, October.
    14. Jon Frost, 2020. "The economic forces driving FinTech adoption across countries," Working Papers 663, DNB.
    15. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    16. Juan D. Carrillo & Thomas Mariotti, 2000. "Strategic Ignorance as a Self-Disciplining Device," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(3), pages 529-544.
    17. Jentzsch, Nicola, 2016. "State-of-the-Art of the Economics of Cyber-Security and Privacy," EconStor Research Reports 126223, ZBW - Leibniz Information Centre for Economics.
    18. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    19. Curtis R. Taylor, 2004. "Consumer Privacy and the Market for Customer Information," RAND Journal of Economics, The RAND Corporation, vol. 35(4), pages 631-650, Winter.
    20. Jappelli, Tullio & Pagano, Marco, 2002. "Information sharing, lending and defaults: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(10), pages 2017-2045, October.
    21. Erik Feyen & Jon Frost & Leonardo Gambacorta & Harish Natarajan & Matthew Saal, 2021. "Fintech and the digital transformation of financial services: implications for market structure and public policy," BIS Papers, Bank for International Settlements, number 117.
    22. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
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    More about this item

    JEL classification:

    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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