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Information-based pricing in specialized lending

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  • Blickle, Kristian
  • He, Zhiguo
  • Huang, Jing
  • Parlatore, Cecilia

Abstract

We study how competition between asymmetrically informed banks, one specialized and one nonspecialized, affects loan prices. Both banks possess “general” signals regarding the borrower’s quality, which they use to screen loans. The specialized bank also has access to a “specialized” signal on which it bases its loan pricing. This private information-based pricing makes the specialized bank bid more aggressively, mitigating the informational rent effect that gives it monopolistic power. Our findings explain why loans from specialized lenders feature lower interest rates and better ex post performance. Supporting empirical evidence emphasizes the role of specialized information in shaping credit market outcomes.

Suggested Citation

  • Blickle, Kristian & He, Zhiguo & Huang, Jing & Parlatore, Cecilia, 2025. "Information-based pricing in specialized lending," Journal of Financial Economics, Elsevier, vol. 172(C).
  • Handle: RePEc:eee:jfinec:v:172:y:2025:i:c:s0304405x25001436
    DOI: 10.1016/j.jfineco.2025.104135
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    1. Gregory S. Crawford & Nicola Pavanini & Fabiano Schivardi, 2018. "Asymmetric Information and Imperfect Competition in Lending Markets," American Economic Review, American Economic Association, vol. 108(7), pages 1659-1701, July.
    2. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 551-575.
    3. Zhiguo He & Jing Huang & Cecilia Parlatore, 2024. "Information Span in Credit Market Competition," NBER Working Papers 33141, National Bureau of Economic Research, Inc.
    4. Zhiguo He & Sheila Jiang & Douglas Xu, 2024. "Tech-Driven Intermediation in the Originate-to-Distribute Model," NBER Working Papers 32052, National Bureau of Economic Research, Inc.
    5. John H. Kagel & Dan Levin, 1999. "Common Value Auctions with Insider Information," Econometrica, Econometric Society, vol. 67(5), pages 1219-1238, September.
    6. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    7. Chodorow-Reich, Gabriel & Darmouni, Olivier & Luck, Stephan & Plosser, Matthew, 2022. "Bank liquidity provision across the firm size distribution," Journal of Financial Economics, Elsevier, vol. 144(3), pages 908-932.
    8. Zhiguo He & Sheila Jiang & Douglas Xu & Xiao Yin, 2022. "Investing in Lending Technology: IT Spending in Banking," NBER Working Papers 30403, National Bureau of Economic Research, Inc.
    9. Donald B. Hausch, 1987. "An Asymmetric Common-Value Auction Model," RAND Journal of Economics, The RAND Corporation, vol. 18(4), pages 611-621, Winter.
    10. Paravisini, Daniel & Rappoport, Veronica & Schnabl, Philipp, 2023. "Specialization in bank lending: evidence from exporting firms," LSE Research Online Documents on Economics 119458, London School of Economics and Political Science, LSE Library.
    11. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    12. 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.
    13. Milgrom, Paul & Weber, Robert J., 1982. "The value of information in a sealed-bid auction," Journal of Mathematical Economics, Elsevier, vol. 10(1), pages 105-114, June.
    14. Gregory J. Cohen & Melanie Friedrichs & Kamran Gupta & William Hayes & Seung Jung Lee & W. Blake Marsh & Nathan Mislang & Maya Shaton & Martin Sicilian, 2018. "The U.S. Syndicated Loan Market: Matching Data," Research Working Paper RWP 18-9, Federal Reserve Bank of Kansas City.
    15. Blickle, Kristian & Parlatore Siritto, Cecilia & Saunders, Anthony, 2025. "Specialization in Banking," CEPR Discussion Papers 20674, Centre for Economic Policy Research.
    16. Alexander W. Butler, 2008. "Distance Still Matters: Evidence from Municipal Bond Underwriting," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 763-784, April.
    17. Robert Hauswald & Robert Marquez, 2003. "Information Technology and Financial Services Competition," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 921-948, July.
    18. Neale Mahoney & E. Glen Weyl, 2017. "Imperfect Competition in Selection Markets," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 637-651, July.
    19. Roger B. Myerson, 1981. "Optimal Auction Design," Mathematics of Operations Research, INFORMS, vol. 6(1), pages 58-73, February.
    20. Viral V. Acharya & Iftekhar Hasan & Anthony Saunders, 2006. "Should Banks Be Diversified? Evidence from Individual Bank Loan Portfolios," The Journal of Business, University of Chicago Press, vol. 79(3), pages 1355-1412, May.
    21. Engelbrecht-Wiggans, Richard & Milgrom, Paul R. & Weber, Robert J., 1983. "Competitive bidding and proprietary information," Journal of Mathematical Economics, Elsevier, vol. 11(2), pages 161-169, April.
    22. Broecker, Thorsten, 1990. "Credit-Worthiness Tests and Interbank Competition," Econometrica, Econometric Society, vol. 58(2), pages 429-452, March.
    23. Robert Marquez, 2002. "Competition, Adverse Selection, and Information Dispersion in the Banking Industry," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 901-926.
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    Cited by:

    1. Vives, Xavier & Ye, Zhiqiang, 2025. "Fintech entry, lending market competition, and welfare," Journal of Financial Economics, Elsevier, vol. 168(C).
    2. Ding, Zijia & Liu, Qian & Che, Dexin, 2025. "Specialization in Bank lending and firm deleveraging: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 103(C).
    3. Kristian S. Blickle & Cecilia Parlatore & Anthony Saunders, 2025. "Deposit Specialization and Lending Behavior," Staff Reports 1175, Federal Reserve Bank of New York.

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    Keywords

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    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • L52 - Industrial Organization - - Regulation and Industrial Policy - - - Industrial Policy; Sectoral Planning Methods
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O36 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Open Innovation

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