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The More The Better? Information Sharing And Credit Risk

Author

Listed:
  • Irina Iakimenko

    (National Research University Higher School of Economics)

  • Maria Semenova

    (National Research University Higher School of Economics)

  • Eugeny Zimin

    (National Research University Higher School of Economics)

Abstract

Correctly estimating borrower credit risk is a task of particular and growing importance for banks all around the globe. Formal information sharing mechanisms are aimed to reduce information asymmetry in the credit markets and to enhance the precision of those estimates. In the literature, however, whether more, and more detailed, borrower information shared by credit bureaus and credit registries is always associated with higher quality bank credit portfolios and lower credit risk is not completely unambiguous. More credit information disclosed by information intermediaries tends to result in a weaker disciplinary effect of credit history, which means higher credit risk. The accuracy of assessing the creditworthiness of borrowers grows due to an increase in the predictive power of scoring models, which leads to a reduction in credit risk. In this paper, we make a first attempt to examine the nonlinearity of this effect. We study the relationship between the depth of credit information disclosed and the stability of the banking sector in terms of credit risk. Based on data on 80 countries for 2004–2015, we show that the relationship between disclosure and credit risk is non-linear: we observe the lowest levels of credit risk at the minimum and maximum levels of disclosure. We analyze the influence of national institutional quality and financial development on the nature of the relationship. We show that credit risk decreases with increasing amounts of disclosure by credit bureaus and credit registers in well-developed financial markets and in a high-quality institutional environment.

Suggested Citation

  • Irina Iakimenko & Maria Semenova & Eugeny Zimin, 2021. "The More The Better? Information Sharing And Credit Risk," HSE Working papers WP BRP 85/FE/2021, National Research University Higher School of Economics.
  • Handle: RePEc:hig:wpaper:85/fe/2021
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    References listed on IDEAS

    as
    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. Martin Brown & Christian Zehnder, 2007. "Credit Reporting, Relationship Banking, and Loan Repayment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(8), pages 1883-1918, December.
    3. Fungáčová, Zuzana & Poghosyan, Tigran, 2011. "Determinants of bank interest margins in Russia: Does bank ownership matter?," Economic Systems, Elsevier, vol. 35(4), pages 481-495.
    4. Sharma, Priyanka, 2017. "Is more information always better? A case in credit markets," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 269-283.
    5. Gietzen, Thomas, 2016. "The Impact of Credit Information Sharing on Interest Rates," Working Papers on Finance 1612, University of St. Gallen, School of Finance.
    6. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    7. Nakamura, Leonard I. & Roszbach, Kasper, 2018. "Credit ratings, private information, and bank monitoring ability," Journal of Financial Intermediation, Elsevier, vol. 36(C), pages 58-73.
    8. Fecht, Falko & Thum, Stefan & Weber, Patrick, 2019. "Fear, deposit insurance schemes, and deposit reallocation in the German banking system," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 151-165.
    9. Trust R. Mpofu & Eftychia Nikolaidou, 2018. "Determinants of Credit Risk in the Banking system in Sub-Saharan Africa," School of Economics Macroeconomic Discussion Paper Series 2018-04, School of Economics, University of Cape Town.
    10. Kusi, Baah Aye & Agbloyor, Elikplimi Komla & Ansah-Adu, Kwadjo & Gyeke-Dako, Agyapomaa, 2017. "Bank credit risk and credit information sharing in Africa: Does credit information sharing institutions and context matter?," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1123-1136.
    11. Kallberg, Jarl G. & Udell, Gregory F., 2003. "The value of private sector business credit information sharing: The US case," Journal of Banking & Finance, Elsevier, vol. 27(3), pages 449-469, March.
    12. Doblas-Madrid, Antonio & Minetti, Raoul, 2013. "Sharing information in the credit market: Contract-level evidence from U.S. firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 198-223.
    13. Padilla, A. Jorge & Pagano, Marco, 2000. "Sharing default information as a borrower discipline device," European Economic Review, Elsevier, vol. 44(10), pages 1951-1980, December.
    14. Klaus Schaeck & Martin Cihak & Simon Wolfe, 2009. "Are Competitive Banking Systems More Stable?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(4), pages 711-734, June.
    15. Maria Semenova, 2008. "Information Sharing in Credit Markets: Incentives for Incorrect Information Reporting," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 50(3), pages 381-415, September.
    16. Alberto Bennardo & Marco Pagano & Salvatore Piccolo, 2015. "Multiple Bank Lending, Creditor Rights, and Information Sharing," Review of Finance, European Finance Association, vol. 19(2), pages 519-570.
    17. Brei, Michael & Jacolin, Luc & Noah, Alphonse, 2020. "Credit risk and bank competition in Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 44(C).
    18. Vercammen, James A, 1995. "Credit Bureau Policy and Sustainable Reputation Effects in Credit Markets," Economica, London School of Economics and Political Science, vol. 62(248), pages 461-478, November.
    19. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    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. 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.
    22. Škrabić Perić, Blanka & Rimac Smiljanić, Ana & Aljinović, Zdravka, 2018. "Credit risk of subsidiaries of foreign banks in CEE countries: Impacts of the parent bank and home country economic environment," The North American Journal of Economics and Finance, Elsevier, vol. 46(C), pages 49-69.
    23. Swamy, Vighneswara, 2012. "Impact of Macroeconomic and Endogenous Factors on Non-Performing Bank Assets," MPRA Paper 47517, University Library of Munich, Germany.
    24. Chen, Minghua & Wu, Ji & Jeon, Bang Nam & Wang, Rui, 2017. "Do foreign banks take more risk? Evidence from emerging economies," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 20-39.
    25. Samuel Fosu & Albert Danso & Henry Agyei-Boapeah & Collins G. Ntim & Emmanuel Adegbite, 2020. "Credit information sharing and loan default in developing countries: the moderating effect of banking market concentration and national governance quality," Review of Quantitative Finance and Accounting, Springer, vol. 55(1), pages 55-103, July.
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    More about this item

    Keywords

    Credit risk; Credit bureau; Credit registry; Bank; Information sharing;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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