[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/hig/wpaper/85-fe-2021.html
   My bibliography  Save this paper

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
    as

    Download full text from publisher

    File URL: https://wp.hse.ru/data/2021/11/10/1458461242/85FE2021.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    3. Brei, Michael & Jacolin, Luc & Noah, Alphonse, 2020. "Credit risk and bank competition in Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 44(C).
    4. repec:bla:econom:v:62:y:1995:i:248:p:461-78 is not listed on IDEAS
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Gietzen, Thomas, 2016. "The Impact of Credit Information Sharing on Interest Rates," Working Papers on Finance 1612, University of St. Gallen, School of Finance.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Swamy, Vighneswara, 2012. "Impact of Macroeconomic and Endogenous Factors on Non-Performing Bank Assets," MPRA Paper 47517, University Library of Munich, Germany.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Beni Kouevi Gath, 2021. "Credit Information Sharing and Bank Stability: Evidence from SSA Countries," Working Papers CEB 21-009, ULB -- Universite Libre de Bruxelles.
    2. Laptieva, Nataliia, 2016. "Information sharing and the volume of private credit in transition: Evidence from Ukrainian bank-level panel dataAuthor-Name: Grajzl, Peter," Journal of Comparative Economics, Elsevier, vol. 44(2), pages 434-449.
    3. Baah Aye Kusi & Elikplimi Komla Agbloyor & Vera Ogeh Fiador & Kofi Achampong Osei, 2016. "Does Information Sharing Promote or Detract from Bank Returns: Evidence from Ghana," African Development Review, African Development Bank, vol. 28(3), pages 332-343, September.
    4. Ghosh, Saibal, 2019. "Loan delinquency in banking systems: How effective are credit reporting systems?," Research in International Business and Finance, Elsevier, vol. 47(C), pages 220-236.
    5. Notheisen, Benedikt & Weinhardt, Christof, 2019. "The blockchain, plums, and lemons: Information asymmetries & transparency in decentralized markets," Working Paper Series in Economics 130, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    6. 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.
    7. 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.
    8. Behr, Patrick & Sonnekalb, Simon, 2012. "The effect of information sharing between lenders on access to credit, cost of credit, and loan performance – Evidence from a credit registry introduction," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3017-3032.
    9. 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.
    10. Kusi, Baah Aye & Agbloyor, Elikplimi Komla & Gyeke-Dako, Agyapomaa & Asongu, Simplice Anutechia, 2020. "Financial Sector transparency and net interest margins: Should the private or public Sector lead financial Sector transparency?," Research in International Business and Finance, Elsevier, vol. 54(C).
    11. Liberti, José & Sturgess, Jason & Sutherland, Andrew, 2022. "How voluntary information sharing systems form: Evidence from a U.S. commercial credit bureau," Journal of Financial Economics, Elsevier, vol. 145(3), pages 827-849.
    12. Bertrand, Jérémie & Klein, Paul-Olivier, 2021. "Creditor information registries and relationship lending," International Review of Law and Economics, Elsevier, vol. 65(C).
    13. Brei, Michael & Jacolin, Luc & Noah, Alphonse, 2020. "Credit risk and bank competition in Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 44(C).
    14. Brown, Martin & Degryse, Hans & Höwer, Daniel & Penas, María Fabiana, 2012. "How do banks screen innovative firms? Evidence from start-up panel data," ZEW Discussion Papers 12-032, ZEW - Leibniz Centre for European Economic Research.
    15. Kalyvas, Antonios Nikolaos & Mamatzakis, Emmanuel, 2017. "Do creditor rights and information sharing affect the performance of foreign banks?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 50(C), pages 13-35.
    16. Simplice A. Asongu & Nicholas M. Odhiambo, 2021. "Information Asymmetry and Insurance in Africa," Journal of African Business, Taylor & Francis Journals, vol. 22(3), pages 394-410, July.
    17. Samuel Fosu & Albert Danso & Henry Agyei‐Boapeah & Collins G. Ntim, 2021. "Credit information sharing and bank loan pricing: Do concentration and governance matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5884-5911, October.
    18. El Moussawi, Chawki & Mansour, Rana, 2022. "Competition, cost efficiency and stability of banks in the MENA region," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 143-170.
    19. Barth, James R. & Lin, Chen & Lin, Ping & Song, Frank M., 2009. "Corruption in bank lending to firms: Cross-country micro evidence on the beneficial role of competition and information sharing," Journal of Financial Economics, Elsevier, vol. 91(3), pages 361-388, March.
    20. Ralph De Haas & Matteo Millone & Jaap Bos, 2021. "Information Sharing in a Competitive Microcredit Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(7), pages 1677-1717, October.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hig:wpaper:85/fe/2021. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Shamil Abdulaev or Shamil Abdulaev (email available below). General contact details of provider: https://edirc.repec.org/data/hsecoru.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.