IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

The Role of Non-financial Factors in Internal Credit Ratings

  • Grunert, Jens
  • Norden, Lars
  • Weber, Martin
Registered author(s):

    Internal credit ratings are expected to gain in importance because of their potential use for determining regulatory capital adequacy and banks’ increasing focus on the risk-return profile in commercial lending. Therefore, the components of internal credit ratings merit not only a qualitative but also a quantitative analysis. Whereas the eligibility of financial factors as inputs for credit ratings is widely accepted, the role of non-financial factors remains ambiguous. Analysing credit file data from four major German banks we find evidence that the combined use of financial and non-financial factors leads to a more accurate prediction of current and future default events than the single use of each of these factors respectively.

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

    File URL: http://www.cepr.org/active/publications/discussion_papers/dp.php?dpno=3415
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org

    As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

    Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 3415.

    as
    in new window

    Length:
    Date of creation: Jun 2002
    Date of revision:
    Handle: RePEc:cpr:ceprdp:3415
    Contact details of provider: Postal: Centre for Economic Policy Research, 77 Bastwick Street, London EC1V 3PZ.
    Phone: 44 - 20 - 7183 8801
    Fax: 44 - 20 - 7183 8820

    Order Information: Email:


    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

    as in new window
    1. Jeremy C. Stein, 2000. "Information Production and Capital Allocation: Decentralized vs. Hierarchical Firms," NBER Working Papers 7705, National Bureau of Economic Research, Inc.
    2. Ewert, Ralf & Szczesny, Andrea, 2001. "Countdown for the New Basle Capital Accord: Are German banks ready for the internal ratings-based approach?," CFS Working Paper Series 2001/05, Center for Financial Studies (CFS).
    3. Altman, Edward I. & Haldeman, Robert G. & Narayanan, P., 1977. "ZETATM analysis A new model to identify bankruptcy risk of corporations," Journal of Banking & Finance, Elsevier, vol. 1(1), pages 29-54, June.
    4. Carey, Mark & Hrycay, Mark, 2001. "Parameterizing credit risk models with rating data," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 197-270, January.
    5. Machauer, Achim & Weber, Martin, 1998. "Bank behavior based on internal credit ratings of borrowers," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1355-1383, October.
    6. Brunner, Antje & Pieter, Jan & Weber, Martin, 2000. "Information production in credit relationship: On the role of internal ratings in commercial banking," CFS Working Paper Series 2000/10, Center for Financial Studies (CFS).
    7. Treacy, William F. & Carey, Mark, 2000. "Credit risk rating systems at large US banks," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 167-201, January.
    8. Weber, Martin & Krahnen, Jan Pieter & Voßmann, Frank, 1998. "Risikomessung im Kreditgeschäft: Eine empirische Analyse bankinterner Ratingverfahren," Sonderforschungsbereich 504 Publications 98-45, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    9. William B. English & William R. Nelson, 1998. "Bank risk rating of business loans," Finance and Economics Discussion Series 1998-51, Board of Governors of the Federal Reserve System (U.S.).
    10. Elsas, Ralf & Henke, Sabine & Machauer, Achim & Rott, Roland & Schenk, Gerald, 1998. "Empirical analysis of credit relationships in small firms financing: Sampling design and descriptive statistics," CFS Working Paper Series 1998/14, Center for Financial Studies (CFS).
    11. Machauer, Achim & Weber, Martin, 1998. "Bank behavior based on internal credit ratings of borrowers," CFS Working Paper Series 1998/08, Center for Financial Studies (CFS).
    12. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    13. Krahnen, Jan Pieter & Weber, Martin, 2000. "Generally accepted rating principles: A primer," CFS Working Paper Series 2000/02, Center for Financial Studies (CFS).
    14. Bhattacharya Sudipto & Thakor Anjan V., 1993. "Contemporary Banking Theory," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 2-50, October.
    15. Crouhy, Michel & Galai, Dan & Mark, Robert, 2001. "Prototype risk rating system," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 47-95, January.
    16. Diamond, Douglas W, 1984. "Financial Intermediation and Delegated Monitoring," Review of Economic Studies, Wiley Blackwell, vol. 51(3), pages 393-414, July.
    Full references (including those not matched with items on IDEAS)

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    When requesting a correction, please mention this item's handle: RePEc:cpr:ceprdp:3415. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ()

    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 references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

    This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.