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The Role of Non-financial Factors in Internal Credit Ratings

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Author Info
Grunert, Jens
Norden, Lars
Weber, Martin
Abstract

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.

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

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Date of creation: Jun 2002
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Handle: RePEc:cpr:ceprdp:3415

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Related research
Keywords: credit ratings; credit risk; debt default; probit analysis;

Find related papers by JEL classification:
G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Mortgages

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  8. 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. [Downloadable!] (restricted)
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