Skip to main content
Log in

A multicriteria approach for rating the credit risk of financial institutions

  • Original Paper
  • Published:
Computational Management Science Aims and scope Submit manuscript

Abstract

Within the new bank regulatory context, the assessment of the credit risk of financial institutions is an important issue for supervising authorities and investors. This study explores the possibility of a developing risk assessment model for financial institutions using a multicriteria classification method. The analysis is based on publicly available financial data for UK firms. The results indicate that the proposed multicriteria methodology provides promising results compared to well known statistical methods.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Altman EI, Saunders A (1998) Credit risk measurement: Developments over the last 20 years. J Bank Financ 21:1721–1742

    Article  Google Scholar 

  • Altman EI, Avery R, Eisenbeis R, Stinkey J (1981) Application of classification techniques in business, banking and finance. JAI Press, Greenwich

    Google Scholar 

  • Bank of International Settlements (2000) Principles for the management of credit risk. Basel Committee on Banking Supervision, Basel (available at: http://www.bis.org/publ/bcbs75.pdf)

  • Baesens B, Gestel TV, Viaene S, Stepanova M, Suykens J, Vanthienen J (2003) Benchmarking state-of-the-art classification algorithms for credit scoring. J Oper Res Soc 54:627–635

    Article  Google Scholar 

  • Dimitras AI, Zanakis SH, Zopounidis C (1998) A survey of business failures with an emphasis on prediction methods and industrial applications. Eur J Oper Res 90:487–513

    Article  Google Scholar 

  • Doumpos M, Zopounidis C (2002) Multicriteria decision aid classification methods. Kluwer, Dordrecht

    Google Scholar 

  • Gordy MB (2000) A comparative anatomy of credit risk models. J Bank Financ 24:119–149

    Article  Google Scholar 

  • Hosmer DW, Lemeshow S (2000) Applied logistic regression, 2nd edn. Wiley, New York

    Google Scholar 

  • Krahnen JP, Weber M (2001) Generally accepted rating principles: a primer. J Bank Financ 25:3–23

    Article  Google Scholar 

  • Sahajwala R, Van den Bergh P (2000) Supervisory risk assessment and early warning systems. Working Paper no. 4, Basel Committee on Banking Supervision

  • Thomas LC (2000) A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers. Int J Forecast 16:149–172

    Article  Google Scholar 

  • Zopounidis C, Doumpos M (2002) Multicriteria classification and sorting methods: a literature review. Eur J Oper Res 138(2):229–246

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to P. M. Pardalos.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Baourakis, G., Conisescu, M., van Dijk, G. et al. A multicriteria approach for rating the credit risk of financial institutions. Comput Manag Sci 6, 347–356 (2009). https://doi.org/10.1007/s10287-007-0050-3

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10287-007-0050-3

Keywords

Navigation