IDEAS home Printed from https://ideas.repec.org/a/pcz/journl/v13y2016i2p90-100.html
   My bibliography  Save this article

Credit Risk Management In Commercial Banks

Author

Listed:
  • Natalia Konovalova

    (RISEBA University)

  • Ineta Kristovska

    (RISEBA University)

  • Marina Kudinska

    (University of Latvia)

Abstract

The article proposes a model of credit risk assessment on the basis of factor analysis of retail clients / borrowers in order to ensure predictive control of the level of risk posed by potential clients in commercial banks engaged in consumer lending. The aim of the study is to determine the level of risk represented by different groups (classes) of retail clients (borrowers) in order to reduce and prevent credit risk in the future as well as to improve the management of banking risks. The main results of the study are the creation of a model of borrowers’ internal credit ratings and the development of the methods of improving credit risk management in commercial banks.

Suggested Citation

  • Natalia Konovalova & Ineta Kristovska & Marina Kudinska, 2016. "Credit Risk Management In Commercial Banks," Polish Journal of Management Studies, Czestochowa Technical University, Department of Management, vol. 13(2), pages 90-100, June.
  • Handle: RePEc:pcz:journl:v:13:y:2016:i:2:p:90-100
    as

    Download full text from publisher

    File URL: http://pjms.zim.pcz.pl/PDF/PJMS132/Credit%20Risk%20Management%20in%20Commercial%20Banks.pdf
    Download Restriction: no

    File URL: http://pjms.zim.pcz.pl/-articles-13.2.php
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Anthony Santomero, 1997. "Commercial Bank Risk Management: An Analysis of the Process," Journal of Financial Services Research, Springer;Western Finance Association, vol. 12(2), pages 83-115, October.
    2. Anthony M. Santomero, 1997. "Commercial Bank Risk Management: An Analysis of the Process," Center for Financial Institutions Working Papers 95-11, Wharton School Center for Financial Institutions, University of Pennsylvania.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shailesh Rastogi & Rajani Gupte & R. Meenakshi, 2021. "A Holistic Perspective on Bank Performance Using Regulation, Profitability, and Risk-Taking with a View on Ownership Concentration," JRFM, MDPI, vol. 14(3), pages 1-22, March.
    2. Wai Yan, Chong, 2019. "The Impact Of Determinants The Factor That Influence The Company Performance:A Study On Padini Holding BHD In Malaysia," MPRA Paper 97176, University Library of Munich, Germany.
    3. Jamil, Wan Nur Syarizzah, 2019. "Impact of Internal and External Factors Roa The Performance in Logistic Industry: A Case in Dhl," MPRA Paper 97289, University Library of Munich, Germany, revised 22 Nov 2019.
    4. Ayrin Sultana & Jesmin Ara & Humaira Begum, 2018. "Evaluation of Credit Management of Uttara Bank Ltd-A case study from the customers’ point of view," International Journal of Science and Business, IJSAB International, vol. 2(4), pages 664-676.

    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. Azamat Abdymomunov & Atanas Mihov, 2019. "Operational Risk and Risk Management Quality: Evidence from U.S. Bank Holding Companies," Journal of Financial Services Research, Springer;Western Finance Association, vol. 56(1), pages 73-93, August.
    2. Scott D. Aguais & Anthony M. Santomero, 1997. "Incorporating New Fixed Income Approaches into Commercial Loan Valuation," Center for Financial Institutions Working Papers 98-06, Wharton School Center for Financial Institutions, University of Pennsylvania.
    3. Monia Ben Ltaifa, 2018. "Risk measures in Islamic Banks MounaMoualhi 1 volatility of return on assets, volatility of return equity," Post-Print hal-01761031, HAL.
    4. Iulia Andreea Bucur & Simona Elena Dragomirescu, 2014. "The Influence Of Macroeconomic Conditions On Credit Risk: Case Of Romanian Banking System," Studies and Scientific Researches. Economics Edition, "Vasile Alecsandri" University of Bacau, Faculty of Economic Sciences, issue 19.
    5. 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.
    6. Mohd Amin, Nurlida, 2017. "The Relationship Between Risk and Performance in Bank," MPRA Paper 78334, University Library of Munich, Germany.
    7. Amzad Hossain & Farid A. Sobhani & Normah Omar & Norazida Mohamad & Jamaliah Said, 2019. "Corporate Governance, Risk Management and Ethical Investment: Evidence From Banking Industries," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 11(5), pages 126-137, August.
    8. Saibal Ghosh, 2010. "Credit Growth, Bank Soundness and Financial Fragility," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 11(1), pages 69-98, March.
    9. Ahmed, Habib, 2011. "Risk Management Assessment Systems: An Application To Islamic Banks," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 19, pages 63-86.
    10. Mirzaei, Ali, 2011. "The Effect of Market Power on Stability and Performance of Islamic and Conventional Banks," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 18, pages 51-89.
    11. Noor Hashim Mohammed Al-Husainy & Hamid Mohsin Jadah, 2021. "The Effect of Liquidity Risk and Credit Risk on the Bank Performance: Empirical Evidence from Iraq," iRASD Journal of Economics, International Research Alliance for Sustainable Development (iRASD), vol. 3(1), pages 58-67, june.
    12. Tsionas, Mike G. & Mamatzakis, Emmanuel & Ongena, Steven, 2020. "Does risk aversion affect bank output loss? The case of the Eurozone," European Journal of Operational Research, Elsevier, vol. 282(3), pages 1127-1145.
    13. Peter F. Christoffersen & Francis X. Diebold, 2000. "How Relevant is Volatility Forecasting for Financial Risk Management?," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 12-22, February.
    14. Sree Rama Murthy Y, 2013. "Logit Regression Approach to Rating Banks Using Financial Ratios: A Study of Gulf Cooperation Council Banks," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 4(4), pages 107-117, October.
    15. Bezawada Brahmaiah, 2022. "Market Risk Management Practices of the Indian Banking Sector: An Empirical Study," International Journal of Economics and Financial Issues, Econjournals, vol. 12(3), pages 68-72, May.
    16. George S. Oldfield & Anthony M. Santomero, 1997. "The Place of Risk Management in Financial Institutions," Center for Financial Institutions Working Papers 95-05, Wharton School Center for Financial Institutions, University of Pennsylvania.
    17. Ramos-Tallada, Julio, 2015. "Bank risks, monetary shocks and the credit channel in Brazil: Identification and evidence from panel data," Journal of International Money and Finance, Elsevier, vol. 55(C), pages 135-161.
    18. Zou, Fei & Huang, Lingyu & Ghaemi Asl, Mahdi & Delnavaz, Mohammad & Tiwari, Sunil, 2023. "Natural resources and green economic recovery in responsible investments: Role of ESG in context of Islamic sustainable investments," Resources Policy, Elsevier, vol. 86(PA).
    19. Anthony Wood & Angela Kellman, 2013. "Risk Management Practices by Barbadian Banks," International Journal of Business and Social Research, LAR Center Press, vol. 3(5), pages 22-33, May.
    20. Thu Phan & Kevin Daly & Anh-Tuan Doan, 2018. "The effects of risks and environmental factors on bank cost efficiency: A study in East Asia and Pacific region," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1510719-151, January.

    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:pcz:journl:v:13:y:2016:i:2:p:90-100. 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: Paula Bajdor (email available below). General contact details of provider: https://edirc.repec.org/data/wzpczpl.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.