International Practices of Credit Risk Assessment and Management in Banking Systems

Authors

  • Norova Nozima Nabievna

Keywords:

Credit risk, risk assessment, risk management, banking system, credit scoring, Basel regulations, financial stability, risk modeling, loan portfolio, banking supervision, non-performing loans (NPLs), regulatory framework, international banking practices

Abstract

This article examines international practices of credit risk assessment and management within modern banking systems. It explores the key methodologies, tools, and regulatory frameworks used by banks across different countries to identify, measure, and mitigate credit risk. The study highlights the role of credit scoring models, risk rating systems, and advanced analytics in improving decision-making processes. Additionally, it analyzes the impact of global standards, such as Basel regulations, on strengthening risk management practices and ensuring financial stability. The paper also compares approaches adopted by developed and developing banking sectors, identifying best practices and existing challenges. The findings emphasize the importance of integrating technology, maintaining strong regulatory compliance, and implementing effective risk governance to enhance the resilience and sustainability of banking institutions.

References

[1] Basel Committee on Banking Supervision, International Convergence of Capital Measurement and Capital Standards (Basel II). Basel, 2004.

[2] Basel Committee on Banking Supervision, Basel III: A Global Regulatory Framework for More Resilient Banks and Banking Systems. Basel, 2010.

[3] J. Colquitt, Credit Risk Management: How to Avoid Lending Disasters and Maximize Earnings. McGraw-Hill, 2007.

[4] G. Löeffler and P. N. Posch, Credit Risk Modeling Using Excel and VBA. Wiley, 2011.

[5] A. Saunders and L. Allen, Credit Risk Management in and out of the Financial Crisis. Wiley, 2010.

[6] International Monetary Fund, Global Financial Stability Report. Washington, DC, various years.

[7] World Bank, World Development Report: Finance and Development. Washington, DC, various years.

[8] Bank for International Settlements, Annual Economic Report. Basel, various years.

[9] McKinsey & Company, Risk Management in Banking: Emerging Trends and Technologies, various reports.

[10] Open-source Academic Materials, Credit Risk Management and Banking Practices.

[11] Basel Committee on Banking Supervision, Principles for the Management of Credit Risk. Basel, 2000.

[12] European Banking Authority, Guidelines on Credit Risk Management Practices. London, 2019.

[13] Federal Reserve System, Supervisory Guidance on Credit Risk Assessment. Washington, DC, 2021.

[14] Moody’s Analytics, Credit Risk Modeling and Analysis Reports. New York, various years.

[15] S. Crouhy, D. Galai, and R. Mark, The Essentials of Risk Management. McGraw-Hill, 2014.

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Published

2026-04-13 — Updated on 2026-04-13

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How to Cite

Nozima Nabievna, N. (2026). International Practices of Credit Risk Assessment and Management in Banking Systems. Web of Semantic: Universal Journal on Innovative Education, 5(3), 163–169. Retrieved from https://journal.univerpublishing.org/index.php/semantic/article/view/3421