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Credit Risk and Banking Performance Efficiency: A Conceptual Framework for Measurement and Analysis

Islam Ahmed Abdulridha1, Iftikhar Mohammad Manahi Al-Rifai1, Atheer Abbas Abadi Al-Jubouri1
1Al-Iraqia University, Baghdad, Iraq
DOI: https://doi.org/10.70517/revcc2624119
Published: 23/09/2026
: Islam Ahmed Abdulridha, Iftikhar Mohammad Manahi Al-Rifai, Atheer Abbas Abadi Al-Jubouri. Credit Risk and Banking Performance Efficiency: A Conceptual Framework for Measurement and Analysis. Revista Cultura Científica, 2026 Issue 24. pg. 1439-1449.

Abstract

Credit risk is one of the most important sources of financial vulnerability in commercial banking because lending is simultaneously a principal source of income and a major source of potential loss. This conceptual study examines the relationship between credit risk management and banking performance efficiency and develops an analytical framework that links the identification, measurement, analysis, and mitigation of credit risk to key indicators of bank performance. The study synthesizes banking-risk literature, financial performance concepts, and established prudential indicators to clarify how deterioration in borrower creditworthiness, default, portfolio concentration, weak credit assessment, inadequate collateral, and unfavorable economic conditions may affect asset quality, profitability, liquidity, capital strength, and operating efficiency. Particular attention is given to non-performing loans, loan-loss provisions, return on assets, return on equity, liquidity measures, operating-cost indicators, and credit concentration. On this basis, a four-stage framework is proposed. The first stage identifies sources and forms of credit risk; the second measures risk exposure using quantitative and qualitative indicators; the third analyzes the effect of risk on banking performance; and the fourth translates the findings into preventive and corrective actions. The framework emphasizes that efficient credit-risk management should not be understood merely as reducing default, but as maintaining an appropriate balance between return, risk, liquidity, capital protection, and sustainable financial performance. The study concludes that systematic credit-risk measurement, early-warning mechanisms, portfolio diversification, sound internal controls, and periodic review of credit policies can strengthen the quality of credit decisions and support more resilient banking performance. Because the framework is conceptual, future research should test it empirically across different banking systems and regulatory environments.

Keywords: credit risk, banking performance efficiency, non-performing loans, credit risk management, bank profitability, financial stability, asset quality, risk measurement

Abstract

Credit risk is one of the most important sources of financial vulnerability in commercial banking because lending is simultaneously a principal source of income and a major source of potential loss. This conceptual study examines the relationship between credit risk management and banking performance efficiency and develops an analytical framework that links the identification, measurement, analysis, and mitigation of credit risk to key indicators of bank performance. The study synthesizes banking-risk literature, financial performance concepts, and established prudential indicators to clarify how deterioration in borrower creditworthiness, default, portfolio concentration, weak credit assessment, inadequate collateral, and unfavorable economic conditions may affect asset quality, profitability, liquidity, capital strength, and operating efficiency. Particular attention is given to non-performing loans, loan-loss provisions, return on assets, return on equity, liquidity measures, operating-cost indicators, and credit concentration. On this basis, a four-stage framework is proposed. The first stage identifies sources and forms of credit risk; the second measures risk exposure using quantitative and qualitative indicators; the third analyzes the effect of risk on banking performance; and the fourth translates the findings into preventive and corrective actions. The framework emphasizes that efficient credit-risk management should not be understood merely as reducing default, but as maintaining an appropriate balance between return, risk, liquidity, capital protection, and sustainable financial performance. The study concludes that systematic credit-risk measurement, early-warning mechanisms, portfolio diversification, sound internal controls, and periodic review of credit policies can strengthen the quality of credit decisions and support more resilient banking performance. Because the framework is conceptual, future research should test it empirically across different banking systems and regulatory environments.

Keywords: credit risk, banking performance efficiency, non-performing loans, credit risk management, bank profitability, financial stability, asset quality, risk measurement

References

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Islam Ahmed Abdulridha
Al-Iraqia University, Baghdad, Iraq
islam.a.abdulridha@aliraqia.edu.iq
Iftikhar Mohammad Manahi Al-Rifai
Al-Iraqia University, Baghdad, Iraq
Atheer Abbas Abadi Al-Jubouri
Al-Iraqia University, Baghdad, Iraq

How to cite:

Islam Ahmed Abdulridha, Iftikhar Mohammad Manahi Al-Rifai, Atheer Abbas Abadi Al-Jubouri. Credit Risk and Banking Performance Efficiency: A Conceptual Framework for Measurement and Analysis. Revista Cultura Científica, 2026 Issue 24. pg. 1439-1449.

Publication History

  • Received: 28/06/2026
  • Accepted: 17/09/2026
  • Published: 23/09/2026
Copyright © 2026, Islam Ahmed Abdulridha, Iftikhar Mohammad Manahi Al-Rifai, Atheer Abbas Abadi Al-Jubouri. Published by Revista Cultura Científica. This article is published as open access under the Creative Commons Attribution 4.0 International (CC BY 4.0) license (http://creativecommons.org/licenses/by/4.0/).

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