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The Crucial Macroeconomic and Microeconomic Determinants of Retail and Corporate Credit Risks

Author

Listed:
  • Karim Farag
  • Taha Kassem
  • Yasmine Ramzy
Abstract
Purpose: In early 2018, the corporate non-performing loan ratio began to climb steadily, showing some threats to the financial health of the Egyptian banking system. Therefore, the determinants of corporate and retail credit risks in the banking sector of Egypt during 2013-2020 were studied in the present work to provide better insight into how the macroeconomic and microeconomic determinants affect the level of credit risks. Design/Methodology/Approach: The present research utilized the Dickey-Fuller test to assess the stationarity of the panel data and then employed the generalized method of moments (GMM) for data analysis. Findings: It was found that asset size, loans-to-deposits, inflation, gross domestic product (GDP), and lending interest rate were negatively associated with the corporate credit risk, while the capital adequacy ratio, foreign direct investment (FDI), and public debt were positively related. Moreover, the loans-to-deposits ratio was negatively associated with retail credit risk, while the capital adequacy ratio was positively related. Originality/Value: In this context, classifying the credit risk into corporate and retail credit risk was very crucial as it illustrated that the corporate credit risk was more sensitive to the determinants than the retail ones.

Suggested Citation

  • Karim Farag & Taha Kassem & Yasmine Ramzy, 2023. "The Crucial Macroeconomic and Microeconomic Determinants of Retail and Corporate Credit Risks," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 13(2), pages 30-41.
    • Handle: RePEc:ers:ijfirm:v:13:y:2023:i:2:p:30-41
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    References listed on IDEAS

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    1. Castro, Vítor, 2013. "Macroeconomic determinants of the credit risk in the banking system: The case of the GIPSI," Economic Modelling, Elsevier, vol. 31(C), pages 672-683.
    2. Peterson K. Ozili, 2018. "Bank loan loss provisions, investor protection and the macroeconomy," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 13(1), pages 45-65, January.
    3. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    4. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    5. Ozili, Peterson K, 2018. "Bank Loan Loss Provisions, Investor Protection and the Macroeconomy," MPRA Paper 80281, University Library of Munich, Germany.
    6. Maria Daniela Giammanco & Lara Gitto & Ferdinando Ofria, 2022. "Government failures and non-performing loans in Asian countries," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 50(6), pages 1158-1170, October.
    7. Ghosh, Amit, 2015. "Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states," Journal of Financial Stability, Elsevier, vol. 20(C), pages 93-104.
    8. Maryem Naili & Younes Lahrichi, 2022. "The determinants of banks' credit risk: Review of the literature and future research agenda," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 334-360, January.
    9. Gulati, Rachita & Goswami, Anju & Kumar, Sunil, 2019. "What drives credit risk in the Indian banking industry? An empirical investigation," Economic Systems, Elsevier, vol. 43(1), pages 42-62.
    10. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    11. Vicky Zampeta & Gregory Chondrokoukis, 2023. "A Comprehensive Approach through Robust Regression and Gaussian/Mixed-Markov Graphical Models on the Example of Maritime Transportation Accidents: Evidence from a Listed-in-NYSE Shipping Company," JRFM, MDPI, vol. 16(3), pages 1-30, March.
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    More about this item

    Keywords

    Nonperforming loans; Macroeconomic; Microeconomic.;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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