ASSESSING COMMERCIAL BANK RESERVE ADEQUACY THROUGH THE DECOMPOSITION OF THE PRUDENTIAL–IFRS 9 COVERAGE GAP

Authors

  • Wei Wu Independent Researcher, Tashkent State University of Economics

DOI:

https://doi.org/10.5281/zenodo.23308852

Abstract

In Uzbekistan, loan loss reserves are formed in parallel under the Central Bank’s prudential rates and the IFRS 9 expected credit loss model, while a systematic assessment of the reserve gap between the two frameworks and its components remains insufficiently developed in the studies reviewed. The article proposes a methodology for assessing reserve adequacy based on the coverage gap G — the difference between the two regimes’ reserve needs as a share of gross loans — which decomposes exactly into a classification component (Δc · c₃) and a provisioning component (sₙₚₗ · Δr), with perimeter rules, a three-zone scale, and a gap-to-net-profit ratio. For the banking system as of 1 January 2024, the narrow-perimeter gap was 1.85–3.41 pp of loans (UZS 8.7–16.1 trillion, or 125–230% of 2024 net profit), of which 63–78% was attributable to the classification component. Under the specified scenarios, classification differences account for the larger share of the estimated gap.

Keywords

coverage gap, reserve adequacy, IFRS 9, expected credit losses, asset classification, non-performing loans, prudential regulation

References

Republic of Uzbekistan. On Additional Measures for the Transition to International Financial Reporting Standards : Presidential Resolution No. PP-4611 of February 24, 2020. – URL: https://lex.uz/ru/docs/4746049

Central Bank of the Republic of Uzbekistan. On the Procedure for Classifying Asset Quality and Establishing and Using Allowances for Possible Losses on Assets in Commercial Banks : Regulation No. 2696, registered July 14, 2015. – 287 SOCIAL, ECONOMIC, SCIENTIFIC, AND TECHNICAL ACADEMIC JOURNAL 8/2026 URL: https://lex.uz/docs/2703056

Regulation (EU) 2019/630 of the European Parliament and of the Council of 17 April 2019 Amending Regulation (EU) No. 575/2013 as Regards Minimum Loss Coverage for Non-Performing Exposures. (2019). Official Journal of the European Union, 4–12.

Abad, J. The Procyclicality of Expected Credit Loss Provisions / J. Abad, J. Suarez. – London : Centre for Economic Policy Research, 2018. – CEPR Discussion Paper No. DP13135. – URL: https://cepr.org/publications/dp13135

Bankers.uz. How Uzbekistan’s Bank Loan Portfolios Changed in 2024: Analysis. – January 22, 2025. – URL: https:// bankers.uz/news/2043

Bankers.uz. Non-Performing Loans in Banks Increased by UZS 4.5 Trillion in 2024: Analysis. – January 24, 2025. – URL: https://bankers.uz/news/2058

Bankers.uz. The Share of Banks’ Non-Performing Loans Rose to 3.7%. – June 26, 2026. – URL: https://bankers.uz/ news/3304

Basel Committee on Banking Supervision. Regulatory Treatment of Accounting Provisions – Interim Approach and Transitional Arrangements. – Basel : Bank for International Settlements, 2017. – URL: https://www.bis.org/bcbs/publ/ d401.pdf

Behn, M. Weak Capital, Weak Provisions – Credit Risk Provisioning under IFRS 9 / M. Behn, C. Couaillier. (2026). Journal of Accounting and Economics, 81(3). https://doi.org/10.1016/j

Bholat, D. Non-Performing Loans at the Dawn of IFRS 9: Regulatory and Accounting Treatment of Asset Quality / D. Bholat, R. M. Lastra, S. M. Markose, A. Miglionico, K. Sen. (2018). Journal of Banking Regulation, 19(1), 33–54. https://doi.org/10.1057/s41261-017-0058-8

Bikker, J. A. Bank Provisioning Behaviour and Procyclicality / J. A. Bikker, P. A. J. Metzemakers. (2005). Journal of International Financial Markets, Institutions and Money, 15(2), 141–157. https://doi.org/10.1016/j

Caruso, E. Accounting Provisioning under the Expected Credit Loss Framework: IFRS 9 in Emerging Markets and Developing Economies – A Set of Policy Recommendations / E. Caruso, K. D’Hulster, T. Kliatskova, J. Ortiz. – Washington, DC : World Bank, 2021. – EFI Insight – Finance. – URL: https://hdl.handle.net/10986/35373

Central Bank of the Republic of Uzbekistan. Address at the Plenary Session of the Senate of the Oliy Majlis on the Central Bank’s 2023 Annual Report. – May 27, 2024. – URL: https://cbu.uz/oz/press_center/reports/1710736/

Central Bank of the Republic of Uzbekistan. Financial Stability Review: 2024. – Tashkent : Central Bank of the Republic of Uzbekistan, 2025. – URL: https://cbu.uz/uz/financial-stability/report/

International Monetary Fund; World Bank. Republic of Uzbekistan: Financial Sector Assessment Program – Detailed Assessment of Observance of the Basel Core Principles for Effective Banking Supervision. – Washington, DC : World Bank, 2025. – URL: https://documents1.worldbank.org/curated/en/099081925064533229/pdf/P506984-16bbc722- 0060-46ac-a68c-75e2fe5ab247.pdf

Laeven, L. Loan Loss Provisioning and Economic Slowdowns: Too Much, Too Late? / L. Laeven, G. Majnoni. (2003). Journal of Financial Intermediation, 12(2), 178–197. https://doi.org/10.1016/S1042-

Madaminov, D. Uzbekistan Introduces a New Procedure for Classifying Non-Performing Bank Loans / D. Madaminov. (2026). Anhor.uz.

Novotny-Farkas, Z. IFRS 9 under Stress: Loan Loss Provisioning under the Expected Credit Loss Model / Z. Novotny- Farkas, R. Oberson, E. Renner. – 2024. – SSRN Working Paper No. 4918921. – DOI: https://doi.org/10.2139/ ssrn.4918921

Saidov, Kh. R. Problem Loans in Uzbekistan Commercial Banks and Their Impact on Financial Indicators / Kh. R. Saidov. (2026). Journal of International Finance and Accounting, (4).

Takhirov, M. Kh. Tijorat banklarida aktivlar sifatini oshirish yoʻllari [Ways to Improve Asset Quality in Commercial Banks] : PhD Dissertation Defense Announcement / M. Kh. Takhirov. – Tashkent : Higher Attestation Commission of Uzbekistan, 2023. – URL: https://oak.uz/pages/13798

UzDaily.uz. Fitch Affirms Xalq Bank at BB with Positive Outlook. – June 20, 2026. – URL: https://www.uzdaily.uz/en/ fitch-affirms-xalq-bank-at-bb-with-positive-outlook/

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Published

2026-08-01

How to Cite

Wu, W. (2026). ASSESSING COMMERCIAL BANK RESERVE ADEQUACY THROUGH THE DECOMPOSITION OF THE PRUDENTIAL–IFRS 9 COVERAGE GAP. Innovation Science and Technology, 2(8), 284–288. https://doi.org/10.5281/zenodo.23308852
Vol. 2 No. 8 (2026): Innovation Science and Technology