STATISTICAL METHODS IN THE SYSTEM OF ASSESSING THE FINANCIAL STABILITY OF BANKING INSTITUTIONS
PDF (Українська)

Keywords

statistical methods
financial stability of a bank
system of indicators
stability of the banking system

How to Cite

Khudolii, Y., & Hlushko, A. (2025). STATISTICAL METHODS IN THE SYSTEM OF ASSESSING THE FINANCIAL STABILITY OF BANKING INSTITUTIONS. Social Development: Economic and Legal Issues, (7-8). https://doi.org/10.70651/3083-6018/2025.7-8.09

Abstract

This article examines the role of statistical methods in evaluating the financial stability of banking institutions. Statistical methods, grounded in the objective analysis of financial indicators as well as correlation and regression modelling, enable the timely identification of critical changes in a bank’s financial condition, facilitate the assessment of solvency risk, and support informed managerial decision-making aimed at strengthening financial stability. The purpose of the study is to substantiate the feasibility and effectiveness of using statistical methods to assess the financial stability of banking institutions, taking into account current challenges and the need to ensure the stability of the banking system. Based on the results of the analysis of the theoretical and methodological foundations of the concept of ‘financial sustainability of a bank’ and its key parameters, it is determined that the financial sustainability of a commercial bank can be defined as a condition that provides for the availability of sufficient resources to maintain solvency, liquidity and profitability, as well as to ensure sustainable development in the face of constant risks. Within the framework of the considered approach to assessing the financial stability of banking institutions, it is advisable to form a system of indicators that includes: indicators of asset dynamics, financial stability, security, and profitability. An assessment of the bank's financial ratios dynamics for 2022-2024 revealed that some indicators showed negative trends. Such changes indicate a decrease in the bank's ability to generate assets primarily from its funds, which, in turn, increases its dependence on external financing. In terms of profitability, most key indicators remained relatively low. This is likely to reflect the difficulty of the macroeconomic situation caused by the hostilities and general uncertainty in the financial market. Thus, the use of statistical methods in the system of assessing the financial stability of banking institutions makes it possible to identify and justify strategic directions for its achievement.

https://doi.org/10.70651/3083-6018/2025.7-8.09
PDF (Українська)

References

1. Rysin, V. & Bida, A. (2021). Finansova stiikist banku: chynnyky ta osoblyvosti zabezpechennia [Financial resilience of the bank: factors and features of providing]. Efektyvna Ekonomika, (3). https://doi.org/10.32702/2307-2105-2021.3.1 (in Ukrainian)

2. Hirna, O. (2019). Otsiniuvannia rivnia finansovoi stiikosti bankivskoho sektoru Ukrainy na osnovi Z-indeksu [Assessment of the financial stability level of the banking sector of Ukraine based on the Z-index]. Socio-Economic Relations in the Digital Society, 3(33). https://doi.org/10.18371/2221-755x3(33)2018164659 (in Ukrainian)

3. Buhel, Yu., & Lopatovska, O. (2024). Upravlinnia finansovoiu stiikistiu bankiv: aspekt analizu [Managing the financial stability of banks: aspect of analysis]. Modeling the Development of the Economic Systems, (3), 87–92. https://doi.org/10.31891/mdes/2024-13-12 (in Ukrainian)

4. Kryshtal, H. (2023). Financial security of the banking system of Ukraine under the conditions of martial state: classification of possible threats. Management and Entrepreneurship: Trends of Development, 4(26), 39–47. https://doi.org/10.26661/2522-1566/2023-4/26-03

5. Mazhara, H., & Muzalevska, A. (2024). Modeliuvannia finansovoi stiikosti pidpryiemstva na osnovi baz danykh vidkrytykh dzherel za dopomohoiu metodiv application programming interface i Python [Modeling enterprise financial resilience using open-source data and API/Python tools]. Economy of Ukraine, 67(5), 68–77. https://doi.org/10.15407/economyukr.2024.05.068 (in Ukrainian)

6. Pohorelenko, N. (2019). Do pytannia pro poniatiinyi aparat finansovoi stabilnosti bankivskoi systemy [On the conceptual framework of financial stability in the banking system]. Socio-Economic Relations in the Digital Society, 3(33). https://doi.org/10.18371/2221-755x3(33)2018164400 (in Ukrainian)

7. Matviichuk, V., & Akopian, A. (2020). Pidkhody do formuvannia integralnoho pokaznyka finansovoi stiikosti universytetu na osnovi uzahalnenoi funktsii bazhanosti Kharringtona [Approaches to forming an integrated financial stability indicator for a university based on Harrington’s desirability function]. Ekonomika i orhanizatsiia upravlinnia, (3), 65–80. https://doi.org/10.31558/2307-2318.2020.3.6 (in Ukrainian)

8. Vaskovych, I. M. (2006). Zabezpechennia finansovoi stiikosti bankiv Ukrainy v umovakh rynku [Ensuring financial stability of banks in Ukraine under market conditions] (PhD dissertation abstract, specialty 08.04.01 "Finance, money circulation and credit"). Lviv. (in Ukrainian)

9. Kovalenko, V. V., & Harkusha, Yu. A. (2017). Zabezpechennia finansovoi stiikosti bankiv: teoretychni ta praktychni aspekty [Ensuring financial stability of banks: theoretical and practical aspects]. LAP LAMBERT Academic Publishing. (in Ukrainian)

10. Khutorna, M. E. (2017). Teoretyko-metodolohichni pidkhody do tlumachennia finansovoi stabilnosti makro- ta mikrorynevykh ekonomichnykh system [Theoretical and methodological approaches to interpreting financial stability of macro- and micro-level economic systems]. Naukovyi Visnyk Uzhhorodskoho Universytetu. Seriia: Ekonomika, 1(49), Part 1, 295–303. http://visnyk-ekon.uzhnu.edu.ua/article/view/137298 (in Ukrainian)

11. Dovhal, Yu. S., & Chamara, R. O. (2015). Sutnist finansovoi stiikosti komertsiinoho banku ta efektyvni shliakhy yii zabezpechennia [The essence of commercial bank financial stability and effective ways of ensuring it]. Finansovyi Prostir, (1), 130–136. http://fp.lnu.edu.ua/index.php/fp/article/view/360 (in Ukrainian)

12. Verkhovna Rada Ukrainy. (2000). Pro banky i bankivsku diialnist [On banks and banking activity] Law of Ukraine No. 2121-III dated December 7, 2000. https://zakon.rada.gov.ua/laws/show/2121-14#Text (in Ukrainian)

13. AT "PUMB". (2025). Ofitsiinyi sait AT “PUMB” [Official website of JSC “PUMB”]. https://www.pumb.ua (in Ukrainian)

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Copyright (c) 2025 Yuliia Khudolii, Alina Hlushko