Assessment and forecasting of Ukraine’s financial security: Choice of alternatives
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DOIhttp://dx.doi.org/10.21511/ppm.20(2).2022.11
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Article InfoVolume 20 2022, Issue #2, pp. 117-134
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Financial security of a country is an integral part of its economic security and the basis of national security. The paper aims to assess and forecast the level of Ukraine’s financial security using two methodological approaches (the existing one and the authors’ elaboration) to choose the best alternative. The first one is based on the Methodology of the Ministry of Economy of Ukraine. The alternative one has been developed as a multiplicative model of non-linear convolution of relevant direct and indirect impact indicators, considering the opportunity and risk, which is based on a combination of a power function and the Harrington method. A database of input indicators was formed with further differentiation according to their impact on Ukraine’s financial security. The research results demonstrated that during 2013–2019 Ukraine’s financial security integrated index was cyclical and constantly changing. A comparison of the existing methodology and the developed model demonstrated a certain discrepancy between the obtained results. It was substantiated that the proposed multiplicative non-linear convolution model for assessing and forecasting the state’s financial security is more relevant, includes current indicators sorted by their direct and indirect impact, and adjusts them according to the risk of impact on overall security in the country.
- Keywords
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JEL Classification (Paper profile tab)C51, C53, F65
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References47
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Tables11
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Figures6
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- Figure 1. Stages of implementing the model to assess a country’s financial security
- Figure 2. Dynamics of changes in the components of Ukraine’s financial security for 2013–2019
- Figure 3. Dynamics of changes in the integrated index of Ukraine’s financial security for 2013–2019
- Figure 4. Scale types for qualitative measurement of results
- Figure 5. Exponential smoothing of the financial security forecast level
- Figure 6. Normal probability plot
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- Table 1. Integrated index of the general level of Ukraine’s financial security and its components for 2013–2019
- Table 2. Input indicators for the model for assessing Ukraine’s financial security by influencing areas
- Table 3. Determining the rank of direct impact indicators using the method of principal components
- Table 4. Priority of financial security assessment indicators
- Table 5. Normalized direct impact indicators in terms of assessing Ukraine’s financial security
- Table 6. Normalized indirect impact indicators in the context of assessing Ukraine’s financial security
- Table 7. Interpretation limits of the results of assessing a country’s financial security using the multiplicative non-linear convolution model
- Table 8. Integral summary assessment of the level of financial security in Ukraine
- Table 9. Indicators of actual and forecast values of the level of Ukraine’s financial security
- Table 10. Comparison of the results of assessing Ukraine’s financial security using two methodologies
- Table A1. Formulas of a fuzzy-logic approach to assessing indicators in terms of the risk of their impact on the overall level of financial security
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- Allen, W., &Wood, G. (2006). Defining and achieving financial stability. Journal of Financial Stability, 2(2), 152-172.
- Bilozubenko, V., Yatchuk, O., Wolanin, E., Serediuk, T., & Korneyev, M. (2020). Comparison of the digital economy development parameters in the EU countries in the context of bridging the digital divide. Problems and Perspectives in Management, 18(2), 206-218.
- Blakyta, G., Matusova, O., Lanovska, H., & Adamenko, V. (2017). Integral assessment of business environment security. Problems and Perspectives in Management, 15(4), 280-292.
- Bondarenko, E., Zhuravka, O., Aiyedogbon, J. O., Sunday, O. E., & Andrieieva, V. (2020). Structural modeling of the impact of bank nonperforming loans on the banking sector: the Ukrainian experience. Banks and Bank Systems, 15(2), 67-78.
- Bukhtiarova, A., Semenog, A., Razinkova, M., Nebaba, N., & Haber, J. A. (2020). Assessment of financial monitoring efficiency in the banking system of Ukraine. Banks and Bank Systems, 15(1), 98-106.
- Bulatova, O., Marena, T., Chentukov, Yu., & Shabelnyk, T. (2020). The impact of global financial transformations on the economic security of Central and Eastern European countries. Public and Municipal Finance, 9(1), 1-13.
- D’yakonova, I., Nikitina, A., Sukhonos, V., & Zhuravka, F. (2018). Methodological bases of estimating the efficiency of economic security management of the enterprises in the global environment. Investment Management and Financial Innovations, 15(2), 145-153.
- Eitutis, H. D., & Popova, D. V. (2018). Doslidzhennia skladovykh ekonomichnoi bezpeky Ukrainy dlia staloho rozvytku derzhavy [Research of components of economic security of Ukraine for sustainable development of the state]. Visnyk ekonomiky transportu i promyslovosti – Bulletin of Transport Economics and Industry, 62, 29-36. (In Ukrainian).
- Forinsurer. (n.d.). Statystyka strakhovoho rynku Ukrainy [Statistics of the insurance market of Ukraine]. (In Ukrainian).
- Frolov, S., Strilec, V., & Balatskyi, I. (2017). Foresight technologies in financial provision of small business in Ukraine. Problems and Perspectives in Management, 15(1 cont.), 200-209.
- Goede, M. D. (2021). Finance/security infrastructures. Review of International Political Economy, 28(2), 351-368.
- Grynko, T., & Gviniashvili, T. (2015). Organizational changes at the enterprise within the context of its innovative development. Economic Annals-XXI, 1-2(2), 51-54. (In Ukrainian).
- Haber, J., Bukhtiarova, A., Chorna, S., Iastremska, O., & Bolgar, T. (2018). Forecasting the level of financial security of the country (on the example of Ukraine). Investment Management and Financial Innovations, 15(3), 304-317.
- Inglehart, R., & Abramson, P. R. (1994). Economic Security and Value Change. American Political Science Review, 88(2), 336-354.
- Ivashko, O. (2015). Finansova bezpeka Ukrainy v umovakh kryzovykh yavyshch v ekonomitsi [Financial security of Ukraine in the conditions of crisis phenomena in economy]. Ekonomichnyi chasopys Skhidnoievropeiskoho natsionalnoho universytetu imeni Lesi Ukrainky – Economic Journal of the Lesia Ukrainka East European National University, 2, 61-65. (In Ukrainian).
- Kolodiziev, O., Chmutova, I., & Lesik, V. (2018). Use of causal analysis to improve the monitoring of the banking system stability. Banks and Bank Systems, 13(2), 62-76.
- Kozmenko, S. М., Korneyev, M.V., & Makedon, V. V. (2014). Finansializatsiia ekonomiky ta yii vplyv na indykatory sotsialno-ekonomichnoho rozvytku okremykh krain [Financialisation of economy and its influence on the indicators of countries’ socioeconomic development]. Aktualni problemy ekonomiky – Actual problems of economics, 161(11), 290-298. (In Ukrainian).
- Lewkowicz, J. (2018). What is Law & Economics and How Could It Have Contributed to Preventing the Global Crisis? Entrepreneurial Business and Economics Review, 6(3), 89-101.
- Ministry of Finance of Ukraine. (n.d.a). Poperedni biudzhety [Previous budgets]. (In Ukrainian).
- Ministry of Finance of Ukraine. (n.d.b). State Debt and State Guaranteed Debt.
- Mykolaichuk, A. B. (2012). Metodychnyi pidkhid do prohnozuvannia rivnia finansovoi bezpeky derzhavy v systemi monitorynhu [The methodical approach to predict the level of financial state security in monitoring system]. Visnyk ekonomiky transportu i promyslovosti – Bulletin of Economy of Transport and Industry, 38, 32-38. (In Ukrainian).
- Nakonechna, N. V. (2013). Metodolohichni pidkhody shchodo otsiniuvannia rivnia finansovoi bezpeky Ukrainy [Methodological approaches to assessing the level of financial security of Ukraine]. Naukovyi visnyk NLTU Ukrainy – Scientific Bulletin of NLTU of Ukraine, 23(14), 281-287.
- National Bank of Ukraine (NBU). (n.d.a). Gross external debt of Ukraine.
- National Bank of Ukraine (NBU). (n.d.b). NBU monetary operations with banks: interest rates.
- National Bank of Ukraine (NBU). (n.d.c). Monetary statistics.
- National Bank of Ukraine (NBU). (n.d.d). Monetary statistics: Surveys, deposits, loans, securities.
- National Bank of Ukraine (NBU). (n.d.e). Monetary and Financial Statistics Manual and Compilation Guide.
- National Bank of Ukraine (NBU). (n.d.f). Fondovyi rynok: Indeks fondovoho rynku (Indeks PFTS) [Stock Market Index (PFTS)]. (In Ukrainian).
- National Bank of Ukraine (NBU). (n.d.g). Official Exchange Rates.
- National Bank of Ukraine (NBU). (n.d.h). Key performance indicators of banks.
- National Bank of Ukraine (NBU). (n.d.i). Domestic government bonds: primary market.
- National Bank of Ukraine (NBU). (n.d.j). FX market.
- National Securities and Stock Market Commission (NSSMC). (2020). Analytical data on stock market development.
- Pan, S., Wei, J., & Hu, S. (2020). A Novel Image Encryption Algorithm Based on Hybrid Chaotic Mapping and Intelligent Learning in Financial Security System. Multimedia Tools and Applications, 79, 9163-9176.
- Semenoh, A. Yu., Khomutenko, A. V., & Barvinok, V. Yu. (2018). Sutnist ta znachennia finansovoi bezpeky derzhavy [The essence and value of a state’s financial safety]. Naukovyi visnyk Khersonskoho derzhavnoho universytetu. Seriia “Ekonomichni nauky” – Scientific Bulletin of Kherson State University. Series “Economic Sciences”, 29(2), 117-120. (In Ukrainian).
- Shkolnyk, I., Pisula, T., Loboda, L., & Nebaba, N. (2019). Financial crisis of real sector enterprises: an integral assessment. Investment Management and Financial Innovations, 16(4), 366-381.
- Solomon, L. D. (2005). Financial security & personal wealth. Transaction Publishers.
- State Statistics Service of Ukraine. (n.d.). Official site. (In Ukrainian).
- Stevens, S. S. (1946). On the Theory of Scales of Measurement. Science, New Series, 103(2684), 677-680.
- Tsapova, O. (2020). Financial Security of the State: Essence and Approaches. Reports of the national academy of sciences of the Republic of Kazakhstan, 4(332), 161-165.
- Verkhovna Rada of Ukraine. (2013). Nakaz No. 1277 “Pro zatverdzhennia Metodychnykh rekomendatsii shchodo rozrakhunku rivnia ekonomichnoi bezpeky Ukrainy” [Order No. 1277 “Methodical recommendations for calculating the level of economic security of Ukraine”]. (In Ukrainian).
- World Bank. (n.d.a). Global Financial Development.
- World Bank. (n.d.b). Jobs.
- World Bank. (n.d.c). Poverty and Equity.
- World Bank. (n.d.d). World Development Indicators.
- World Bank. (n.d.e). Doing Business.
- Zhuravka, F., Filatova, H., Šuleř, P., & Wołowiec, T. (2021). State debt assessment and forecasting: time series analysis. Investment Management and Financial Innovations, 18(1), 65-75.