Modeling the segment interactions of Ukraine’s financial market
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DOIhttp://dx.doi.org/10.21511/imfi.17(2).2020.09
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Article InfoVolume 17 2020, Issue #2, pp. 101-112
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This study is devoted to assessing the level of individual segments interconnectedness within the financial market of Ukraine (FMU) and their dynamics in uncertain conditions. The methodology of the systematic approach is used to investigate the dynamic relationship between individual segments of the financial market of Ukraine, namely credit (deposit-credit) market, stock market (market of securities), government securities market, currency market, and interbank market. The study of financial market dynamics focuses on the description of the price indicators of individual market segments, which are monitored using time series analysis and statistical methods. The results of the time series assessment revealed the fractal characteristics of the Ukrainian financial market as a measure of sustainability (namely inertia). It is revealed that all segments of the financial market, except credit, are characterized by persistence. It is established that the development of market segments is uneven and is characterized as bifurcation. The credit segment is addicted to insider behavior and has the highest risk concentration. It is revealed that the foreign exchange market is still in crisis. The results of modeling the correlation relationships between market segments have shown that, in the presence of such relationships, they differ in the strength and nature of the interaction. They are volatile, unstable, and situational, dependent on external conditions. The credit market has a relationship with other segments, not significantly strong but stable. The results of the analysis indicate the dynamic development of segments within the Ukrainian financial market in the presence of interconnections between them.
Acknowledgment
The study was conducted within the framework of the State Budget of the Kyiv National Economic University named after Vadym Hetman on the topic “Innovative development of banking activities in the integrated financial environment” (state registration number 0117U001178).
- Keywords
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JEL Classification (Paper profile tab)Е44, Е47, G14
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References23
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Tables5
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Figures3
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- Figure 1. Logical and structural diagram of the process of studying the interaction of segments of the financial market in Ukraine
- Figure 2. Dynamics of the main price indicators of individual segments of FMU for the period 2010–2018
- Figure 3. Dynamics of key indicators of FMU segments
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- Table 1. Assessment of the reliability of correlation relationships between segments of the Ukrainian financial market
- Table 2. Key indicators for assessing the persistence and fractality of Ukrainian financial market segments
- Table 3. Statistical characteristics of fractality of individual segments of the Ukrainian financial market
- Table 4. Quantitative estimation of trends of financial market segments of Ukraine using correlation-regression analysis
- Table 5. Matrix of paired correlation coefficients characterizing relationships between FMU segments in 2010–2018
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- Asaturov, K. G., & Teplova, T. V. (2014). Effekty peretekaniya volatilnosti i zarazheniya na fondovykh rynkakh: opredelenie globalnykh i lokalnykh liderov (chast 2) [The effects of a spillover of volatility and contamination in stock markets: identifying global and local leaders (part 2)]. Bulletin of Moscow University, 6, 3-34. (In Russian).
- Bartiloro, L., & De Bonis, R. (2005). The Financial Systems of European Countries: Theoretical Issues and Empirical Evidence. Irving Fisher Committee Bulletin, 21(2), 1-19.
- Beck, T., De Jonghe, O., & Schepens, G. (2013). Bank competition and stability: Cross-country heterogeneity. Journal of Financial Intermediation, 22(2), 218-244.
- Byrne, J. P., & Davis, E. P. (2002). A comparison of balance sheet structures in major EU countries. National Institute Economic Review, 180(1), 83-95.
- Claessens, S., Kose, M., & Terrones, M. (2011). Financial cycles: what? How? When? IMF Working paper, 11(76).
- Delis, M. D. (2012). Bank competition, financial reform, and institutions: The importance of being developed. Journal of Development Economics, 97(2), 450-465.
- Fohlin, C. (2014). Financial Systems and Economic Development in Historical Perspective. Forthcoming in Handbook of Cliometrics. Springer Verlag.
- Ghrudzevych, U. Ya. (2004). Rehionalni osoblyvosti formuvannia i rozvytku infrastruktury finansovoho rynku Ukrainy [Regional peculiarities of formation and development of Ukrainian financial market infrastructure] (182 p.). Lviv: Banking Institute of the National Bank of Ukraine. (In Ukrainian)
- Hartmann, Ph., Maddaloni, A., & Manganelli, S. (2003). The Euro Area Financial System: Structure, Integration and Policy Initiatives. ECB Working Paper, 13, 55.
- Henderson, D. (1994). Putting ‘Trade Blocs’ into Perspective. In V. Cable & D. Henderson (Eds.), Trade Blocs? The Future of Regional Integration. London, Royal Institute of International Affairs.
- Iskhakova, O. M., Protsenko, K. V., & Stovbun, A. O. (2016). Stan ta perspektyvy rozvytku fondovoho rynku v Ukraini [State and prospects of stock market development in Ukraine]. Molodyi vchenyi – Young scientist, 12(39), 752-756. (In Ukrainian).
- Kozmenko, S. N., & Leonov, S. V. (2010). The development of methodological approaches to formalization of structure of domestic financial market. Herald of University of Banking of the National Bank of Ukraine, 2, 3-8. (In Ukrainian).
- Krasnova, I. V. (2018). Formation of investment strategies in integrated financial markets (618 p). Kyiv: KNEU. (In Ukrainian)
- Laeven, L., & Valencia, F. (2013). Systemic Banking Crises Database. IMF Econ Rev., 1(2), 225-270.
- Levine, R. (2002). Bank-based or market-based financial systems: Which is better? Journal of Financial Intermediation, 11(4), 398-428.
- Mandelbrot, B., & Freeman, W. H. (1982). The Fractal Geometry of Nature (460 p.). San Francisco.
- Merton, R., & Bodie, Z. (2005). Design of financial systems: towards a synthesis of function and structure (NBER Working Paper No. w10620).
- National Bank of Ukraine (2019). Main indicators of Ukrainian banks activity.
- Peters, E. E. (1994). Fractal Market Analysis: Applying Chaos Theory to Investment and Economics (336 p.). New York: John Wiley & Sons.
- Shkolnyk, I. O. (2008). Finansovyi rynok Ukrajny: suchasnyi stan i stratehiia rozvytku [Financial market of Ukraine: current state and development strategy] (348 p.). Sumy, Mriya, Ukrainian Academy of Banking of the National Bank of Ukraine. (In Ukrainian)
- State Statistics Service of Ukraine (2019). Main price indicators dynamics of particular segments of Ukrainian Financial Market.
- Tabak, B., Fazio, D., & Cajueiro, D. (2012). The relationship between banking market competition and risk-taking: Do size and capitalization matter? Journal of Banking & Finance, 36(12), 3366-3381.
- Torre de, A., Feyen, E., & Ize, A. (2013). Financial development: structure and dynamics. The World Bank Economic Review, 7(3), 514-541.