Quantitative crisis analysis: identifying and defining imbalances
Creators
- 1. Mykhailo Tuhan-Baranovskyi Donetsk National University of Economics and Trade
- 2. National University "Odessa Law Academy"
Description
Dedicated to the study of the possibility of using quantitative analysis tools to determine macroeconomic imbalances as potential harbingers of the spread of the crisis. It is noted that in modern conditions of a rapid course of crisis situations, it is advisable to use nonlinear models, an example of which is nonparametric models based on the signaling approach, providing for the use of macroindicators (indicators) characterizing the economy's resistance to crises. To predict the emergence of negative trends in the development of the economy in the future, the authors developed and proposed for use a regression model with performance indicators, which reflects the dependence of the probability of the onset of the period of "crisis" on a number of economic indicators and carried out its approbation for the Ukrainian economy. Forecasting results for 2021–2022 They made it possible to determine the deviations of the Ukrainian economy from the trajectory of sustainable development. The authors indicated the corrective measures of economic policy on the part of the macroeconomic regulation authorities in order to suspend the inertial development of the forecast situation.
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References
- Ramazanov, S. K., Stepanenko, O. P., Tymashova, L. A. (2004). Metody antykryzovoho upravlinnia. Luhansk: Vyd-vo SNU im. V. Dalia, 192.
- Kukhta, P. V. (2012). Kryzy, yikh prychyny ta naslidky. Efektyvna ekonomika, 10. Available at: http://www.economy.nayka.com.ua/?op=1&z=1439
- Cherep, A., Pavlenko, A. (2018). Formation of anti-crisis management strategy of machine-building enterprises of the Zaporizhia region. Socio-Economic Research Bulletin, 1 (65), 161–173. doi: https://doi.org/10.33987/vsed.1(65).2018.161-173
- Yakubovskyi, O. P., Pakhomova, T. I., Drahomyretska, N. M. (2005). Upravlinnia ryzykamy ta kryzamy (opornyi konspekt dystantsiynoho kursu navchalnoi dystsypliny). Kyiv: Tsentr dystantsiynoho navchannia NADU pry Prezydentovi Ukrainy, 68.
- Eichengreen, B., Rose, A., Wyplosz, C. (1996). Contagious Currency Crises: First Tests. The Scandinavian Journal of Economics, 98 (4), 463. doi: https://doi.org/10.2307/3440879
- Gerlach, S., Smets, F. (1995). Contagious speculative attacks. European Journal of Political Economy, 11 (1), 45–63. doi: https://doi.org/10.1016/0176-2680(94)00055-o
- Goldstein, M. (1998). The Asian Financial Crisis: Causes, Cures, and Systemic Implications. Policy Analyses in International Economics. Washington: Institute for International Economics, 77.
- Kaminsky, G. L., Reinhart, C. M. (2001). Bank Lending and Contagion. Regional and Global Capital Flows, 73–116. doi: https://doi.org/10.7208/chicago/9780226387017.003.0004
- Calvo, G. A. (2005). Contagion in Emerging Markets: When Wall Street Is a Carrier Guillermo A. Calvo. Emerging Capital Markets in Turmoil. doi: https://doi.org/10.7551/mitpress/2701.003.0020
- Calvo, G. A., Mendoza, E. G. (2000). Rational contagion and the globalization of securities markets. Journal of International Economics, 51 (1), 79–113. doi: https://doi.org/10.1016/s0022-1996(99)00038-0
- Kaminsky, G. L., Reinhart, C. M. (2000). On crises, contagion, and confusion. Journal of International Economics, 51 (1), 145–168. doi: https://doi.org/10.1016/s0022-1996(99)00040-9
- Shubin, O. O., Guseva, O. Y. (2014). Identification of priority areas of strategic changes at domestic enterprises. Actual Problems of Economics, 156 (6), 544–550. Available at: https://www.scopus.com/record/display.uri?eid=2-s2.0-84906091868&origin=resultslist
- Mironova, Yu. A. (2007). Rasprostranenie krizisov: Teoriya i praktika v prilozhenii k krizisu 1998 g. Moscow: EERC, 42.
- Moiseev, S. R. (2002). Mezhdunarodnoe rasprostranenie krizisa. Finansovyy menedzhment, 3, 102–106.
- Fedorova, E., Bezruk, O. (2011). The Channels of Financial Crisis Transmission in Emerging Markets. Voprosy Ekonomiki, 7, 120–128. doi: https://doi.org/10.32609/0042-8736-2011-7-120-128
- Chernyak, O., Yakymchuk, B. (2016). The signal approach to modelling the balance of payment crisis. Bulletin of Taras Shevchenko National University of Kyiv Economics, 12 (189), 6–13. doi: https://doi.org/10.17721/1728-2667.2016/189-12/1
- Lokhman, N., Serebrenikov, V., Beridze, T., Cherep, A., Dashko, I. (2020). Analysis of economic and mathematical modeling of industrial enterprise functioning at multicollinearity based on parameterization. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu, 2, 179–184. doi: https://doi.org/10.33271/nvngu/2020-2/179
- Strelchenko, I. (2019). Modeling of cross-border spreading of financial crisis. Neuro-Fuzzy Modeling Techniques in Economics, 8, 147–174. doi: https://doi.org/10.33111/nfmte.2019.147
- Macroeconomic imbalance procedure. MIP Scoreboard. Available at: http://ec.europa.eu/economy_finance/economic_governance/macroeconomic_imbalance_procedure/mip_scoreboard/index_en.htm
- Scoreboard for the Surveillance of Macroeconomic Imbalances. Occasional Papers 92. European Union. Available at: https://ec.europa.eu/economy_finance/publications/occasional_paper/2012/pdf/ocp92_en.pdf
- The Macroeconomic Imbalance Procedure. Rationale, Process, Application: A Compendium (2016). European Economy. Institutional Paper 039. Available at: https://ec.europa.eu/info/sites/info/files/file_import/ip039_en_2.pdf
- Ukraine. The World Bank Group. Available at: https://data.worldbank.org/country/ukraine
- Report from the commission to the European parliament, the council, the european central bank, the European economic and social committee, the committee of the regions and the European investment bank. Available at: https://ec.europa.eu/info/sites/default/files/2013-european-semester-alert-mechanism-report-statistical-annex-en.pdf
- International investment position statistics. Available at: https://ec.europa.eu/eurostat/statistics-explained/index.php?title=International_investment_position_statistics
- Macroeconomic Indicators. Available at: https://bank.gov.ua/en/statistic/macro-indicators
- Report from the commission to the European parliament, the council, the European central bank and the European economic and social committee. Available at: https://ec.europa.eu/info/sites/default/files/2015-alert-mechanism-report-annex-en.pdf
- Mizhnarodna investytsiyna pozytsiya (za metodolohieiu KPB6). Available at: https://bank.gov.ua/files/ES/IIP_y.pdf
- Information on Indicators. Available at: https://ec.europa.eu/eurostat/web/macroeconomic-imbalances-procedure/indicators
- Valovoi vnutrennyi produkt Ukrainy s 2012 po 2021 hh. Available at: https://index.minfin.com.ua/economy/gdp/
- Financial Sector Statistics. Financial accounts of the financial corporations' sector. Available at: https://bank.gov.ua/ua/statistic/sector-financial/data-sector-financial#4fsi
- Dynamika valovoho zovnishnoho borhu i VVP Ukrainy z 2006 po 2021 rr. Available at: https://index.minfin.com.ua/ua/economy/foreigndebt/
- Macroeconomic Imbalance Procedure. Poland. Available at: https://ec.europa.eu/eurostat/web/macroeconomic-imbalances-procedure/data/scoreboard
- Macroeconomic Imbalance Procedure. Germany. Available at: https://ec.europa.eu/eurostat/web/macroeconomic-imbalances-procedure/data/scoreboard
- Financial Sector Statistics. Surveys of financial corporations. Available at: https://bank.gov.ua/ua/statistic/sector-financial/data-sector-financial
- Net international investment position - annual data. Poland. Available at: https://ec.europa.eu/eurostat/databrowser/view/tipsii10/default/table?lang=en
- Net international investment position - annual data. Germany. Available at: https://ec.europa.eu/eurostat/databrowser/view/tipsii10/default/table?lang=en
- Osnovni polozhennia metodyky rozrakhunku indeksiv realnoho efektyvnoho obminnoho kursu (REOK) ta nominalnoho efektyvnoho obminnoho kursu (NEOK) hryvni. Available at: https://bank.gov.ua/admin_uploads/article/REER_methodology.pdf
- International financial statistics. Available at: https://data.imf.org/?sk=4c514d48-b6ba-49ed-8ab9-52b0c1a0179b&sId=1539887168442