IDENTIFICATION OF COVID-19 PANDEMIC INFLUENCE ON COUNTRY MACROECONOMIC STABILITY

A. Vysochyna, Iuliia Puhovkina
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Abstract

During 2020-2021 the world community united the efforts to counteract the destructive impact of the COVID-19 pandemic not only on the life and health of the population but also on the state of country macroeconomic stability. The main task faced by the representatives of state authorities at the stage of the active development of the pandemic was the development and implementation of effective and quick tools to contain the spread of the coronavirus infection along with interventions to maintain the business and population well-being. In turn, during 2020-2021 scientists from all over the world focused their efforts on a multifaceted analysis of the causes, features and consequences of the pandemic in various spheres of life. The main goal of this study is to analyze the impact of the COVID-19 pandemic on the main parameters of the country macroeconomic stability and formalize the changes in patterns of this impact for a sample of European countries. The analysis was conducted for a sample of 15 European countries, including: Albania, Bulgaria, Croatia, the Czech Republic, Estonia, Hungary, Latvia, Lithuania, Moldova, Poland, Romania, Serbia, Slovakia, Slovenia and Ukraine during 2015–2021. The time range of the study covers both the pre-pandemic period and pandemic period. This will make it possible to assess the margin of macroeconomic stability in the countries before the outbreak of the pandemic, to reveal the scale of its destructive influence during the active stage of the pandemic, and also to find out the key changes in the analyzed parameters of macroeconomic stability in the pandemic and pre-pandemic periods. The literature review on a certain topic conducted in the work revealed that the most relevant indicators of the state of macroeconomic stability are GDP growth, %; the level of employment of the population, calculated according to the methodology of the International Labor Organization, %; consumer price index, %; current account balance, % of GDP. To fulfill the task set within the scope of the work, several stages were implemented: 1) determination by means of statistical analysis with calculation of the average levels of the relevant indicators for the sample of countries, their chain and base growth rates of the patterns of change in the determinants of macroeconomic stability in the countries included in the sample, in the pre-pandemic and pandemic period periods; 2) performing a cluster analysis using Ward clustering and constructing dendrograms in the Stata 14.2/SE software product for a selected group of countries in 2015, 2019, 2020 and 2021; 3) determination of patterns of macroeconomic stability in 15 European countries and patterns of their change caused by the impact of the COVID-19 pandemic. The results of the statistical and cluster analysis generally show that the COVID-19 pandemic has damaged the macroeconomic stability of the 15 European countries but the scale of the destructive impact is not the same: countries with a greater margin of strength and stability of macroeconomic indicators in the pre-pandemic period more easily passed the stage of high turbulence caused by the coronavirus pandemic, while states that were characterized by macroeconomic instability for several years before the pandemic suffered more devastating consequences in 2020-2021. According to the results of the study, it was established that the pandemic had the most detrimental effect on the state of macroeconomic stability in Croatia and Slovenia, which led to a change in patterns of the ratio of determinants of macroeconomic stability and their transition in 2021 to a worse cluster, while Slovakia even moved to a more stable cluster in 2020-2021. The obtained research results can be useful both to representatives of state authorities in the context of the formation of a post-pandemic recovery strategy, and to representatives of the academic community – for deepening scientific research in this direction.
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确定COVID-19大流行对国家宏观经济稳定的影响
2020-2021年期间,国际社会将共同努力,消除COVID-19大流行对人口生命和健康以及国家宏观经济稳定状况的破坏性影响。在大流行的积极发展阶段,国家当局代表面临的主要任务是制定和实施有效和快速的工具,以遏制冠状病毒感染的传播,并采取干预措施,以维持企业和人民的福祉。反过来,在2020-2021年期间,来自世界各地的科学家集中精力,从多方面分析这一流行病在各个生活领域的原因、特点和后果。本研究的主要目标是分析COVID-19大流行对国家宏观经济稳定主要参数的影响,并对欧洲国家样本的这种影响模式的变化进行形式化。该分析是对15个欧洲国家的样本进行的,包括:阿尔巴尼亚、保加利亚、克罗地亚、捷克共和国、爱沙尼亚、匈牙利、拉脱维亚、立陶宛、摩尔多瓦、波兰、罗马尼亚、塞尔维亚、斯洛伐克、斯洛文尼亚和乌克兰。研究的时间范围包括大流行前和大流行时期。这将有可能评估大流行爆发前各国宏观经济稳定的边际,揭示其在大流行活跃阶段的破坏性影响的规模,并找出大流行期间和大流行前时期宏观经济稳定分析参数的关键变化。工作中对某一课题进行的文献综述表明,与宏观经济稳定状态最相关的指标是GDP增速,%;人口就业水平,按照国际劳工组织的方法计算,%;居民消费价格指数%;经常项目余额占GDP的百分比。为完成在工作范围内确定的任务,实施了几个阶段:1)通过统计分析,计算样本国家相关指标的平均水平、它们的链和基本增长率,确定样本国家在大流行前和大流行期间宏观经济稳定决定因素的变化模式;2)在Stata 14.2/SE软件产品中使用Ward聚类进行聚类分析,并在2015年、2019年、2020年和2021年对选定的一组国家进行树形图构建;3)确定15个欧洲国家的宏观经济稳定模式及其受COVID-19大流行影响的变化模式。统计和聚类分析结果总体显示,新冠肺炎疫情对15个欧洲国家宏观经济稳定造成了破坏,但破坏程度不同:大流行前宏观经济指标具有较大优势和稳定性的国家更容易度过冠状病毒大流行造成的高度动荡阶段,而在大流行前几年宏观经济不稳定的国家在2020-2021年遭受了更具破坏性的后果。研究结果表明,疫情对克罗地亚和斯洛文尼亚宏观经济稳定状况的影响最为严重,导致宏观经济稳定决定因素的比例模式发生变化,并在2021年向更糟糕的一类过渡,而斯洛伐克甚至在2020-2021年进入更稳定的一类。所获得的研究成果对国家当局代表在制定大流行后恢复战略方面以及对学术界代表在深化这方面的科学研究方面都很有用。
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