QUANTIFYING THE ECONOMIC SURVIVE ACROSS THE EU USING MARKOV PROBABILITY CHAINS

IF 4.8 2区 经济学 Q1 ECONOMICS
Romeo-Victor Ionescu, M. Zlati, V. Antohi, Irina Susanu, Nicoleta Bărbuță-Mișu
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Abstract

The multiple global crisis has made the economies of the world’s countries, including EU’s economy, vulnerable through the downgrading of the pandemic and the subsequent outbreak of geo-political conflict. These two events had the effect of decelerating the European economy and increasing the poverty level of the population, even that these developments are weaker than in rest of the world. The main objective of the present scientific approach is to identify a risk function based on Markov probability chains and to assess the possibilities of economic recovery through a package of policies structured over different time horizons. The used methods consist of meta-analysis, statistical analysis and geo-spatial and temporal modelling. The results of the study capture the integrated developments of risk-generating macroeconomic elements such as inflation, unemployment, public debt growth in a regionally segregated manner. These elements are useful for supranational decision-makers to increase the economic survival rate after multiple shocks through our proposed policy package.
利用马尔可夫概率链量化整个欧盟的经济生存状况
全球性的多重危机使世界各国的经济,包括欧盟的经济,因大流行病的恶化和随后爆发的地缘政治冲突而变得脆弱。这两件事造成了欧洲经济减速和人口贫困水平上升的后果,尽管这些发展比世界其他地区要弱。本科学方法的主要目标是在马尔可夫概率链的基础上确定风险函数,并评估通过不同时间跨度的一揽子政策实现经济复苏的可能性。所使用的方法包括元分析、统计分析以及地理空间和时间建模。研究结果捕捉到了产生风险的宏观经济要素(如通货膨胀、失业率、公共债务增长)在区域上的综合发展情况。这些要素有助于超国家决策者通过我们建议的一揽子政策提高多重冲击后的经济存活率。
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来源期刊
CiteScore
10.00
自引率
8.50%
发文量
66
审稿时长
15 weeks
期刊介绍: Technological and Economic Development of Economy is a refereed journal that publishes original research and review articles and book reviews. The Journal is designed for publishing articles in the following fields of research: systems for sustainable development, policy on sustainable development, legislation on sustainable development, strategies, approaches and methods for sustainable development, visions and scenarios for the future, education for sustainable development, institutional change and sustainable development, health care and sustainable development, alternative economic paradigms for sustainable development, partnership in the field of sustainable development, industry and sustainable development, sustainable development challenges to business and management, technological changes and sustainable development, social aspects of sustainability, economic dimensions of sustainability, political dimensions of sustainability, innovations, life cycle design and assessment, ethics and sustainability, sustainable design and material selection, assessment of environmental impact, ecology and sustainability, application case studies, best practices, decision making theory, models of operations research, theory and practice of operations research, statistics, optimization, simulation. All papers to be published in Technological and Economic Development of Economy are peer reviewed by two appointed experts. The Journal is published quarterly, in March, June, September and December.
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