QUANTIFYING THE ECONOMIC SURVIVE ACROSS THE EU USING MARKOV PROBABILITY CHAINS

IF 5.5 3区 材料科学 Q2 CHEMISTRY, PHYSICAL ACS Applied Energy Materials Pub Date : 2024-03-14 DOI:10.3846/tede.2024.20760
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.
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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
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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