Changes in real income of households in the Czech Republic due to the Russian invasion of Ukraine

IF 1.2 Q4 BUSINESS
Marek Vochozka, Stanislav Škapa, Yelyzaveta Apanovych
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引用次数: 0

Abstract

. The objective of the paper was to assess the impact of the invasion of Ukraine by the Russian Federation on real household income in the Czech Republic. The research methods used in the study include content analysis, seasonal modification of SARIMA, and discounting method, specifically NPV. Data were collected from publicly available sources of the Czech Statistical Office. Based on a content analysis of the macroeconomic indicators under study, inflation and gross monthly household income were selected to examine further development of real household income in the Czech Republic. Based on historical data, the SARIMA model made statistically relevant forecasts of the selected variables for the "pre-war" year 2022. Comparing real and forecast data, it was confirmed that the Russian invasion of Ukraine (from 24 th February 2022 onwards) has shown how vulnerable the European financial system is to external shocks, which can be observed in significant inflationary changes. The ability of the SARIMA model to handle a larger range of data and accurately determined seasonality was demonstrated in forecasting the development of real household income. The identified economic consequences of deviations of the real and forecast figures in the "pre-war" period showed new realities in turbulent economic conditions. In order to further expand the research, combining the applied method with other analytical tools can be recommended. Moreover, it is advisable to include new relevant variables in the model. This would allow understanding better and forecasting the development of real household income in the context of current economic events.
俄罗斯入侵乌克兰导致捷克共和国家庭实际收入的变化
.本文旨在评估俄罗斯联邦入侵乌克兰对捷克共和国家庭实际收入的影响。本研究采用的研究方法包括内容分析法、SARIMA 的季节修正法和贴现法,特别是净现值法。数据来源于捷克统计局的公开资料。在对所研究的宏观经济指标进行内容分析的基础上,选择了通货膨胀和每月家庭总收入来研究捷克共和国实际家庭收入的进一步发展。根据历史数据,SARIMA 模型对 "战前 "2022 年的选定变量进行了统计预测。通过比较实际数据和预测数据,可以确认俄罗斯入侵乌克兰(自 2022 年 2 月 24 日起)显示了欧洲金融体系对外部冲击的脆弱性,这可以从通货膨胀的显著变化中观察到。在预测实际家庭收入发展时,SARIMA 模型处理更大范围数据和准确确定季节性的能力得到了证明。战前 "时期实际数据与预测数据的偏差所造成的经济后果显示了经济动荡时期的新现实。为了进一步扩大研究范围,建议将应用方法与其他分析工具相结合。此外,建议在模型中加入新的相关变量。这将有助于更好地理解和预测当前经济事件背景下家庭实际收入的发展。
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来源期刊
自引率
5.90%
发文量
80
审稿时长
20 weeks
期刊介绍: ENTREPRENEURSHIP AND SUSTAINABILITY ISSUES ISSN 2345-0282 (online) is a peer-reviewed scientific journal, serving as a platform to foster multi/interdisciplinary innovations that bring together the research communities and the end-users being affected. It is where theory meets practice, evident in the authors being experts across the industrial value chain – including business visionaries, regulatory and standards bodies, and especially pan-European networking through public and private sector partnerships (PPPs). Accepted papers present outcomes of initiatives and findings across all fields of science and technology, especially social sciences and humanities. Multi/interdisciplinary approach is encouraged. Recent additions to the already well-accomplished editorial board includes experts from the energy and information and communication technologies (ICT) sectors, particularly focused on advances to the state of the arts in environmental sustainability developments. This journal publishes original research papers that are rich with case studies of modern demonstrations, presenting innovative solutions to socio-economic and socio-technical problems that plague modern societies. It is a journal that is positioned as collaborative platform where theory meets practice, which is accomplished by publishing authors who’ve uncovered new linkages between data formulation and the underpinning theories, cases, observations, and validated hypotheses arising from the analysis of that data. ESI journal scope includes as well a particular focus on the business development side of smart electricity grids regarding financial or innovative technological aspects surrounding: renewable production, energy storage and management, construction materials, retrofitting, urban planning, and the trading of actors within emerging markets affected by energy supply and demand tradeoff.
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