Marek Vochozka, Stanislav Škapa, Yelyzaveta Apanovych
{"title":"Changes in real income of households in the Czech Republic due to the Russian invasion of Ukraine","authors":"Marek Vochozka, Stanislav Škapa, Yelyzaveta Apanovych","doi":"10.9770/jesi.2023.11.2(3)","DOIUrl":null,"url":null,"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.","PeriodicalId":47127,"journal":{"name":"Entrepreneurship and Sustainability Issues","volume":"199 2","pages":""},"PeriodicalIF":1.2000,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Entrepreneurship and Sustainability Issues","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.9770/jesi.2023.11.2(3)","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BUSINESS","Score":null,"Total":0}
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.
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.