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Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk

Pandemics are not new, but they continue to prevail in the last three decades. A variety of reasons such as globalization, trade growth, urbanization, human behavior change, and the rise of the prevalence of viral diseases among animals can account for this issue. Outbreaks of COVID-19 indicated tha...

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Autores principales: Keshavarzi, Ali, Horry, Hamid Reza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857921/
https://www.ncbi.nlm.nih.gov/pubmed/36714448
http://dx.doi.org/10.1007/s00477-022-02357-1
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author Keshavarzi, Ali
Horry, Hamid Reza
author_facet Keshavarzi, Ali
Horry, Hamid Reza
author_sort Keshavarzi, Ali
collection PubMed
description Pandemics are not new, but they continue to prevail in the last three decades. A variety of reasons such as globalization, trade growth, urbanization, human behavior change, and the rise of the prevalence of viral diseases among animals can account for this issue. Outbreaks of COVID-19 indicated that viral diseases have spread easily among nations, influencing their economic stability. In this vein, the motivation behind the present study was to get an understanding of the effect of the rise of the health disaster risk on the dynamics of Iran's macroeconomic variables by using Bayesian Dynamic Stochastic General Equilibrium. As opposed to Computable General Equilibrium models, DSGE models can be evaluated in a stochastic environment. Since the duration of the virus outbreak and its effect on the economy is not known, it is more appropriate to use these models. The results demonstrated that increased health disaster risk has a remarkable negative effect on macroeconomic variables. According to the findings of the research and the significance of public vaccination as an essential solution for improving health status and quality of life, it was suggested that the government pave the path for the thriving of businesses and socio-economic activities as early as possible by employing specific policies such as tax exemption or budget allocation for vaccine manufacturing companies or importers.
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spelling pubmed-98579212023-01-23 Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk Keshavarzi, Ali Horry, Hamid Reza Stoch Environ Res Risk Assess Review Paper Pandemics are not new, but they continue to prevail in the last three decades. A variety of reasons such as globalization, trade growth, urbanization, human behavior change, and the rise of the prevalence of viral diseases among animals can account for this issue. Outbreaks of COVID-19 indicated that viral diseases have spread easily among nations, influencing their economic stability. In this vein, the motivation behind the present study was to get an understanding of the effect of the rise of the health disaster risk on the dynamics of Iran's macroeconomic variables by using Bayesian Dynamic Stochastic General Equilibrium. As opposed to Computable General Equilibrium models, DSGE models can be evaluated in a stochastic environment. Since the duration of the virus outbreak and its effect on the economy is not known, it is more appropriate to use these models. The results demonstrated that increased health disaster risk has a remarkable negative effect on macroeconomic variables. According to the findings of the research and the significance of public vaccination as an essential solution for improving health status and quality of life, it was suggested that the government pave the path for the thriving of businesses and socio-economic activities as early as possible by employing specific policies such as tax exemption or budget allocation for vaccine manufacturing companies or importers. Springer Berlin Heidelberg 2023-01-20 2023 /pmc/articles/PMC9857921/ /pubmed/36714448 http://dx.doi.org/10.1007/s00477-022-02357-1 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Review Paper
Keshavarzi, Ali
Horry, Hamid Reza
Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk
title Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk
title_full Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk
title_fullStr Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk
title_full_unstemmed Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk
title_short Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk
title_sort bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk
topic Review Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857921/
https://www.ncbi.nlm.nih.gov/pubmed/36714448
http://dx.doi.org/10.1007/s00477-022-02357-1
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