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COVID-19 resilience index in European Union countries based on their risk and readiness scale

Addressing risks and pandemics at a country level is a complex task that requires transdisciplinary approaches. The paper aims to identify groups of the European Union countries characterized by a similar COVID-19 Resilience Index (CRI). Developed in the paper CRI index reflects the countries’ COVID...

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Autores principales: Aboelnaga, Somaya, Czech, Katarzyna, Wielechowski, Michał, Kotyza, Pavel, Smutka, Lubos, Ndue, Kennedy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403121/
https://www.ncbi.nlm.nih.gov/pubmed/37540717
http://dx.doi.org/10.1371/journal.pone.0289615
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author Aboelnaga, Somaya
Czech, Katarzyna
Wielechowski, Michał
Kotyza, Pavel
Smutka, Lubos
Ndue, Kennedy
author_facet Aboelnaga, Somaya
Czech, Katarzyna
Wielechowski, Michał
Kotyza, Pavel
Smutka, Lubos
Ndue, Kennedy
author_sort Aboelnaga, Somaya
collection PubMed
description Addressing risks and pandemics at a country level is a complex task that requires transdisciplinary approaches. The paper aims to identify groups of the European Union countries characterized by a similar COVID-19 Resilience Index (CRI). Developed in the paper CRI index reflects the countries’ COVID-19 risk and their readiness for a crisis situation, including a pandemic. Moreover, the study detects the factors that significantly differentiate the distinguished groups. According to our research, Bulgaria, Hungary, Malta, and Poland have the lowest COVID-19 Resilience Index score, with Croatia, Greece, Czechia, and Slovakia following close. At the same time, Ireland and Scandinavian countries occupy the top of the leader board, followed by Luxemburg. The Kruskal-Wallis test results indicate four COVID-19 risk indicators that significantly differentiate the countries in the first year of the COVID-19 pandemic. Among the significant factors are not only COVID-19-related factors, i.e., the changes in residential human mobility, the stringency of anti-COVID-19 policy, but also strictly environmental factors, namely pollution and material footprint. It indicates that the most critical global environmental issues might be crucial in the phase of a future pandemic. Moreover, we detect eight readiness factors that significantly differentiate the analysed country groups. Among the significant factors are the economic indicators such as GDP per capita and labour markets, the governance indicators such as Rule of Law, Access to Information, Implementation and Adaptability measures, and social indicators such as Tertiary Attainment and Research, Innovation, and Infrastructure.
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spelling pubmed-104031212023-08-05 COVID-19 resilience index in European Union countries based on their risk and readiness scale Aboelnaga, Somaya Czech, Katarzyna Wielechowski, Michał Kotyza, Pavel Smutka, Lubos Ndue, Kennedy PLoS One Research Article Addressing risks and pandemics at a country level is a complex task that requires transdisciplinary approaches. The paper aims to identify groups of the European Union countries characterized by a similar COVID-19 Resilience Index (CRI). Developed in the paper CRI index reflects the countries’ COVID-19 risk and their readiness for a crisis situation, including a pandemic. Moreover, the study detects the factors that significantly differentiate the distinguished groups. According to our research, Bulgaria, Hungary, Malta, and Poland have the lowest COVID-19 Resilience Index score, with Croatia, Greece, Czechia, and Slovakia following close. At the same time, Ireland and Scandinavian countries occupy the top of the leader board, followed by Luxemburg. The Kruskal-Wallis test results indicate four COVID-19 risk indicators that significantly differentiate the countries in the first year of the COVID-19 pandemic. Among the significant factors are not only COVID-19-related factors, i.e., the changes in residential human mobility, the stringency of anti-COVID-19 policy, but also strictly environmental factors, namely pollution and material footprint. It indicates that the most critical global environmental issues might be crucial in the phase of a future pandemic. Moreover, we detect eight readiness factors that significantly differentiate the analysed country groups. Among the significant factors are the economic indicators such as GDP per capita and labour markets, the governance indicators such as Rule of Law, Access to Information, Implementation and Adaptability measures, and social indicators such as Tertiary Attainment and Research, Innovation, and Infrastructure. Public Library of Science 2023-08-04 /pmc/articles/PMC10403121/ /pubmed/37540717 http://dx.doi.org/10.1371/journal.pone.0289615 Text en © 2023 Aboelnaga et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Aboelnaga, Somaya
Czech, Katarzyna
Wielechowski, Michał
Kotyza, Pavel
Smutka, Lubos
Ndue, Kennedy
COVID-19 resilience index in European Union countries based on their risk and readiness scale
title COVID-19 resilience index in European Union countries based on their risk and readiness scale
title_full COVID-19 resilience index in European Union countries based on their risk and readiness scale
title_fullStr COVID-19 resilience index in European Union countries based on their risk and readiness scale
title_full_unstemmed COVID-19 resilience index in European Union countries based on their risk and readiness scale
title_short COVID-19 resilience index in European Union countries based on their risk and readiness scale
title_sort covid-19 resilience index in european union countries based on their risk and readiness scale
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403121/
https://www.ncbi.nlm.nih.gov/pubmed/37540717
http://dx.doi.org/10.1371/journal.pone.0289615
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