A comparative analysis of the effects of containment policies on the epidemiological manifestation of the COVID-19 pandemic across nine European countries.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
19 07 2023
Historique:
received: 07 10 2022
accepted: 27 06 2023
medline: 21 7 2023
pubmed: 20 7 2023
entrez: 19 7 2023
Statut: epublish

Résumé

The COVID-19 pandemic has been a catastrophic event that has seriously endangered the world's population. Governments have largely been unprepared to deal with such an unprecedented calamity, partially due to the lack of sufficient or adequately fine-grained data necessary for forecasting the pandemic's evolution. To fill this gap, researchers worldwide have been collecting data about different aspects of COVID-19's evolution and government responses to them so as to provide the foundation for informative models and tools that can be used to mitigate the current pandemic and possibly prevent future ones. Indeed, since the early stages of the pandemic, a number of research initiatives were launched with this goal, including the PERISCOPE (Pan-European Response to the ImpactS of COVID-19 and future Pandemics and Epidemics) Project, funded by the European Commission. PERISCOPE aims to investigate the broad socio-economic and behavioral impacts of the COVID-19 pandemic, with the goal of making Europe more resilient and prepared for future large-scale risks. The purpose of this study, carried out as part of the PERISCOPE project, is to provide a first European-level analysis of the effect of government policies on the spread of the virus. To do so, we assessed the relationship between a novel index, the Policy Intensity Index, and four epidemiological variables collected by the European Centre for Disease Control and Prevention, and then applied a comprehensive Pan-European population model based on Multilevel Vector Autoregression. This model aims at identifying effects that are common to some European countries while treating country-specific policies as covariates, explaining the different evolution of the pandemic in nine selected countries due to data availability: Spain, France, Netherlands, Latvia, Slovenia, Greece, Ireland, Cyprus, Estonia. Results show that specific policies' effectiveness tend to vary consistently within the different countries, although in general policies related to Health Monitoring and Health Resources are the most effective for all countries.

Identifiants

pubmed: 37468698
doi: 10.1038/s41598-023-37751-4
pii: 10.1038/s41598-023-37751-4
pmc: PMC10356910
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

11631

Informations de copyright

© 2023. The Author(s).

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Auteurs

Chiara Podrecca (C)

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy. chiara.podrecca01@universitadipavia.it.

Enea Parimbelli (E)

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.

Daniele Pala (D)

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.

Cindy Cheng (C)

Technical University of Munich, Munich, Germany.

Luca Messerschmidt (L)

Technical University of Munich, Munich, Germany.

Tim Büthe (T)

Technical University of Munich, Munich, Germany.

Riccardo Bellazzi (R)

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.

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