Modelling the COVID-19 pandemic: Focusing on the case of Greece.


Journal

Epidemics
ISSN: 1878-0067
Titre abrégé: Epidemics
Pays: Netherlands
ID NLM: 101484711

Informations de publication

Date de publication:
09 2023
Historique:
received: 07 05 2020
revised: 29 06 2023
accepted: 03 07 2023
medline: 8 9 2023
pubmed: 10 7 2023
entrez: 9 7 2023
Statut: ppublish

Résumé

The SARS-CoV-2 infection (COVID-19) pandemic created an unprecedented chain of events at a global scale, with European counties initially following individual pathways on the confrontation of the global healthcare crisis, before organizing coordinated public vaccination campaigns, when proper vaccines became available. In the meantime, the viral infection outbreaks were determined by the inability of the immune system to retain a long-lasting protection as well as the appearance of SARS-CoV-2 variants with differential transmissibility and virulence. How do these different parameters regulate the domestic impact of the viral epidemic outbreak? We developed two versions of a mathematical model, an original and a revised one, able to capture multiple factors affecting the epidemic dynamics. We tested the original one on five European countries with different characteristics, and the revised one in one of them, Greece. For the development of the model, we used a modified version of the classical SEIR model, introducing various parameters related to the estimated epidemiology of the pathogen, governmental and societal responses, and the concept of quarantine. We estimated the temporal trajectories of the identified and overall active cases for Cyprus, Germany, Greece, Italy and Sweden, for the first 250 days. Finally, using the revised model, we estimated the temporal trajectories of the identified and overall active cases for Greece, for the duration of the 1230 days (until June 2023). As shown by the model, small initial numbers of exposed individuals are enough to threaten a large percentage of the population. This created an important political dilemma in most countries. Force the virus to extinction with extremely long and restrictive measures or merely delay its spread and aim for herd immunity. Most countries chose the former, which enabled the healthcare systems to absorb the societal pressure, caused by the increased numbers of patients, requiring hospitalization and intensive care.

Identifiants

pubmed: 37423142
pii: S1755-4365(23)00042-7
doi: 10.1016/j.epidem.2023.100706
pii:
doi:

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

100706

Informations de copyright

Copyright © 2023. Published by Elsevier B.V.

Déclaration de conflit d'intérêts

Declaration of Competing Interest As we also stated in our cover letter, we would like to declare that no conflict of interest exists for all coauthors.

Auteurs

Ioannis G Violaris (IG)

Faculty of Informatics & Telecommunications, University of Ioannina, Arta, Greece.

Theodoros Lampros (T)

Faculty of Informatics & Telecommunications, University of Ioannina, Arta, Greece.

Konstantinos Kalafatakis (K)

Faculty of Informatics & Telecommunications, University of Ioannina, Arta, Greece; Institute of Health Sciences Education, Barts and the London School of Medicine & Dentistry (Malta campus), Queen Mary University of London, Victoria, Malta. Electronic address: k.kalafatakis@qmul.ac.uk.

Georgios Ntritsos (G)

Faculty of Informatics & Telecommunications, University of Ioannina, Arta, Greece.

Konstantinos Kostikas (K)

Department of Respiratory Medicine, University Hospital of Ioannina, Ioannina, Greece.

Nikolaos Giannakeas (N)

Faculty of Informatics & Telecommunications, University of Ioannina, Arta, Greece.

Markos Tsipouras (M)

Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece.

Evripidis Glavas (E)

Faculty of Informatics & Telecommunications, University of Ioannina, Arta, Greece.

Dimitrios Tsalikakis (D)

Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece.

Alexandros Tzallas (A)

Faculty of Informatics & Telecommunications, University of Ioannina, Arta, Greece.

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