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Maritime transportation and people mobility in the early diffusion of COVID-19 in Croatia

INTRODUCTION: The outbreak of COVID-19 in Europe began in early 2020, leading to the emergence of several waves of infection with varying timings across European countries. The largest wave of infection occurred in August-September. Croatia, known for being a hotspot of tourism in the Mediterranean...

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Autores principales: Cot, Corentin, Aksentijević, Dea, Jugović, Alen, Cacciapaglia, Giacomo, Mannarini, Gianandrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10469838/
https://www.ncbi.nlm.nih.gov/pubmed/37663862
http://dx.doi.org/10.3389/fpubh.2023.1183047
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author Cot, Corentin
Aksentijević, Dea
Jugović, Alen
Cacciapaglia, Giacomo
Mannarini, Gianandrea
author_facet Cot, Corentin
Aksentijević, Dea
Jugović, Alen
Cacciapaglia, Giacomo
Mannarini, Gianandrea
author_sort Cot, Corentin
collection PubMed
description INTRODUCTION: The outbreak of COVID-19 in Europe began in early 2020, leading to the emergence of several waves of infection with varying timings across European countries. The largest wave of infection occurred in August-September. Croatia, known for being a hotspot of tourism in the Mediterranean region, raised concerns that it might have played a role in incubating the pandemic during the summer of 2020. METHODS: To investigate this possibility, we conducted a data-driven study to examine the potential influence of passenger mobility to and within Croatia, utilizing various modes of transportation. To achieve this, we integrated observational datasets into the “epidemic Renormalization Group” modeling framework. RESULTS: By comparing the models with epidemiological data, we found that in the case of Croatia in 2020, neither maritime nor train transportation played a prominent role in propagating the infection. Instead, our analysis highlighted the leading role of both road and airborne mobility in the transmission of the virus. DISCUSSION: The proposed framework serves to test hypotheses concerning the causation of infectious waves, offering the capacity to rule out unrelated factors from consideration.
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spelling pubmed-104698382023-09-01 Maritime transportation and people mobility in the early diffusion of COVID-19 in Croatia Cot, Corentin Aksentijević, Dea Jugović, Alen Cacciapaglia, Giacomo Mannarini, Gianandrea Front Public Health Public Health INTRODUCTION: The outbreak of COVID-19 in Europe began in early 2020, leading to the emergence of several waves of infection with varying timings across European countries. The largest wave of infection occurred in August-September. Croatia, known for being a hotspot of tourism in the Mediterranean region, raised concerns that it might have played a role in incubating the pandemic during the summer of 2020. METHODS: To investigate this possibility, we conducted a data-driven study to examine the potential influence of passenger mobility to and within Croatia, utilizing various modes of transportation. To achieve this, we integrated observational datasets into the “epidemic Renormalization Group” modeling framework. RESULTS: By comparing the models with epidemiological data, we found that in the case of Croatia in 2020, neither maritime nor train transportation played a prominent role in propagating the infection. Instead, our analysis highlighted the leading role of both road and airborne mobility in the transmission of the virus. DISCUSSION: The proposed framework serves to test hypotheses concerning the causation of infectious waves, offering the capacity to rule out unrelated factors from consideration. Frontiers Media S.A. 2023-08-17 /pmc/articles/PMC10469838/ /pubmed/37663862 http://dx.doi.org/10.3389/fpubh.2023.1183047 Text en Copyright © 2023 Cot, Aksentijević, Jugović, Cacciapaglia and Mannarini. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Public Health
Cot, Corentin
Aksentijević, Dea
Jugović, Alen
Cacciapaglia, Giacomo
Mannarini, Gianandrea
Maritime transportation and people mobility in the early diffusion of COVID-19 in Croatia
title Maritime transportation and people mobility in the early diffusion of COVID-19 in Croatia
title_full Maritime transportation and people mobility in the early diffusion of COVID-19 in Croatia
title_fullStr Maritime transportation and people mobility in the early diffusion of COVID-19 in Croatia
title_full_unstemmed Maritime transportation and people mobility in the early diffusion of COVID-19 in Croatia
title_short Maritime transportation and people mobility in the early diffusion of COVID-19 in Croatia
title_sort maritime transportation and people mobility in the early diffusion of covid-19 in croatia
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10469838/
https://www.ncbi.nlm.nih.gov/pubmed/37663862
http://dx.doi.org/10.3389/fpubh.2023.1183047
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