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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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. |
format | Online Article Text |
id | pubmed-10469838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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