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Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy

Italy was the first European country affected by the Sars-Cov-2 pandemic, with the first autochthonous case identified on Feb 21st. Specific control measures restricting social contacts were introduced by the Italian government starting from the beginning of March. In the current study we analyzed p...

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Autores principales: Moirano, Giovenale, Richiardi, Lorenzo, Novara, Carlo, Maule, Milena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256452/
https://www.ncbi.nlm.nih.gov/pubmed/32574301
http://dx.doi.org/10.3389/fpubh.2020.00222
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author Moirano, Giovenale
Richiardi, Lorenzo
Novara, Carlo
Maule, Milena
author_facet Moirano, Giovenale
Richiardi, Lorenzo
Novara, Carlo
Maule, Milena
author_sort Moirano, Giovenale
collection PubMed
description Italy was the first European country affected by the Sars-Cov-2 pandemic, with the first autochthonous case identified on Feb 21st. Specific control measures restricting social contacts were introduced by the Italian government starting from the beginning of March. In the current study we analyzed public data from the four most affected Italian regions. We (i) estimated the time-varying reproduction number (R(t)), the average number of secondary cases that each infected individual would infect at time t, to monitor the positive impact of restriction measures; (ii) applied the generalized logistic and the modified Richards models to describe the epidemic pattern and obtain short-term forecasts. We observed a monotonic decrease of R(t) over time in all regions, and the peak of incident cases ~2 weeks after the implementation of the first strict containment measures. Our results show that phenomenological approaches may be useful to monitor the epidemic growth in its initial phases and suggest that costly and disruptive public health controls might have had a positive impact in limiting the Sars-Cov-2 spread in Northern Italy.
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spelling pubmed-72564522020-06-10 Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy Moirano, Giovenale Richiardi, Lorenzo Novara, Carlo Maule, Milena Front Public Health Public Health Italy was the first European country affected by the Sars-Cov-2 pandemic, with the first autochthonous case identified on Feb 21st. Specific control measures restricting social contacts were introduced by the Italian government starting from the beginning of March. In the current study we analyzed public data from the four most affected Italian regions. We (i) estimated the time-varying reproduction number (R(t)), the average number of secondary cases that each infected individual would infect at time t, to monitor the positive impact of restriction measures; (ii) applied the generalized logistic and the modified Richards models to describe the epidemic pattern and obtain short-term forecasts. We observed a monotonic decrease of R(t) over time in all regions, and the peak of incident cases ~2 weeks after the implementation of the first strict containment measures. Our results show that phenomenological approaches may be useful to monitor the epidemic growth in its initial phases and suggest that costly and disruptive public health controls might have had a positive impact in limiting the Sars-Cov-2 spread in Northern Italy. Frontiers Media S.A. 2020-05-22 /pmc/articles/PMC7256452/ /pubmed/32574301 http://dx.doi.org/10.3389/fpubh.2020.00222 Text en Copyright © 2020 Moirano, Richiardi, Novara and Maule. http://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
Moirano, Giovenale
Richiardi, Lorenzo
Novara, Carlo
Maule, Milena
Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy
title Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy
title_full Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy
title_fullStr Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy
title_full_unstemmed Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy
title_short Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy
title_sort approaches to daily monitoring of the sars-cov-2 outbreak in northern italy
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256452/
https://www.ncbi.nlm.nih.gov/pubmed/32574301
http://dx.doi.org/10.3389/fpubh.2020.00222
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