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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2020
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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. |
format | Online Article Text |
id | pubmed-7256452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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