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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doaj-4f6866e137534cce99e55651071bdd932020-11-25T03:48:15ZengFrontiers Media S.A.Frontiers in Public Health2296-25652020-05-01810.3389/fpubh.2020.00222547209Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern ItalyGiovenale Moirano0Lorenzo Richiardi1Carlo Novara2Milena Maule3Department of Medical Sciences, University of Turin, and CPO Piemonte, AOU Città della Salute e della Scienza, Turin, ItalyDepartment of Medical Sciences, University of Turin, and CPO Piemonte, AOU Città della Salute e della Scienza, Turin, ItalyDepartment of Electronics and Telecommunications, Politecnico di Torino, Turin, ItalyDepartment of Medical Sciences, University of Turin, and CPO Piemonte, AOU Città della Salute e della Scienza, Turin, ItalyItaly 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 (Rt), 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 Rt 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.https://www.frontiersin.org/article/10.3389/fpubh.2020.00222/fullepidemiologyCOVID-19public healthinfectious diseaseoutbreak analyses |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Giovenale Moirano Lorenzo Richiardi Carlo Novara Milena Maule |
spellingShingle |
Giovenale Moirano Lorenzo Richiardi Carlo Novara Milena Maule Approaches to Daily Monitoring of the SARS-CoV-2 Outbreak in Northern Italy Frontiers in Public Health epidemiology COVID-19 public health infectious disease outbreak analyses |
author_facet |
Giovenale Moirano Lorenzo Richiardi Carlo Novara Milena Maule |
author_sort |
Giovenale Moirano |
title |
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_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_sort |
approaches to daily monitoring of the sars-cov-2 outbreak in northern italy |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Public Health |
issn |
2296-2565 |
publishDate |
2020-05-01 |
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 (Rt), 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 Rt 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. |
topic |
epidemiology COVID-19 public health infectious disease outbreak analyses |
url |
https://www.frontiersin.org/article/10.3389/fpubh.2020.00222/full |
work_keys_str_mv |
AT giovenalemoirano approachestodailymonitoringofthesarscov2outbreakinnorthernitaly AT lorenzorichiardi approachestodailymonitoringofthesarscov2outbreakinnorthernitaly AT carlonovara approachestodailymonitoringofthesarscov2outbreakinnorthernitaly AT milenamaule approachestodailymonitoringofthesarscov2outbreakinnorthernitaly |
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