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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Main Authors: Giovenale Moirano, Lorenzo Richiardi, Carlo Novara, Milena Maule
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Public Health
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpubh.2020.00222/full
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spelling 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
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