Approaches to daily monitoring of the SARS-CoV-2 outbreak in Northern Italy
Publication date: 02/04/2020 – E&P Code: repo.epiprev.it/706
Authors: Giovenale Moirano1, Lorenzo Richiardi1, Carlo Novara2, Milena Maule1
Abstract. 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 analysed 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 approximately two 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 a positive impact in limiting the Sars-Cov-2 spread in Northern Italy.
Key words: COVID-19, epidemiologia, modelli, salute pubblica,
AVVERTENZA. GLI ARTICOLI PRESENTI NEL REPOSITORY NON SONO SOTTOPOSTI A PEER REVIEW.
Cite as: Giovenale Moirano, Lorenzo Richiardi, Carlo Novara, Milena Maule (2020). Approaches to daily monitoring of the SARS-CoV-2 outbreak in Northern Italy. E&P Repository https://repo.epiprev.it/706
1 Department of Medical Sciences, University of Turin, and CPO Piemonte, AOU Città della Salute e della Scienza, Turin, Italy.
2 Department of Electronics and Telecommunications, Politecnico di Torino, C.so Duca degli Abruzzi 24, 1029 Turin, Italy
Authors’ contributions: Authors’ contributions: All authors conceived the study, carried out the statistical analysis and drafted the final version of the manuscript
Competing interests: none declared
Funding disclosure: Not applicable
Ethics committee approval: The study was based on publicly available aggregate data. No Ethics committee approval was necessary.
Copyright: Il detentore del copyright per questa pre-stampa è l’autore/finanziatore, che ha concesso a “E&P Repository” una licenza per rendere pubblica in forma permanente questo documento.
Update: repo.epiprev.it/871 publication date 4 aprile 2020
References & Citations