Modelling the COVID-19 epidemic and the vaccination campaign in Italy by the SUIHTER model
Keywords
Epidemiological Modeling
Code:
93/2021
Title:
Modelling the COVID-19 epidemic and the vaccination campaign in Italy by the SUIHTER model
Date:
Monday 27th December 2021
Author(s):
Parolini, N.; Dede', L; Ardenghi, G.; Quarteroni, A.
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Abstract:
Several epidemiological models have been proposed to study the evolution of COVID-19 pandemic. In this paper, we propose an extension of the SUIHTER model, first introduced in [Parolini et al, Proc R. Soc. A., 2021] to analyse the COVID-19 spreading in Italy, which accounts for the vaccination campaign and the presence of new variants when they become dominant. In particular, the specific features of the variants (e.g. their increased transmission rate) and vaccines (e.g. their efficacy to prevent transmission, hospitalization and death) are modeled, based on clinical evidence. The new model is validated comparing its near-future forecast capabilities with other epidemiological models and exploring different scenario analyses.