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Solvable delay model for epidemic spreading: the case of Covid-19 in Italy

Luca Dell’Anna

2020Scientific Reports47 citationsDOIOpen Access PDF

Abstract

We study a simple realistic model for describing the diffusion of an infectious disease on a population of individuals. The dynamics is governed by a single functional delay differential equation, which, in the case of a large population, can be solved exactly, even in the presence of a time-dependent infection rate. This delay model has a higher degree of accuracy than that of the so-called SIR model, commonly used in epidemiology, which, instead, is formulated in terms of ordinary differential equations. We apply this model to describe the outbreak of the new infectious disease, Covid-19, in Italy, taking into account the containment measures implemented by the government in order to mitigate the spreading of the virus and the social costs for the population.

Topics & Concepts

Ordinary differential equationOutbreakEpidemic modelPopulationComputer scienceInfectious disease (medical specialty)Delay differential equationOrder (exchange)Simple (philosophy)Differential equationDifferential (mechanical device)Dynamics (music)EconometricsMathematicsCoronavirus disease 2019 (COVID-19)Mathematical modelling of infectious diseaseBasic reproduction numberGovernment (linguistics)System dynamicsApplied mathematicsDiseaseMathematical modelCOVID-19 epidemiological studiesMathematical and Theoretical Epidemiology and Ecology ModelsOpinion Dynamics and Social Influence