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The approximately universal shapes of epidemic curves in the Susceptible-Exposed-Infectious-Recovered (SEIR) model

Kevin Heng, Christian L. Althaus

2020Scientific Reports41 citationsDOIOpen Access PDF

Abstract

Compartmental transmission models have become an invaluable tool to study the dynamics of infectious diseases. The Susceptible-Infectious-Recovered (SIR) model is known to have an exact semi-analytical solution. In the current study, the approach of Harko et al. (Appl. Math. Comput. 236:184-194, 2014) is generalised to obtain an approximate semi-analytical solution of the Susceptible-Exposed-Infectious-Recovered (SEIR) model. The SEIR model curves have nearly the same shapes as the SIR ones, but with a stretch factor applied to them across time that is related to the ratio of the incubation to infectious periods. This finding implies an approximate characteristic timescale, scaled by this stretch factor, that is universal to all SEIR models, which only depends on the basic reproduction number and initial fraction of the population that is infectious.

Topics & Concepts

Basic reproduction numberApplied mathematicsFraction (chemistry)PopulationMathematicsEpidemic modelTransmission (telecommunications)Dynamics (music)Statistical physicsStatisticsComputer scienceGeneration timeDisease transmissionSimple (philosophy)Mathematical modelMathematical optimizationPopulation modelInfectious disease (medical specialty)Range (aeronautics)COVID-19 epidemiological studiesMathematical and Theoretical Epidemiology and Ecology ModelsZoonotic diseases and public health