A Kermack--McKendrick type epidemic model with double threshold phenomenon (and a possible application to Covid-19)
Joan Ponce, Horst R. Thieme

TL;DR
This paper extends the Kermack-McKendrick epidemic model by incorporating a double threshold phenomenon, explaining variability in epidemic severity across similar regions and potentially applying to Covid-19.
Contribution
It introduces a model with infectivity age and resistance thresholds, revealing a double threshold effect and Allee effect in epidemic dynamics, enhancing understanding of outbreak variability.
Findings
Identification of a double threshold phenomenon in epidemic models
Demonstration of an Allee effect influencing epidemic final size
Application potential to Covid-19 epidemic analysis
Abstract
The suggestion by K.L. Cooke (1967) that infected individuals become infective if they are exposed often enough for a natural disease resistance to be overcome is built into a Kermack-McKendrick type epidemic model with infectivity age. Both the case that the resistance may be the same for all hosts and the case that it is distributed among the host population are considered. In addition to the familiar threshold behavior of the final size of the epidemic with respect to a basic reproductive number, an Allee effect is generated with respect to the final cumulative force of infection exerted by the initial infectives. This offers a deterministic explanation of why geographic areas that appear to be epidemiologically similar have epidemic outbreaks of quite different severity.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCOVID-19 epidemiological studies
