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Effects of City-Size Heterogeneity on Epidemic Spreading in a Metapopulation: A Reaction-Diffusion Approach
Norwegian University of Science and Technology (NTNU), Department of Physics, Trondheim, Norway.
Umeå University, Faculty of Science and Technology, Department of Physics. (Icelab)
Norwegian University of Science and Technology (NTNU), Department of Physics, Trondheim, Norway.
2013 (English)In: Journal of statistical physics, ISSN 0022-4715, E-ISSN 1572-9613, Vol. 151, no 1-2, 367-382 p.Article in journal (Refereed) Published
Abstract [en]

We review and introduce a generalized reaction-diffusion approach to epidemic spreading in a metapopulation modeled as a complex network. The metapopulation consists of susceptible and infected individuals that are grouped in subpopulations symbolizing cities and villages that are coupled by human travel in a transportation network. By analytic methods and numerical simulations we calculate the fraction of infected people in the metapopulation in the long time limit, as well as the relevant parameters characterizing the epidemic threshold that separates an epidemic from a non-epidemic phase. Within this model, we investigate the effect of a heterogeneous network topology and a heterogeneous subpopulation size distribution. Such a system is suited for epidemic modeling where small villages and big cities exist simultaneously in the metapopulation. We find that the heterogeneous conditions cause the epidemic threshold to be a non-trivial function of the reaction rates (local parameters), the network's topology (global parameters) and the cross-over population size that separates "village dynamics" from "city dynamics".

Place, publisher, year, edition, pages
New York: Springer, 2013. Vol. 151, no 1-2, 367-382 p.
Keyword [en]
Epidemic spreading, Diffusion, Complex networks, Heterogeneous dynamics
National Category
Other Physics Topics
Research subject
Theoretical Physics
URN: urn:nbn:se:umu:diva-70144DOI: 10.1007/s10955-013-0690-3ISI: 000316891200022OAI: diva2:620599
Available from: 2013-05-08 Created: 2013-05-06 Last updated: 2013-05-08Bibliographically approved

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Lizana, Ludvig
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