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A note on metapopulation models

Research output: Contribution to journalArticlepeer-review

Abstract

Metapopulation models are commonly used in ecology, evolution, and epidemiology. These models usually entail homogeneity assumptions within patches and study networks of migration between patches to generate insights into conservation of species, differentiation of populations, and persistence of infectious diseases. Here, focusing on infectious disease epidemiology, we take a complementary approach and study the effects of individual variation within patches while neglecting any form of disease transmission between patches. Consistently with previous work on single populations, we show how metapopulation models that neglect in-patch heterogeneity also underestimate basic reproduction numbers (R ) and the effort required to control or eliminate infectious diseases by uniform interventions. We then go beyond this confirmatory result and introduce a scheme to infer distributions of individual susceptibility or exposure to infection based on suitable stratifications of a population into patches. We apply the resulting metapopulation models to a simple case study of the COVID-19 pandemic. [Abstract copyright: Copyright © 2025. Published by Elsevier Ltd.]
Original languageEnglish
Article number112213
JournalJournal of Theoretical Biology
Volume613
Early online date14 Jul 2025
DOIs
Publication statusPublished - 7 Oct 2025

Funding

This work is partially funded by FCT - Fundação para a Ciência e a Tecnologia, I.P., under the scope of the projects UIDB/00297/2020 (https://doi.org/10.54499/UIDB/00297/2020) (Center for Mathematics and Applications).

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • epidemic models
  • individual variation
  • metapopulation models

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  • A note on metapopulation models

    Ayabina, D., Sevil, H., Kleczkowski, A. & Gomes, M. G. M., 4 Jun 2025, Ithaca, NY, 23 p.

    Research output: Working paper/Preprint/Pre-registrationWorking Paper/Preprint

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