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Homophily in the adoption of digital proximity tracing apps shapes the evolution of epidemics

  • Datos identificativos

    Identificador: imarina:9226185
    Handle: https://hdl.handle.net/20.500.11797/imarina9226185
    Autores:
    Burgio, GiulioSteinegger, BenjaminRapisardi, GiacomoArenas, Alex
    Resumen:
    We study how homophily of human physical interactions affects the impact of digital proximity tracing on the epidemic evolution. Analytical and numerical results show the existence of different dynamical regimes with respect to the mixing rate between adopters and nonadopters, revealing a rich phenomenology in terms of the reproduction number as well as the attack rate. We corroborate our findings with Monte Carlo simulations on different real contact networks. Our results indicate that depending on infectivity and adoption, mixing between adopters can be beneficial as well as detrimental for disease control.

  • Otros:

    Autor según el artículo: Burgio, Giulio; Steinegger, Benjamin; Rapisardi, Giacomo; Arenas, Alex
    Departamento: Enginyeria Informàtica i Matemàtiques
    Autor/es de la URV: Arenas Moreno, Alejandro / Burgio, Giulio / Rapisardi, Giacomo / Steinegger, Benjamin Franz Josef
    Código de proyecto: Grant agreement No. 945413
    Palabras clave: Spread Prevent Network Infectious-diseases Contact Behavior
    Resumen: We study how homophily of human physical interactions affects the impact of digital proximity tracing on the epidemic evolution. Analytical and numerical results show the existence of different dynamical regimes with respect to the mixing rate between adopters and nonadopters, revealing a rich phenomenology in terms of the reproduction number as well as the attack rate. We corroborate our findings with Monte Carlo simulations on different real contact networks. Our results indicate that depending on infectivity and adoption, mixing between adopters can be beneficial as well as detrimental for disease control.
    Áreas temáticas: Physics, multidisciplinary Physics and astronomy (miscellaneous) Physics and astronomy (all)
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    Direcció de correo del autor: benjamin.steinegger@estudiants.urv.cat alexandre.arenas@urv.cat
    Identificador del autor: 0000-0002-0723-1536 0000-0003-0937-0334
    Fecha de alta del registro: 2024-09-28
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Programa de financiación: Marie Sklodowska-Curie Actions - European Union's Horizon 2020 research and innovation programme
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referencia al articulo segun fuente origial: Physical Review Research. 3 (3): 033128-
    Referencia de l'ítem segons les normes APA: Burgio, Giulio; Steinegger, Benjamin; Rapisardi, Giacomo; Arenas, Alex (2021). Homophily in the adoption of digital proximity tracing apps shapes the evolution of epidemics. Physical Review Research, 3(3), 033128-. DOI: 10.1103/PhysRevResearch.3.033128
    Acrónimo: MFP-Plus
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2021
    Acción del progama de financiación: Martí i Franquès COFUND Doctoral Programme
    Tipo de publicación: Journal Publications

  • Palabras clave:

    Physics and Astronomy (Miscellaneous),Physics, Multidisciplinary
    Spread
    Prevent
    Network
    Infectious-diseases
    Contact
    Behavior
    Physics, multidisciplinary
    Physics and astronomy (miscellaneous)
    Physics and astronomy (all)

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