Articles producció científica> Enginyeria Informàtica i Matemàtiques

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

  • Dades identificatives

    Identificador: imarina:9226185
    Handle: https://hdl.handle.net/20.500.11797/imarina9226185
    Autors:
    Burgio, GiulioSteinegger, BenjaminRapisardi, GiacomoArenas, Alex
    Resum:
    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.

  • Altres:

    Autor segons l'article: Burgio, Giulio; Steinegger, Benjamin; Rapisardi, Giacomo; Arenas, Alex
    Departament: Enginyeria Informàtica i Matemàtiques
    Autor/s de la URV: Arenas Moreno, Alejandro / Burgio, Giulio / Rapisardi, Giacomo / Steinegger, Benjamin Franz Josef
    Codi de projecte: Grant agreement No. 945413
    Paraules clau: Spread Prevent Network Infectious-diseases Contact Behavior
    Resum: 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.
    Àrees temàtiques: Physics, multidisciplinary Physics and astronomy (miscellaneous) Physics and astronomy (all)
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    Adreça de correu electrònic de l'autor: benjamin.steinegger@estudiants.urv.cat alexandre.arenas@urv.cat
    Identificador de l'autor: 0000-0002-0723-1536 0000-0003-0937-0334
    Data d'alta del registre: 2024-09-28
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    Programa de finançament: Marie Sklodowska-Curie Actions - European Union's Horizon 2020 research and innovation programme
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referència a l'article segons font original: Physical Review Research. 3 (3): 033128-
    Referència 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
    Acrònim: MFP-Plus
    Entitat: Universitat Rovira i Virgili
    Any de publicació de la revista: 2021
    Acció del programa de finançament: Martí i Franquès COFUND Doctoral Programme
    Tipus de publicació: Journal Publications

  • Paraules clau:

    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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