Articles producció científica> Enginyeria Informàtica i Matemàtiques

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

  • Identification data

    Identifier: imarina:9226185
    Handle: https://hdl.handle.net/20.500.11797/imarina9226185
    Authors:
    Burgio, GiulioSteinegger, BenjaminRapisardi, GiacomoArenas, Alex
    Abstract:
    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.

  • Others:

    Author, as appears in the article.: Burgio, Giulio; Steinegger, Benjamin; Rapisardi, Giacomo; Arenas, Alex
    Department: Enginyeria Informàtica i Matemàtiques
    URV's Author/s: Arenas Moreno, Alejandro / Burgio, Giulio / Rapisardi, Giacomo / Steinegger, Benjamin Franz Josef
    Project code: Grant agreement No. 945413
    Keywords: Spread Prevent Network Infectious-diseases Contact Behavior
    Abstract: 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.
    Thematic Areas: Physics, multidisciplinary Physics and astronomy (miscellaneous) Physics and astronomy (all)
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Author's mail: benjamin.steinegger@estudiants.urv.cat alexandre.arenas@urv.cat
    Author identifier: 0000-0002-0723-1536 0000-0003-0937-0334
    Record's date: 2024-09-28
    Papper version: info:eu-repo/semantics/publishedVersion
    Link to the original source: https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.3.033128
    Funding program: Marie Sklodowska-Curie Actions - European Union's Horizon 2020 research and innovation programme
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Papper original source: Physical Review Research. 3 (3): 033128-
    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
    Acronym: MFP-Plus
    Article's DOI: 10.1103/PhysRevResearch.3.033128
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2021
    Funding program action: Martí i Franquès COFUND Doctoral Programme
    Publication Type: Journal Publications

  • Keywords:

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

  • Documents:

    DocumentPrincipal

  • Cerca a google

    Search to google scholar