Articles producció científicaEnginyeria Informàtica i Matemàtiques

The spread of the Delta variant in Catalonia during summer 2021: Modelling and interpretation

  • Dades identificatives

    Identificador:  imarina:9453500
    Autors:  Steinegger, B; Burgio, G; Castioni, P; Granell, C; Arenas, A
    Resum:
    Background: The emergence of highly transmissible SARS-CoV-2 variants has posed significant challenges to public health efforts worldwide. During the summer of 2021, the Delta variant (B.1.617.2) rapidly displaced the Alpha variant (B.1.1.7) in Catalonia, Spain, leading to a resurgence in infections despite ongoing vaccination campaigns. Understanding the epidemiological drivers of this outbreak is critical for refining future mitigation strategies. Methods: We employed a Bayesian age-stratified epidemiological model, incorporating vaccination status and variant-specific transmission dynamics, to analyze the outbreak in Catalonia. The model was calibrated using daily reported cases, hospitalizations, sequencing data, and vaccination coverage across age groups. We inferred contact patterns dynamically to assess their role in the epidemic resurgence and estimated the transmission advantage of the Delta variant over Alpha. Results: Our analysis revealed that increased social interactions among younger, less vaccinated populations significantly contributed to the surge in infections. The long weekend of Sant Joan (June 23-24) coincided with a peak in contact rates, driving a rise in the reproduction number, particularly among individuals aged 20-29. We estimated that the Delta variant had a 40-60. Conclusions: Our findings underscore the critical role of vaccination coverage in mitigating the impact of emerging variants. The combination of increased social interactions and uneven vaccine distribution exacerbated the Delta-driven resurgence. NPIs alone proved insufficient in controlling transmission, highlighting the necessity of targeted vaccination strategies to achieve robust epidemic control. This study provides a framework for assessing future variant-specific threats and informing tailored public health interventions. (c) 2025 The Author(s). Published by Elsevier Ltd on behalf of King Saud Bin Abdulaziz University for Health Sciences. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
  • Altres:

    Enllaç font original: https://www.sciencedirect.com/science/article/pii/S1876034125001200?via%3Dihub
    Referència de l'ítem segons les normes APA: Steinegger, B; Burgio, G; Castioni, P; Granell, C; Arenas, A (2025). The spread of the Delta variant in Catalonia during summer 2021: Modelling and interpretation. Journal Of Infection And Public Health, 18(7), 102771-. DOI: 10.1016/j.jiph.2025.102771
    Referència a l'article segons font original: Journal Of Infection And Public Health. 18 (7): 102771-
    DOI de l'article: 10.1016/j.jiph.2025.102771
    Any de publicació de la revista: 2025-07-01
    Entitat: Universitat Rovira i Virgili
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    Data d'alta del registre: 2026-02-13
    Autor/s de la URV: Arenas Moreno, Alejandro / Burgio, Giulio / Steinegger, Benjamin Franz Josef
    Departament: Enginyeria Informàtica i Matemàtiques
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    Tipus de publicació: Journal Publications
    Autor segons l'article: Steinegger, B; Burgio, G; Castioni, P; Granell, C; Arenas, A
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    Àrees temàtiques: Saúde coletiva, Public, environmental & occupational health, Public health, environmental and occupational health, Odontología, Medicine (miscellaneous), Medicina ii, Medicina i, Infectious diseases, General medicine, Enfermagem, Educação física, Ciências biológicas iii, Ciências biológicas i, Biodiversidade
    Adreça de correu electrònic de l'autor: benjamin.steinegger@estudiants.urv.cat, alexandre.arenas@urv.cat
  • Paraules clau:

    Transmission
    Outbrea
    Infectious disease modelling
    Infectious disease modellin
    Human behavior
    Epidemic drivers
    Dynamics
    Delta variant
    Covid-19
    Infectious Diseases
    Medicine (Miscellaneous)
    Public Health
    Environmental and Occupational Health
    Public
    Environmental & Occupational Health
    Saúde coletiva
    Odontología
    Medicina ii
    Medicina i
    General medicine
    Enfermagem
    Educação física
    Ciências biológicas iii
    Ciências biológicas i
    Biodiversidade
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