IDEAS home Printed from https://ideas.repec.org/a/wsi/ijmpcx/v34y2023i10ns0129183123501322.html
   My bibliography  Save this article

Agent-based model for COVID-19: The impact of social distancing and vaccination strategies

Author

Listed:
  • Bruno S. de Andrade

    (Departamento de Física, Instituto de Ciências Exatas - ICEx, Universidade Federal Fluminense, Rua Des. Ellis Hermydio Figueira, 783, 27.213-145, Volta Redonda, Rio de Janeiro, Brazil)

  • Aquino L. Espíndola

    (Departamento de Física, Instituto de Ciências Exatas - ICEx, Universidade Federal Fluminense, Rua Des. Ellis Hermydio Figueira, 783, 27.213-145, Volta Redonda, Rio de Janeiro, Brazil)

  • Aydamari Faria Junior

    (Departamento de Psicologia, Instituto de Ciências Humanas e Sociais - ICHS, Universidade Federal Fluminense, Rua Des. Ellis Hermydio Figueira, 783, 27.213-145, Volta Redonda, Rio de Janeiro, Brazil)

  • Thadeu J. P. Penna

    (Departamento de Física, Instituto de Ciências Exatas - ICEx, Universidade Federal Fluminense, Rua Des. Ellis Hermydio Figueira, 783, 27.213-145, Volta Redonda, Rio de Janeiro, Brazil)

Abstract

In this work, we study the transmission of the new coronavirus, SARS-CoV-2, which causes COVID-19. Our main aim is to analyze the disease prevalence when vaccination and social distancing strategies are used. Simulations are implemented using an agent-based model (ABM) adapted from a Susceptible-Exposed-Infectious-Recovered (SEIR) type compartmental model. Several scenarios are simulated using the most common vaccines available in Brazil. On each scenario, different fractions of the population are affected by vaccination and social distancing measures. Results show the importance to start public health interventions to reduce the size of the epidemic. Besides, simulations show that vaccination only is not capable to control the disease spread.

Suggested Citation

  • Bruno S. de Andrade & Aquino L. Espíndola & Aydamari Faria Junior & Thadeu J. P. Penna, 2023. "Agent-based model for COVID-19: The impact of social distancing and vaccination strategies," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 34(10), pages 1-28, October.
    • Handle: RePEc:wsi:ijmpcx:v:34:y:2023:i:10:n:s0129183123501322
    DOI: 10.1142/S0129183123501322
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0129183123501322
    Download Restriction: Access to full text is restricted to subscribers
    File URL: https://libkey.io/10.1142/S0129183123501322?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:ijmpcx:v:34:y:2023:i:10:n:s0129183123501322. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/ijmpc/ijmpc.shtml .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.