Article
Adaptation of the COVASIM model to incorporate non-pharmaceutical interventions: Application to the Dominican Republic during the second wave of COVID-19
Authors
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Abstract
We adapt the Covasim agent-based model for predicting new COVID-19 cases by tuning the transmissibility rate with information on the impact of the most common non-pharmaceutical interventions (NPIs) obtained through machine learning models. Such impact has been estimated thanks to the information on applying pools of NPIs worldwide from the Oxford COVID-19 Government Response Tracker.
This approach permits the simulation of a whole country or a smaller region, providing information about asymptomatic, recovery, severe, and critical new cases and enabling governments and authorities to set NPIs plans to cope with the pandemic.
Keywords
COVID-19, agent based modeling, non-pharmaceutical interventions, Primary: 92D30, Secondary: 00A72, 37M05
Citation
Solares-Hernández, P. A., Garibo-i-Orts, Ò., Alberto Conejero, J., & Manzano, F. A. (2023). Adaptation of the COVASIM model to incorporate non-pharmaceutical interventions: Application to the dominican republic during the second wave of COVID-19. Applied Mathematics and Nonlinear Sciences, 8(1), 2319–2332. https://doi.org/10.2478/amns.2023.1.00413
P. A. Solares-Hernández, Ò. Garibo-i-Orts, J. Alberto Conejero and F. A. Manzano, “Adaptation of the COVASIM model to incorporate non-pharmaceutical interventions: Application to the dominican republic during the second wave of COVID-19,” Applied Mathematics and Nonlinear Sciences, vol. 8, no. 1, pp. 2319–2332, 2023, doi: 10.2478/amns.2023.1.00413.
Solares-Hernández PA, Garibo-i-Orts Ò, Alberto Conejero J, Manzano FA. Adaptation of the COVASIM model to incorporate non-pharmaceutical interventions: Application to the dominican republic during the second wave of COVID-19. Applied Mathematics and Nonlinear Sciences. 2023;8(1):2319–2332. doi:10.2478/amns.2023.1.00413.
Solares-Hernández, P. A., Garibo-i-Orts, Ò., Alberto Conejero, J. and Manzano, F. A. (2023), ‘Adaptation of the COVASIM model to incorporate non-pharmaceutical interventions: Application to the dominican republic during the second wave of COVID-19’, Applied Mathematics and Nonlinear Sciences, 8(1), pp. 2319–2332. Available at: https://doi.org/10.2478/amns.2023.1.00413.
Solares-Hernández, Pedro A., et al. “Adaptation of the COVASIM Model to Incorporate Non-pharmaceutical Interventions: Application to the Dominican Republic During the Second Wave of COVID-19.” Applied Mathematics and Nonlinear Sciences, vol. 8, no. 1, 2023, pp. 2319–2332. https://doi.org/10.2478/amns.2023.1.00413.
Solares-Hernández, Pedro A., Òscar Garibo-i-Orts, J. Alberto Conejero, and Fernando A. Manzano. “Adaptation of the COVASIM Model to Incorporate Non-pharmaceutical Interventions: Application to the Dominican Republic During the Second Wave of COVID-19.” Applied Mathematics and Nonlinear Sciences 8, no. 1 (2023): 2319–2332. https://doi.org/10.2478/amns.2023.1.00413.
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Published by: Engineering Journals
