Literature DB >> 33661929

A study on the effects of containment policies and vaccination on the spread of SARS-CoV-2.

Vahid S Bokharaie1.   

Abstract

This paper presents a method to predict the spread of the SARS-CoV-2 in a population with a known age-structure, and then, to quantify the effects of various containment policies, including those policies that affect each age-group differently. The model itself is a compartmental model in which each compartment is divided into a number of age-groups. The parameters of the model are estimated using an optimisation scheme and some known results from the theory of monotone systems such that the model output agrees with some collected data on the spread of SARS-CoV-2. To highlight the strengths of this framework, a few case studies are presented in which different populations are subjected to different containment strategies. They include cases in which the containment policies switch between scenarios with different levels of severity. Then a case study on herd immunity due to vaccination is presented. And then it is shown how we can use this framework to optimally distribute a limited number of vaccine units in a given population to maximise their impact and reduce the total number of infectious individuals.

Entities:  

Year:  2021        PMID: 33661929     DOI: 10.1371/journal.pone.0247439

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  4 in total

1.  Mathematical modelling of vaccination rollout and NPIs lifting on COVID-19 transmission with VOC: a case study in Toronto, Canada.

Authors:  Elena Aruffo; Pei Yuan; Yi Tan; Evgenia Gatov; Iain Moyles; Jacques Bélair; James Watmough; Sarah Collier; Julien Arino; Huaiping Zhu
Journal:  BMC Public Health       Date:  2022-07-15       Impact factor: 4.135

2.  Optimization in the Context of COVID-19 Prediction and Control: A Literature Review.

Authors:  Elizabeth Jordan; Delia E Shin; Surbhi Leekha; Shapour Azarm
Journal:  IEEE Access       Date:  2021-09-17       Impact factor: 3.476

3.  COVID-19 vaccination policies under uncertain transmission characteristics using stochastic programming.

Authors:  Krishna Reddy Gujjula; Jiangyue Gong; Brittany Segundo; Lewis Ntaimo
Journal:  PLoS One       Date:  2022-07-22       Impact factor: 3.752

4.  Preventing COVID-19 in assisted living facilities: An impossible task pending vaccination roll out.

Authors:  Mario Tagliabue; Anna Lisa Ridolfo; Paolo Pina; Giuseppe Rizzolo; Sonia Belbusti; Spinello Antinori; Martina Beltrami; Dario Cattaneo; Cristina Gervasoni
Journal:  Prev Med Rep       Date:  2021-06-26
  4 in total

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