The impact of vaccination to control COVID-19 burden in the United States: A simulation modeling approach

被引:0
|
作者
Alagoz, Oguzhan [1 ,2 ]
Sethi, Ajay K. [2 ]
Patterson, Brian W. [3 ]
Churpek, Matthew [4 ]
Alhanaee, Ghalib [1 ]
Scaria, Elizabeth [1 ]
Safdar, Nasia [5 ,6 ]
机构
[1] Univ Wisconsin, Dept Ind & Syst Engn, Madison, WI 53706 USA
[2] Univ Wisconsin, Dept Populat Hlth Sci, Madison, WI 53706 USA
[3] Univ Wisconsin, Sch Med & Publ Hlth, Berbee Walsh Dept Emergency Med, Madison, WI USA
[4] Univ Wisconsin, Dept Med, Sch Med & Publ Hlth, Pulm & Crit Care Div, Madison, WI USA
[5] Univ Wisconsin, Dept Med, Sch Med & Publ Hlth, Infect Dis Div, Madison, WI USA
[6] William S Middleton Mem Vet Adm Med Ctr, Madison, WI USA
来源
PLOS ONE | 2021年 / 16卷 / 07期
基金
美国国家卫生研究院;
关键词
D O I
10.1371/journal.pone.0254456
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Introduction Vaccination programs aim to control the COVID-19 pandemic. However, the relative impacts of vaccine coverage, effectiveness, and capacity in the context of nonpharmaceutical interventions such as mask use and physical distancing on the spread of SARS-CoV-2 are unclear. Our objective was to examine the impact of vaccination on the control of SARS-CoV-2 using our previously developed agent-based simulation model. Methods We applied our agent-based model to replicate COVID-19-related events in 1) Dane County, Wisconsin; 2) Milwaukee metropolitan area, Wisconsin; 3) New York City (NYC). We evaluated the impact of vaccination considering the proportion of the population vaccinated, probability that a vaccinated individual gains immunity, vaccination capacity, and adherence to nonpharmaceutical interventions. We estimated the timing of pandemic control, defined as the date after which only a small number of new cases occur. Results The timing of pandemic control depends highly on vaccination coverage, effectiveness, and adherence to nonpharmaceutical interventions. In Dane County and Milwaukee, if 50% of the population is vaccinated with a daily vaccination capacity of 0.25% of the population, vaccine effectiveness of 90%, and the adherence to nonpharmaceutical interventions is 60%, controlled spread could be achieved by June 2021 versus October 2021 in Dane County and November 2021 in Milwaukee without vaccine. Discussion In controlling the spread of SARS-CoV-2, the impact of vaccination varies widely depending not only on effectiveness and coverage, but also concurrent adherence to nonpharmaceutical interventions.
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页数:12
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