Agusto F B, Leite M C A
Department of Ecology & Evolutionary Biology, University of Kansas, Lawrence, KS, United States.
Mathematics and Statistics Unit, University of South Florida at St. Petersburg, FL, United States.
Infect Dis Model. 2019 May 17;4:161-187. doi: 10.1016/j.idm.2019.05.003. eCollection 2019.
This paper presents a deterministic model for , a bacterium that causes meningitis. The model was parameterized using data from the 2017 meningitis outbreak in Nigeria. Optimal control theory was applied to investigate the optimal strategy for curtailing the spread of the disease using control variables determined from sensitivity analysis. These control variables are personal-protection such as the use of facial masks, and vaccination. The results show that the two controls avert more infections at low costs. Furthermore, a reciprocal relationship exists between the use of facial masks and vaccine. That is, when the use of facial masks is high, the use of vaccine is low and . Cost-effective analysis was applied to investigate the most cost-effective strategy from various combination of control strategies. The results show that strategy combining all the control variables is the most cost-effective strategy followed by the strategy involving both personal-protection, the vaccination-only strategy was the least cost-effective. Although vaccination strategy is not cost-effective in this study, it is as effective in curtailing the infection as the other two control strategies. The study suggests that governments of communities with limited resources should consider complementing the use of vaccine with the use of facial mask particularly in hard-to-reach places in their communities.
本文提出了一种针对[细菌名称]的确定性模型,该细菌可引发脑膜炎。该模型使用了来自2017年尼日利亚脑膜炎疫情的数据进行参数化。应用最优控制理论,通过敏感性分析确定控制变量,研究遏制疾病传播的最优策略。这些控制变量包括个人防护措施,如使用口罩,以及疫苗接种。结果表明,这两种控制措施能以低成本避免更多感染。此外,口罩使用和疫苗接种之间存在相互关系。也就是说,当口罩使用率高时,疫苗接种率低,反之亦然。应用成本效益分析从各种控制策略组合中研究最具成本效益的策略。结果表明,结合所有控制变量的策略是最具成本效益的策略,其次是涉及个人防护的策略,仅接种疫苗的策略成本效益最低。尽管在本研究中疫苗接种策略不具有成本效益,但在遏制感染方面与其他两种控制策略同样有效。该研究表明,资源有限社区的政府应考虑在社区难以到达的地方尤其要将口罩使用与疫苗接种相结合。