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考虑目标人群优化 COVID-19 疫苗分配。

Optimizing COVID-19 vaccine allocation considering the target population.

机构信息

School of Public Health, Xuzhou Medical University, Xuzhou, China.

Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.

出版信息

Front Public Health. 2023 Jan 6;10:1015133. doi: 10.3389/fpubh.2022.1015133. eCollection 2022.

Abstract

Vaccine allocation strategy for COVID-19 is an emerging and important issue that affects the efficiency and control of virus spread. In order to improve the fairness and efficiency of vaccine distribution, this paper studies the optimization of vaccine distribution under the condition of limited number of vaccines. We pay attention to the target population before distributing vaccines, including attitude toward the vaccination, priority groups for vaccination, and vaccination priority policy. Furthermore, we consider inventory and budget indexes to maximize the precise scheduling of vaccine resources. A mixed-integer programming model is developed for vaccine distribution considering the target population from the viewpoint of fairness and efficiency. Finally, a case study is provided to verify the model and provide insights for vaccine distribution.

摘要

新冠疫苗分配策略是一个新兴且重要的问题,它会影响病毒传播的效率和控制效果。为了提高疫苗分配的公平性和效率,本文研究了在疫苗数量有限的情况下的疫苗分配优化问题。我们关注疫苗分配前的目标人群,包括对疫苗接种的态度、疫苗接种的优先群体和疫苗接种的优先政策。此外,我们考虑库存和预算指标,以最大化疫苗资源的精确调度。从公平性和效率的角度出发,本文考虑目标人群,建立了一个用于疫苗分配的混合整数规划模型。最后,通过一个案例研究验证了模型,并为疫苗分配提供了一些见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e40c/9853449/482c70fc5728/fpubh-10-1015133-g0001.jpg

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