发表状态 | 已发表Published |
题名 | Modeling vaccination decision making process in a finite population |
作者 | |
发表日期 | 2019-05-01 |
发表期刊 | Mathematical Biosciences
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ISSN/eISSN | 0025-5564 |
卷号 | 311页码:82-90 |
摘要 | Vaccination is considered as one of the most crucial methods in controlling the spread of infectious diseases. However, it is difficult to predict the expected vaccine coverage level because it depends on human behaviors. We consider deterministic and stochastic models to simulate how individuals choose strategies in the scenario of vaccination. In an infinite population, a system of replicator equations is formulated and the expected level is calculated. Decision making processes in both an unstructured finite population and a structured finite population are discussed. Expected vaccine coverage levels are calculated and analyzed. In a structured finite population, passive decision making process and initiative decision making process are defined. It is also analytically and numerically proved that the passive decision making process can predict a higher vaccine coverage level than the process of initiative decision making. |
关键词 | Decision making process Deterministic models Evolutionary game theory Moran process Pairwise approximation Stochastic models |
DOI | 10.1016/j.mbs.2018.09.003 |
URL | 查看来源 |
收录类别 | SCIE |
语种 | 英语English |
WOS研究方向 | Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology |
WOS类目 | Biology ; Mathematical & Computational Biology |
WOS记录号 | WOS:000466821300008 |
Scopus入藏号 | 2-s2.0-85062899309 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/9003 |
专题 | 个人在本单位外知识产出 |
作者单位 | Department of Mathematics and Statistics,Texas Tech University,Lubbock,79409-1042,United States |
推荐引用方式 GB/T 7714 | Bai, Fan. Modeling vaccination decision making process in a finite population[J]. Mathematical Biosciences, 2019, 311: 82-90. |
APA | Bai, Fan. (2019). Modeling vaccination decision making process in a finite population. Mathematical Biosciences, 311, 82-90. |
MLA | Bai, Fan."Modeling vaccination decision making process in a finite population". Mathematical Biosciences 311(2019): 82-90. |
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