Status | 已发表Published |
Title | Modeling vaccination decision making process in a finite population |
Creator | |
Date Issued | 2019-05-01 |
Source Publication | Mathematical Biosciences
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ISSN | 0025-5564 |
Volume | 311Pages:82-90 |
Abstract | 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. |
Keyword | Decision making process Deterministic models Evolutionary game theory Moran process Pairwise approximation Stochastic models |
DOI | 10.1016/j.mbs.2018.09.003 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology |
WOS Subject | Biology ; Mathematical & Computational Biology |
WOS ID | WOS:000466821300008 |
Scopus ID | 2-s2.0-85062899309 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/9003 |
Collection | Research outside affiliated institution |
Affiliation | Department of Mathematics and Statistics,Texas Tech University,Lubbock,79409-1042,United States |
Recommended Citation 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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