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Status已发表Published
TitleModeling vaccination decision making process in a finite population
Creator
Date Issued2019-05-01
Source PublicationMathematical Biosciences
ISSN0025-5564
Volume311Pages: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.

KeywordDecision making process Deterministic models Evolutionary game theory Moran process Pairwise approximation Stochastic models
DOI10.1016/j.mbs.2018.09.003
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaLife Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology
WOS SubjectBiology ; Mathematical & Computational Biology
WOS IDWOS:000466821300008
Scopus ID2-s2.0-85062899309
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/9003
CollectionResearch 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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