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The Impact of Imitation on Vaccination Behavior in Social Contact Networks

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dc.contributor.author Ndeffo Mbah, Martial L.
dc.contributor.author Liu, Jingzhou
dc.contributor.author Bauch, Chris T.
dc.contributor.author Tekel, Yonas I.
dc.contributor.author Medlock, Jan
dc.contributor.author Meyers, Lauren Ancel
dc.contributor.author Galvani, Alison P.
dc.date.accessioned 2018-09-05T18:35:56Z
dc.date.available 2018-09-05T18:35:56Z
dc.date.copyright 2012
dc.date.issued 2012-04-12
dc.identifier.uri http://hdl.handle.net/10214/14235
dc.description.abstract Previous game-theoretic studies of vaccination behavior typically have often assumed that populations are homogeneously mixed and that individuals are fully rational. In reality, there is heterogeneity in the number of contacts per individual, and individuals tend to imitate others who appear to have adopted successful strategies. Here, we use network-based mathematical models to study the effects of both imitation behavior and contact heterogeneity on vaccination coverage and disease dynamics. We integrate contact network epidemiological models with a framework for decision-making, within which individuals make their decisions either based purely on payoff maximization or by imitating the vaccination behavior of a social contact. Simulations suggest that when the cost of vaccination is high imitation behavior may decrease vaccination coverage. However, when the cost of vaccination is small relative to that of infection, imitation behavior increases vaccination coverage, but, surprisingly, also increases the magnitude of epidemics through the clustering of non-vaccinators within the network. Thus, imitation behavior may impede the eradication of infectious diseases. Calculations that ignore behavioral clustering caused by imitation may significantly underestimate the levels of vaccination coverage required to attain herd immunity. en_US
dc.language.iso en
dc.publisher Public Library of Science en_US
dc.rights Attribution
dc.rights.uri https://creativecommons.org/licenses/by/4.0/
dc.subject network-based mathematical models en_US
dc.subject infectious disease en_US
dc.subject behavioral traits en_US
dc.subject social contacts en_US
dc.subject vaccination en_US
dc.title The Impact of Imitation on Vaccination Behavior in Social Contact Networks en_US
dc.type Article
dc.rights.holder Copyright 2012 Ndeffo Mbah et al.
dc.rights.license All items in the Atrium are protected by copyright with all rights reserved unless otherwise indicated.
dcterms.relation Ndeffo Mbah, M. L., Liu, J., Bauch, C. T., Tekel, Y. I., Medlock, J., Meyers, L. A., et al. (2012) The Impact of Imitation on Vaccination Behavior in Social Contact Networks. PLoS Computational Biology 8(4): e1002469. https://doi.org/10.1371/journal.pcbi.1002469


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