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Bounded rationality alters the dynamics of paediatric immunization acceptance
Interactions between disease dynamics and vaccinating behavior have been explored in many coupled behavior-disease models. Cognitive effects such as risk perception, framing, and subjective probabilities of adverse events can be important determinants of the vaccinating behaviour, and represent depa...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4451793/ https://www.ncbi.nlm.nih.gov/pubmed/26035413 http://dx.doi.org/10.1038/srep10724 |
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author | Oraby, Tamer Bauch, Chris T. |
author_facet | Oraby, Tamer Bauch, Chris T. |
author_sort | Oraby, Tamer |
collection | PubMed |
description | Interactions between disease dynamics and vaccinating behavior have been explored in many coupled behavior-disease models. Cognitive effects such as risk perception, framing, and subjective probabilities of adverse events can be important determinants of the vaccinating behaviour, and represent departures from the pure “rational” decision model that are often described as “bounded rationality”. However, the impact of such cognitive effects in the context of paediatric infectious disease vaccines has received relatively little attention. Here, we develop a disease-behavior model that accounts for bounded rationality through prospect theory. We analyze the model and compare its predictions to a reduced model that lacks bounded rationality. We find that, in general, introducing bounded rationality increases the dynamical richness of the model and makes it harder to eliminate a paediatric infectious disease. In contrast, in other cases, a low cost, highly efficacious vaccine can be refused, even when the rational decision model predicts acceptance. Injunctive social norms can prevent vaccine refusal, if vaccine acceptance is sufficiently high in the beginning of the vaccination campaign. Cognitive processes can have major impacts on the predictions of behaviour-disease models, and further study of such processes in the context of vaccination is thus warranted. |
format | Online Article Text |
id | pubmed-4451793 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-44517932015-06-09 Bounded rationality alters the dynamics of paediatric immunization acceptance Oraby, Tamer Bauch, Chris T. Sci Rep Article Interactions between disease dynamics and vaccinating behavior have been explored in many coupled behavior-disease models. Cognitive effects such as risk perception, framing, and subjective probabilities of adverse events can be important determinants of the vaccinating behaviour, and represent departures from the pure “rational” decision model that are often described as “bounded rationality”. However, the impact of such cognitive effects in the context of paediatric infectious disease vaccines has received relatively little attention. Here, we develop a disease-behavior model that accounts for bounded rationality through prospect theory. We analyze the model and compare its predictions to a reduced model that lacks bounded rationality. We find that, in general, introducing bounded rationality increases the dynamical richness of the model and makes it harder to eliminate a paediatric infectious disease. In contrast, in other cases, a low cost, highly efficacious vaccine can be refused, even when the rational decision model predicts acceptance. Injunctive social norms can prevent vaccine refusal, if vaccine acceptance is sufficiently high in the beginning of the vaccination campaign. Cognitive processes can have major impacts on the predictions of behaviour-disease models, and further study of such processes in the context of vaccination is thus warranted. Nature Publishing Group 2015-06-02 /pmc/articles/PMC4451793/ /pubmed/26035413 http://dx.doi.org/10.1038/srep10724 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Oraby, Tamer Bauch, Chris T. Bounded rationality alters the dynamics of paediatric immunization acceptance |
title | Bounded rationality alters the dynamics of paediatric immunization acceptance |
title_full | Bounded rationality alters the dynamics of paediatric immunization acceptance |
title_fullStr | Bounded rationality alters the dynamics of paediatric immunization acceptance |
title_full_unstemmed | Bounded rationality alters the dynamics of paediatric immunization acceptance |
title_short | Bounded rationality alters the dynamics of paediatric immunization acceptance |
title_sort | bounded rationality alters the dynamics of paediatric immunization acceptance |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4451793/ https://www.ncbi.nlm.nih.gov/pubmed/26035413 http://dx.doi.org/10.1038/srep10724 |
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