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Adoption costs of new vaccines - A Stackelberg dynamic game with risk-perception transition states
Vaccination has become an integral part of public health, since an increase in overall vaccination in a given population contributes to a decline in infectious diseases and mortality. Vaccination also contributes to a lower rate of infection even for nonvaccinators due to herd immunity ((Brisson and...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
KeAi Publishing
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6326261/ https://www.ncbi.nlm.nih.gov/pubmed/30839947 http://dx.doi.org/10.1016/j.idm.2018.09.002 |
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author | Cojocaru, M.-G. Athar, S. Thommes, E.W. |
author_facet | Cojocaru, M.-G. Athar, S. Thommes, E.W. |
author_sort | Cojocaru, M.-G. |
collection | PubMed |
description | Vaccination has become an integral part of public health, since an increase in overall vaccination in a given population contributes to a decline in infectious diseases and mortality. Vaccination also contributes to a lower rate of infection even for nonvaccinators due to herd immunity ((Brisson and Edmunds, 2002)). In this work we model human decision-making (with respect to a vaccination program in a single-payer health care provider country) using a leader-follower game framework. We then extend our model to a discrete dynamic game, where time passing is modelled by risk perception changes among population groups considering whether or not to vaccinate. The risk perception changes are encapsulated by probability transition matrices. We assume that the single-payer provider has a given fixed budget which would not be sufficient to cover 100% of a new vaccine for the entire population. To increase the potential coverage, we propose the introduction of a partial vaccine adoption policy, whereby an individual would pay a portion of the vaccine price and the single payer would support the rest for the entire population. We show how this policy, together with changes in risk perceptions regarding vaccination, impact the strategic decisions of individuals in each group, the policy cost under budgetary constraints and, ultimately, how it impacts the overall uptake of the vaccine in the entire population. |
format | Online Article Text |
id | pubmed-6326261 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | KeAi Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-63262612019-01-18 Adoption costs of new vaccines - A Stackelberg dynamic game with risk-perception transition states Cojocaru, M.-G. Athar, S. Thommes, E.W. Infect Dis Model Original Research Article Vaccination has become an integral part of public health, since an increase in overall vaccination in a given population contributes to a decline in infectious diseases and mortality. Vaccination also contributes to a lower rate of infection even for nonvaccinators due to herd immunity ((Brisson and Edmunds, 2002)). In this work we model human decision-making (with respect to a vaccination program in a single-payer health care provider country) using a leader-follower game framework. We then extend our model to a discrete dynamic game, where time passing is modelled by risk perception changes among population groups considering whether or not to vaccinate. The risk perception changes are encapsulated by probability transition matrices. We assume that the single-payer provider has a given fixed budget which would not be sufficient to cover 100% of a new vaccine for the entire population. To increase the potential coverage, we propose the introduction of a partial vaccine adoption policy, whereby an individual would pay a portion of the vaccine price and the single payer would support the rest for the entire population. We show how this policy, together with changes in risk perceptions regarding vaccination, impact the strategic decisions of individuals in each group, the policy cost under budgetary constraints and, ultimately, how it impacts the overall uptake of the vaccine in the entire population. KeAi Publishing 2018-09-25 /pmc/articles/PMC6326261/ /pubmed/30839947 http://dx.doi.org/10.1016/j.idm.2018.09.002 Text en © 2018 The Authors. Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Article Cojocaru, M.-G. Athar, S. Thommes, E.W. Adoption costs of new vaccines - A Stackelberg dynamic game with risk-perception transition states |
title | Adoption costs of new vaccines - A Stackelberg dynamic game with risk-perception transition states |
title_full | Adoption costs of new vaccines - A Stackelberg dynamic game with risk-perception transition states |
title_fullStr | Adoption costs of new vaccines - A Stackelberg dynamic game with risk-perception transition states |
title_full_unstemmed | Adoption costs of new vaccines - A Stackelberg dynamic game with risk-perception transition states |
title_short | Adoption costs of new vaccines - A Stackelberg dynamic game with risk-perception transition states |
title_sort | adoption costs of new vaccines - a stackelberg dynamic game with risk-perception transition states |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6326261/ https://www.ncbi.nlm.nih.gov/pubmed/30839947 http://dx.doi.org/10.1016/j.idm.2018.09.002 |
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