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Budget constraint and vaccine dosing: a mathematical modelling exercise
BACKGROUND: Increasing the number of vaccine doses may potentially improve overall efficacy. Decision-makers need information about choosing the most efficient dose schedule to maximise the total health gain of a population when operating under a constrained budget. The objective of this study is to...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3904011/ https://www.ncbi.nlm.nih.gov/pubmed/24450591 http://dx.doi.org/10.1186/1478-7547-12-3 |
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author | Standaert, Baudouin A Curran, Desmond Postma, Maarten J |
author_facet | Standaert, Baudouin A Curran, Desmond Postma, Maarten J |
author_sort | Standaert, Baudouin A |
collection | PubMed |
description | BACKGROUND: Increasing the number of vaccine doses may potentially improve overall efficacy. Decision-makers need information about choosing the most efficient dose schedule to maximise the total health gain of a population when operating under a constrained budget. The objective of this study is to identify the most efficient vaccine dosing schedule within a fixed vaccination budget from a healthcare payer perspective. METHODS: An optimisation model is developed in which maximizing the disease reduction is the functional objective and the constraint is the vaccination budget. The model allows variation in vaccination dosing numbers, in cost difference per dose, in vaccine coverage rate, and in vaccine efficacy. We apply the model using the monovalent rotavirus vaccine as an example. RESULTS: With a fixed budget, a 2-dose schedule for vaccination against rotavirus infection with the monovalent vaccine results in a larger reduction in disease episodes than a 3-dose scheme with the same vaccine under most circumstances. A 3-dose schedule would only be better under certain conditions: a cost reduction of >26% per dose, combined with vaccine efficacy improvement of ≥5% and a target coverage rate of 75%. Substantial interaction is observed between cost reduction per dose, vaccine coverage rate, and increased vaccine efficacy. Sensitivity analysis shows that the conditions required for a 3-dose strategy to be better than a 2-dose strategy may seldom occur when the budget is fixed. The model does not consider vaccine herd effect, precise timing for additional doses, or the effect of natural immunity development. CONCLUSIONS: Under budget constraint, optimisation modelling is a helpful tool for a decision-maker selecting the most efficient vaccination dosing schedule. The low dosing scheme could be the optimal option to consider under the many scenarios tested. The model can be applied under many different circumstances of changing dosing schemes with single or multiple vaccines. |
format | Online Article Text |
id | pubmed-3904011 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-39040112014-02-11 Budget constraint and vaccine dosing: a mathematical modelling exercise Standaert, Baudouin A Curran, Desmond Postma, Maarten J Cost Eff Resour Alloc Research BACKGROUND: Increasing the number of vaccine doses may potentially improve overall efficacy. Decision-makers need information about choosing the most efficient dose schedule to maximise the total health gain of a population when operating under a constrained budget. The objective of this study is to identify the most efficient vaccine dosing schedule within a fixed vaccination budget from a healthcare payer perspective. METHODS: An optimisation model is developed in which maximizing the disease reduction is the functional objective and the constraint is the vaccination budget. The model allows variation in vaccination dosing numbers, in cost difference per dose, in vaccine coverage rate, and in vaccine efficacy. We apply the model using the monovalent rotavirus vaccine as an example. RESULTS: With a fixed budget, a 2-dose schedule for vaccination against rotavirus infection with the monovalent vaccine results in a larger reduction in disease episodes than a 3-dose scheme with the same vaccine under most circumstances. A 3-dose schedule would only be better under certain conditions: a cost reduction of >26% per dose, combined with vaccine efficacy improvement of ≥5% and a target coverage rate of 75%. Substantial interaction is observed between cost reduction per dose, vaccine coverage rate, and increased vaccine efficacy. Sensitivity analysis shows that the conditions required for a 3-dose strategy to be better than a 2-dose strategy may seldom occur when the budget is fixed. The model does not consider vaccine herd effect, precise timing for additional doses, or the effect of natural immunity development. CONCLUSIONS: Under budget constraint, optimisation modelling is a helpful tool for a decision-maker selecting the most efficient vaccination dosing schedule. The low dosing scheme could be the optimal option to consider under the many scenarios tested. The model can be applied under many different circumstances of changing dosing schemes with single or multiple vaccines. BioMed Central 2014-01-22 /pmc/articles/PMC3904011/ /pubmed/24450591 http://dx.doi.org/10.1186/1478-7547-12-3 Text en Copyright © 2014 Standaert et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Standaert, Baudouin A Curran, Desmond Postma, Maarten J Budget constraint and vaccine dosing: a mathematical modelling exercise |
title | Budget constraint and vaccine dosing: a mathematical modelling exercise |
title_full | Budget constraint and vaccine dosing: a mathematical modelling exercise |
title_fullStr | Budget constraint and vaccine dosing: a mathematical modelling exercise |
title_full_unstemmed | Budget constraint and vaccine dosing: a mathematical modelling exercise |
title_short | Budget constraint and vaccine dosing: a mathematical modelling exercise |
title_sort | budget constraint and vaccine dosing: a mathematical modelling exercise |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3904011/ https://www.ncbi.nlm.nih.gov/pubmed/24450591 http://dx.doi.org/10.1186/1478-7547-12-3 |
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