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Fun with maths: exploring implications of mathematical models for malaria eradication

Mathematical analyses and modelling have an important role informing malaria eradication strategies. Simple mathematical approaches can answer many questions, but it is important to investigate their assumptions and to test whether simple assumptions affect the results. In this note, four examples d...

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Detalles Bibliográficos
Autores principales: Eckhoff, Philip A, Bever, Caitlin A, Gerardin, Jaline, Wenger, Edward A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4295567/
https://www.ncbi.nlm.nih.gov/pubmed/25495423
http://dx.doi.org/10.1186/1475-2875-13-486
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author Eckhoff, Philip A
Bever, Caitlin A
Gerardin, Jaline
Wenger, Edward A
author_facet Eckhoff, Philip A
Bever, Caitlin A
Gerardin, Jaline
Wenger, Edward A
author_sort Eckhoff, Philip A
collection PubMed
description Mathematical analyses and modelling have an important role informing malaria eradication strategies. Simple mathematical approaches can answer many questions, but it is important to investigate their assumptions and to test whether simple assumptions affect the results. In this note, four examples demonstrate both the effects of model structures and assumptions and also the benefits of using a diversity of model approaches. These examples include the time to eradication, the impact of vaccine efficacy and coverage, drug programs and the effects of duration of infections and delays to treatment, and the influence of seasonality and migration coupling on disease fadeout. An excessively simple structure can miss key results, but simple mathematical approaches can still achieve key results for eradication strategy and define areas for investigation by more complex models.
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spelling pubmed-42955672015-01-16 Fun with maths: exploring implications of mathematical models for malaria eradication Eckhoff, Philip A Bever, Caitlin A Gerardin, Jaline Wenger, Edward A Malar J Commentary Mathematical analyses and modelling have an important role informing malaria eradication strategies. Simple mathematical approaches can answer many questions, but it is important to investigate their assumptions and to test whether simple assumptions affect the results. In this note, four examples demonstrate both the effects of model structures and assumptions and also the benefits of using a diversity of model approaches. These examples include the time to eradication, the impact of vaccine efficacy and coverage, drug programs and the effects of duration of infections and delays to treatment, and the influence of seasonality and migration coupling on disease fadeout. An excessively simple structure can miss key results, but simple mathematical approaches can still achieve key results for eradication strategy and define areas for investigation by more complex models. BioMed Central 2014-12-11 /pmc/articles/PMC4295567/ /pubmed/25495423 http://dx.doi.org/10.1186/1475-2875-13-486 Text en © Eckhoff et al.; licensee BioMed Central. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Commentary
Eckhoff, Philip A
Bever, Caitlin A
Gerardin, Jaline
Wenger, Edward A
Fun with maths: exploring implications of mathematical models for malaria eradication
title Fun with maths: exploring implications of mathematical models for malaria eradication
title_full Fun with maths: exploring implications of mathematical models for malaria eradication
title_fullStr Fun with maths: exploring implications of mathematical models for malaria eradication
title_full_unstemmed Fun with maths: exploring implications of mathematical models for malaria eradication
title_short Fun with maths: exploring implications of mathematical models for malaria eradication
title_sort fun with maths: exploring implications of mathematical models for malaria eradication
topic Commentary
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4295567/
https://www.ncbi.nlm.nih.gov/pubmed/25495423
http://dx.doi.org/10.1186/1475-2875-13-486
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