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Cholera transmission dynamic models for public health practitioners

Great progress has been made in mathematical models of cholera transmission dynamics in recent years. However, little impact, if any, has been made by models upon public health decision-making and day-to-day routine of epidemiologists. This paper provides a brief introduction to the basics of ordina...

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Autor principal: Fung, Isaac Chun-Hai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3926264/
https://www.ncbi.nlm.nih.gov/pubmed/24520853
http://dx.doi.org/10.1186/1742-7622-11-1
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author Fung, Isaac Chun-Hai
author_facet Fung, Isaac Chun-Hai
author_sort Fung, Isaac Chun-Hai
collection PubMed
description Great progress has been made in mathematical models of cholera transmission dynamics in recent years. However, little impact, if any, has been made by models upon public health decision-making and day-to-day routine of epidemiologists. This paper provides a brief introduction to the basics of ordinary differential equation models of cholera transmission dynamics. We discuss a basic model adapted from Codeço (2001), and how it can be modified to incorporate different hypotheses, including the importance of asymptomatic or inapparent infections, and hyperinfectious V. cholerae and human-to-human transmission. We highlight three important challenges of cholera models: (1) model misspecification and parameter uncertainty, (2) modeling the impact of water, sanitation and hygiene interventions and (3) model structure. We use published models, especially those related to the 2010 Haitian outbreak as examples. We emphasize that the choice of models should be dictated by the research questions in mind. More collaboration is needed between policy-makers, epidemiologists and modelers in public health.
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spelling pubmed-39262642014-02-18 Cholera transmission dynamic models for public health practitioners Fung, Isaac Chun-Hai Emerg Themes Epidemiol Analytic Perspective Great progress has been made in mathematical models of cholera transmission dynamics in recent years. However, little impact, if any, has been made by models upon public health decision-making and day-to-day routine of epidemiologists. This paper provides a brief introduction to the basics of ordinary differential equation models of cholera transmission dynamics. We discuss a basic model adapted from Codeço (2001), and how it can be modified to incorporate different hypotheses, including the importance of asymptomatic or inapparent infections, and hyperinfectious V. cholerae and human-to-human transmission. We highlight three important challenges of cholera models: (1) model misspecification and parameter uncertainty, (2) modeling the impact of water, sanitation and hygiene interventions and (3) model structure. We use published models, especially those related to the 2010 Haitian outbreak as examples. We emphasize that the choice of models should be dictated by the research questions in mind. More collaboration is needed between policy-makers, epidemiologists and modelers in public health. BioMed Central 2014-02-12 /pmc/articles/PMC3926264/ /pubmed/24520853 http://dx.doi.org/10.1186/1742-7622-11-1 Text en Copyright © 2014 Fung; 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 Analytic Perspective
Fung, Isaac Chun-Hai
Cholera transmission dynamic models for public health practitioners
title Cholera transmission dynamic models for public health practitioners
title_full Cholera transmission dynamic models for public health practitioners
title_fullStr Cholera transmission dynamic models for public health practitioners
title_full_unstemmed Cholera transmission dynamic models for public health practitioners
title_short Cholera transmission dynamic models for public health practitioners
title_sort cholera transmission dynamic models for public health practitioners
topic Analytic Perspective
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3926264/
https://www.ncbi.nlm.nih.gov/pubmed/24520853
http://dx.doi.org/10.1186/1742-7622-11-1
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