Cargando…
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...
Autor principal: | |
---|---|
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 |
_version_ | 1782303948292489216 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3926264 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT fungisaacchunhai choleratransmissiondynamicmodelsforpublichealthpractitioners |