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Methods to Determine the End of an Infectious Disease Epidemic: A Short Review

Deciding the end of an epidemic is frequently associated with forthcoming changes in infectious disease control activities, including downgrading alert level in surveillance and restoring healthcare workers’ working shift back to normal. Despite the practical importance, there have been little epide...

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Autor principal: Nishiura, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7123060/
http://dx.doi.org/10.1007/978-3-319-40413-4_17
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author Nishiura, Hiroshi
author_facet Nishiura, Hiroshi
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description Deciding the end of an epidemic is frequently associated with forthcoming changes in infectious disease control activities, including downgrading alert level in surveillance and restoring healthcare workers’ working shift back to normal. Despite the practical importance, there have been little epidemiological and laboratory methods that were proposed to determine the end of an epidemic. This short review was aimed to systematically discuss methodological principles of a small number of existing techniques and understand their advantages and disadvantages. Existing epidemiological methods have been mostly limited to a single-and-brief exposure setting, while the application to human-to-human transmissible disease epidemic with stochastic dependence structure in the observed case data has remained to be a statistical challenge. In veterinary applications, a large-scale sampling for laboratory testing has been commonly adapted to substantiate a freedom from disease, but such study has only accounted for binomial sampling process in estimating the error probability of elimination. Surveillance and mathematical modeling are two complementary instruments in the toolbox of epidemiologists. Combining their strengths would be highly beneficial to better define the end of an epidemic.
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spelling pubmed-71230602020-04-06 Methods to Determine the End of an Infectious Disease Epidemic: A Short Review Nishiura, Hiroshi Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases Article Deciding the end of an epidemic is frequently associated with forthcoming changes in infectious disease control activities, including downgrading alert level in surveillance and restoring healthcare workers’ working shift back to normal. Despite the practical importance, there have been little epidemiological and laboratory methods that were proposed to determine the end of an epidemic. This short review was aimed to systematically discuss methodological principles of a small number of existing techniques and understand their advantages and disadvantages. Existing epidemiological methods have been mostly limited to a single-and-brief exposure setting, while the application to human-to-human transmissible disease epidemic with stochastic dependence structure in the observed case data has remained to be a statistical challenge. In veterinary applications, a large-scale sampling for laboratory testing has been commonly adapted to substantiate a freedom from disease, but such study has only accounted for binomial sampling process in estimating the error probability of elimination. Surveillance and mathematical modeling are two complementary instruments in the toolbox of epidemiologists. Combining their strengths would be highly beneficial to better define the end of an epidemic. 2016-07-28 /pmc/articles/PMC7123060/ http://dx.doi.org/10.1007/978-3-319-40413-4_17 Text en © Springer International Publishing Switzerland 2016 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Nishiura, Hiroshi
Methods to Determine the End of an Infectious Disease Epidemic: A Short Review
title Methods to Determine the End of an Infectious Disease Epidemic: A Short Review
title_full Methods to Determine the End of an Infectious Disease Epidemic: A Short Review
title_fullStr Methods to Determine the End of an Infectious Disease Epidemic: A Short Review
title_full_unstemmed Methods to Determine the End of an Infectious Disease Epidemic: A Short Review
title_short Methods to Determine the End of an Infectious Disease Epidemic: A Short Review
title_sort methods to determine the end of an infectious disease epidemic: a short review
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7123060/
http://dx.doi.org/10.1007/978-3-319-40413-4_17
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