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Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy
As part of measles elimination effort, evaluation of the vaccination program and real-time assessment of the epidemic dynamics constitute two important tasks to improve and strengthen the control. The present study aimed to develop an epidemiological modeling method which can be applied to estimatin...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3341603/ https://www.ncbi.nlm.nih.gov/pubmed/22553462 http://dx.doi.org/10.7150/ijbs.4329 |
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author | Ejima, Keisuke Omori, Ryosuke Aihara, Kazuyuki Nishiura, Hiroshi |
author_facet | Ejima, Keisuke Omori, Ryosuke Aihara, Kazuyuki Nishiura, Hiroshi |
author_sort | Ejima, Keisuke |
collection | PubMed |
description | As part of measles elimination effort, evaluation of the vaccination program and real-time assessment of the epidemic dynamics constitute two important tasks to improve and strengthen the control. The present study aimed to develop an epidemiological modeling method which can be applied to estimating the vaccine efficacy at an individual level while conducting the timely investigation of the epidemic. The multivariate renewal process model was employed to describe the temporal evolution of infection by vaccination history, jointly estimating the time-dependent reproduction number and the vaccine efficacy. Analyzing the enhanced surveillance data of measles in Aichi prefecture, Japan from 2007-08, the vaccine efficacy was estimated at 96.7% (95% confidence interval: 95.8, 97.4). Using an age structured model, the vaccine efficacy among those aged from 5-19 years was shown to be smaller than that among those from 0-4 years. The age-dependent vaccine efficacy estimate informs the age-groups to be targeted for revaccination. Because the estimation method can rest on readily available epidemiological data, the proposed model has a potential to be integrated with routine surveillance. |
format | Online Article Text |
id | pubmed-3341603 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-33416032012-05-02 Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy Ejima, Keisuke Omori, Ryosuke Aihara, Kazuyuki Nishiura, Hiroshi Int J Biol Sci Research Paper As part of measles elimination effort, evaluation of the vaccination program and real-time assessment of the epidemic dynamics constitute two important tasks to improve and strengthen the control. The present study aimed to develop an epidemiological modeling method which can be applied to estimating the vaccine efficacy at an individual level while conducting the timely investigation of the epidemic. The multivariate renewal process model was employed to describe the temporal evolution of infection by vaccination history, jointly estimating the time-dependent reproduction number and the vaccine efficacy. Analyzing the enhanced surveillance data of measles in Aichi prefecture, Japan from 2007-08, the vaccine efficacy was estimated at 96.7% (95% confidence interval: 95.8, 97.4). Using an age structured model, the vaccine efficacy among those aged from 5-19 years was shown to be smaller than that among those from 0-4 years. The age-dependent vaccine efficacy estimate informs the age-groups to be targeted for revaccination. Because the estimation method can rest on readily available epidemiological data, the proposed model has a potential to be integrated with routine surveillance. Ivyspring International Publisher 2012-04-23 /pmc/articles/PMC3341603/ /pubmed/22553462 http://dx.doi.org/10.7150/ijbs.4329 Text en © Ivyspring International Publisher. This is an open-access article distributed under the terms of the Creative Commons License (http://creativecommons.org/licenses/by-nc-nd/3.0/). Reproduction is permitted for personal, noncommercial use, provided that the article is in whole, unmodified, and properly cited. |
spellingShingle | Research Paper Ejima, Keisuke Omori, Ryosuke Aihara, Kazuyuki Nishiura, Hiroshi Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy |
title | Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy |
title_full | Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy |
title_fullStr | Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy |
title_full_unstemmed | Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy |
title_short | Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy |
title_sort | real-time investigation of measles epidemics with estimate of vaccine efficacy |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3341603/ https://www.ncbi.nlm.nih.gov/pubmed/22553462 http://dx.doi.org/10.7150/ijbs.4329 |
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