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Estimation of the Basic Reproduction Number of Novel Influenza A (H1N1) pdm09 in Elementary Schools Using the SIR Model
BACKGROUND: The novel influenza A (H1N1) pdm09 (A/H1N1pdm) pandemic of 2009-2010 had a great impact on society. OBJECTIVE: We analyzed data from the absentee survey, conducted in elementary schools of Oita City, to evaluate the A/H1N1pdm pandemic and to estimate the basic reproductive number (R(0 ))...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Bentham Open
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5510564/ https://www.ncbi.nlm.nih.gov/pubmed/28761570 http://dx.doi.org/10.2174/1874434601711010064 |
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author | Furushima, Daisuke Kawano, Shoko Ohno, Yuko Kakehashi, Masayuki |
author_facet | Furushima, Daisuke Kawano, Shoko Ohno, Yuko Kakehashi, Masayuki |
author_sort | Furushima, Daisuke |
collection | PubMed |
description | BACKGROUND: The novel influenza A (H1N1) pdm09 (A/H1N1pdm) pandemic of 2009-2010 had a great impact on society. OBJECTIVE: We analyzed data from the absentee survey, conducted in elementary schools of Oita City, to evaluate the A/H1N1pdm pandemic and to estimate the basic reproductive number (R(0 )) of this novel strain. METHOD: We summarized the overall absentee data and calculated the cumulative infection rate. Then, we classified the data into 3 groups according to school size: small (<300 students), medium (300–600 students), and large (>600 students). Last, we estimated the R(0 ) value by using the Susceptible-Infected-Recovered (SIR) mathematical model. RESULTS: Data from 60 schools and 27,403 students were analyzed. The overall cumulative infection rate was 44.4%. There were no significant differences among the grades, but the cumulative infection rate increased as the school size increased, being 37.7%, 44.4%, and 46.6% in the small, medium, and large school groups, respectively. The optimal R(0 ) value was 1.33, comparable with that previously reported. The data from the absentee survey were reliable, with no missing values. Hence, the R(0 ) derived from the SIR model closely reflected the observed R(0 ). The findings support previous reports that school children are most susceptible to A/H1N1pdm virus infection and suggest that the scale of an outbreak is associated with the size of the school. CONCLUSION: Our results provide further information about the A/H1N1pdm pandemic. We propose that an absentee survey should be implemented in the early stages of an epidemic, to prevent a pandemic. |
format | Online Article Text |
id | pubmed-5510564 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Bentham Open |
record_format | MEDLINE/PubMed |
spelling | pubmed-55105642017-07-31 Estimation of the Basic Reproduction Number of Novel Influenza A (H1N1) pdm09 in Elementary Schools Using the SIR Model Furushima, Daisuke Kawano, Shoko Ohno, Yuko Kakehashi, Masayuki Open Nurs J Article BACKGROUND: The novel influenza A (H1N1) pdm09 (A/H1N1pdm) pandemic of 2009-2010 had a great impact on society. OBJECTIVE: We analyzed data from the absentee survey, conducted in elementary schools of Oita City, to evaluate the A/H1N1pdm pandemic and to estimate the basic reproductive number (R(0 )) of this novel strain. METHOD: We summarized the overall absentee data and calculated the cumulative infection rate. Then, we classified the data into 3 groups according to school size: small (<300 students), medium (300–600 students), and large (>600 students). Last, we estimated the R(0 ) value by using the Susceptible-Infected-Recovered (SIR) mathematical model. RESULTS: Data from 60 schools and 27,403 students were analyzed. The overall cumulative infection rate was 44.4%. There were no significant differences among the grades, but the cumulative infection rate increased as the school size increased, being 37.7%, 44.4%, and 46.6% in the small, medium, and large school groups, respectively. The optimal R(0 ) value was 1.33, comparable with that previously reported. The data from the absentee survey were reliable, with no missing values. Hence, the R(0 ) derived from the SIR model closely reflected the observed R(0 ). The findings support previous reports that school children are most susceptible to A/H1N1pdm virus infection and suggest that the scale of an outbreak is associated with the size of the school. CONCLUSION: Our results provide further information about the A/H1N1pdm pandemic. We propose that an absentee survey should be implemented in the early stages of an epidemic, to prevent a pandemic. Bentham Open 2017-06-29 /pmc/articles/PMC5510564/ /pubmed/28761570 http://dx.doi.org/10.2174/1874434601711010064 Text en © 2017 Furushima et al. https://creativecommons.org/licenses/by/4.0/legalcode This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International Public License (CC-BY 4.0), a copy of which is available at: https://creativecommons.org/licenses/by/4.0/legalcode. This license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Article Furushima, Daisuke Kawano, Shoko Ohno, Yuko Kakehashi, Masayuki Estimation of the Basic Reproduction Number of Novel Influenza A (H1N1) pdm09 in Elementary Schools Using the SIR Model |
title | Estimation of the Basic Reproduction Number of Novel Influenza A (H1N1) pdm09 in Elementary Schools Using the SIR Model |
title_full | Estimation of the Basic Reproduction Number of Novel Influenza A (H1N1) pdm09 in Elementary Schools Using the SIR Model |
title_fullStr | Estimation of the Basic Reproduction Number of Novel Influenza A (H1N1) pdm09 in Elementary Schools Using the SIR Model |
title_full_unstemmed | Estimation of the Basic Reproduction Number of Novel Influenza A (H1N1) pdm09 in Elementary Schools Using the SIR Model |
title_short | Estimation of the Basic Reproduction Number of Novel Influenza A (H1N1) pdm09 in Elementary Schools Using the SIR Model |
title_sort | estimation of the basic reproduction number of novel influenza a (h1n1) pdm09 in elementary schools using the sir model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5510564/ https://www.ncbi.nlm.nih.gov/pubmed/28761570 http://dx.doi.org/10.2174/1874434601711010064 |
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