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The role of different social contexts in shaping influenza transmission during the 2009 pandemic
Evaluating the relative importance of different social contexts in which infection transmission occurs is critical for identifying optimal intervention strategies. Nonetheless, an overall picture of influenza transmission in different social contexts has yet to emerge. Here we provide estimates of t...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4245519/ https://www.ncbi.nlm.nih.gov/pubmed/25427621 http://dx.doi.org/10.1038/srep07218 |
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author | Ajelli, Marco Poletti, Piero Melegaro, Alessia Merler, Stefano |
author_facet | Ajelli, Marco Poletti, Piero Melegaro, Alessia Merler, Stefano |
author_sort | Ajelli, Marco |
collection | PubMed |
description | Evaluating the relative importance of different social contexts in which infection transmission occurs is critical for identifying optimal intervention strategies. Nonetheless, an overall picture of influenza transmission in different social contexts has yet to emerge. Here we provide estimates of the fraction of infections generated in different social contexts during the 2009 H1N1 pandemic in Italy by making use of a highly detailed individual-based model accounting for time use data and parametrized on the basis of observed age-specific seroprevalence. We found that 41.6% (95%CI: 39–43.7%) of infections occurred in households, 26.7% (95%CI: 21–33.2) in schools, 3.3% (95%CI: 1.7–5%) in workplaces, and 28.4% (95%CI: 24.6–31.9%) in the general community. The above estimates strongly depend on the lower susceptibility to infection of individuals 19+ years old compared to younger ones, estimated to be 0.2 (95%CI 0.12–0.28). We also found that school closure over the weekends contributed to decrease the effective reproduction number of about 8% and significantly affected the pattern of transmission. These results highlight the pivotal role played by schools in the transmission of the 2009 H1N1 influenza. They may be relevant in the evaluation of intervention options and, hence, for informing policy decisions. |
format | Online Article Text |
id | pubmed-4245519 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-42455192014-12-05 The role of different social contexts in shaping influenza transmission during the 2009 pandemic Ajelli, Marco Poletti, Piero Melegaro, Alessia Merler, Stefano Sci Rep Article Evaluating the relative importance of different social contexts in which infection transmission occurs is critical for identifying optimal intervention strategies. Nonetheless, an overall picture of influenza transmission in different social contexts has yet to emerge. Here we provide estimates of the fraction of infections generated in different social contexts during the 2009 H1N1 pandemic in Italy by making use of a highly detailed individual-based model accounting for time use data and parametrized on the basis of observed age-specific seroprevalence. We found that 41.6% (95%CI: 39–43.7%) of infections occurred in households, 26.7% (95%CI: 21–33.2) in schools, 3.3% (95%CI: 1.7–5%) in workplaces, and 28.4% (95%CI: 24.6–31.9%) in the general community. The above estimates strongly depend on the lower susceptibility to infection of individuals 19+ years old compared to younger ones, estimated to be 0.2 (95%CI 0.12–0.28). We also found that school closure over the weekends contributed to decrease the effective reproduction number of about 8% and significantly affected the pattern of transmission. These results highlight the pivotal role played by schools in the transmission of the 2009 H1N1 influenza. They may be relevant in the evaluation of intervention options and, hence, for informing policy decisions. Nature Publishing Group 2014-11-27 /pmc/articles/PMC4245519/ /pubmed/25427621 http://dx.doi.org/10.1038/srep07218 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Ajelli, Marco Poletti, Piero Melegaro, Alessia Merler, Stefano The role of different social contexts in shaping influenza transmission during the 2009 pandemic |
title | The role of different social contexts in shaping influenza transmission during the 2009 pandemic |
title_full | The role of different social contexts in shaping influenza transmission during the 2009 pandemic |
title_fullStr | The role of different social contexts in shaping influenza transmission during the 2009 pandemic |
title_full_unstemmed | The role of different social contexts in shaping influenza transmission during the 2009 pandemic |
title_short | The role of different social contexts in shaping influenza transmission during the 2009 pandemic |
title_sort | role of different social contexts in shaping influenza transmission during the 2009 pandemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4245519/ https://www.ncbi.nlm.nih.gov/pubmed/25427621 http://dx.doi.org/10.1038/srep07218 |
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