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Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil

BACKGROUND: This year, Brazil will host about 600,000 foreign visitors during the 2014 FIFA World Cup. The concern of possible dengue transmission during this event has been raised given the high transmission rates reported in the past by this country. METHODOLOGY/PRINCIPAL FINDINGS: We used dengue...

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Autores principales: van Panhuis, Willem G., Hyun, Sangwon, Blaney, Kayleigh, Marques, Ernesto T. A., Coelho, Giovanini E., Siqueira, João Bosco, Tibshirani, Ryan, da Silva, Jarbas B., Rosenfeld, Roni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4120682/
https://www.ncbi.nlm.nih.gov/pubmed/25079960
http://dx.doi.org/10.1371/journal.pntd.0003063
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author van Panhuis, Willem G.
Hyun, Sangwon
Blaney, Kayleigh
Marques, Ernesto T. A.
Coelho, Giovanini E.
Siqueira, João Bosco
Tibshirani, Ryan
da Silva, Jarbas B.
Rosenfeld, Roni
author_facet van Panhuis, Willem G.
Hyun, Sangwon
Blaney, Kayleigh
Marques, Ernesto T. A.
Coelho, Giovanini E.
Siqueira, João Bosco
Tibshirani, Ryan
da Silva, Jarbas B.
Rosenfeld, Roni
author_sort van Panhuis, Willem G.
collection PubMed
description BACKGROUND: This year, Brazil will host about 600,000 foreign visitors during the 2014 FIFA World Cup. The concern of possible dengue transmission during this event has been raised given the high transmission rates reported in the past by this country. METHODOLOGY/PRINCIPAL FINDINGS: We used dengue incidence rates reported by each host city during previous years (2001–2013) to estimate the risk of dengue during the World Cup for tourists and teams. Two statistical models were used: a percentile rank (PR) and an Empirical Bayes (EB) model. Expected IR's during the games were generally low (<10/100,000) but predictions varied across locations and between models. Based on current ticket allocations, the mean number of expected symptomatic dengue cases ranged from 26 (PR, 10(th)–100(th) percentile: 5–334 cases) to 59 (EB, 95% credible interval: 30–77 cases) among foreign tourists but none are expected among teams. These numbers will highly depend on actual travel schedules and dengue immunity among visitors. Sensitivity analysis for both models indicated that the expected number of cases could be as low as 4 or 5 with 100,000 visitors and as high as 38 or 70 with 800,000 visitors (PR and EB, respectively). CONCLUSION/SIGNIFICANCE: The risk of dengue among tourists during the World Cup is expected to be small due to immunity among the Brazil host population provided by last year's epidemic with the same DENV serotypes. Quantitative risk estimates by different groups and methodologies should be made routinely for mass gathering events.
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spelling pubmed-41206822014-08-05 Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil van Panhuis, Willem G. Hyun, Sangwon Blaney, Kayleigh Marques, Ernesto T. A. Coelho, Giovanini E. Siqueira, João Bosco Tibshirani, Ryan da Silva, Jarbas B. Rosenfeld, Roni PLoS Negl Trop Dis Research Article BACKGROUND: This year, Brazil will host about 600,000 foreign visitors during the 2014 FIFA World Cup. The concern of possible dengue transmission during this event has been raised given the high transmission rates reported in the past by this country. METHODOLOGY/PRINCIPAL FINDINGS: We used dengue incidence rates reported by each host city during previous years (2001–2013) to estimate the risk of dengue during the World Cup for tourists and teams. Two statistical models were used: a percentile rank (PR) and an Empirical Bayes (EB) model. Expected IR's during the games were generally low (<10/100,000) but predictions varied across locations and between models. Based on current ticket allocations, the mean number of expected symptomatic dengue cases ranged from 26 (PR, 10(th)–100(th) percentile: 5–334 cases) to 59 (EB, 95% credible interval: 30–77 cases) among foreign tourists but none are expected among teams. These numbers will highly depend on actual travel schedules and dengue immunity among visitors. Sensitivity analysis for both models indicated that the expected number of cases could be as low as 4 or 5 with 100,000 visitors and as high as 38 or 70 with 800,000 visitors (PR and EB, respectively). CONCLUSION/SIGNIFICANCE: The risk of dengue among tourists during the World Cup is expected to be small due to immunity among the Brazil host population provided by last year's epidemic with the same DENV serotypes. Quantitative risk estimates by different groups and methodologies should be made routinely for mass gathering events. Public Library of Science 2014-07-31 /pmc/articles/PMC4120682/ /pubmed/25079960 http://dx.doi.org/10.1371/journal.pntd.0003063 Text en © 2014 van Panhuis et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
van Panhuis, Willem G.
Hyun, Sangwon
Blaney, Kayleigh
Marques, Ernesto T. A.
Coelho, Giovanini E.
Siqueira, João Bosco
Tibshirani, Ryan
da Silva, Jarbas B.
Rosenfeld, Roni
Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil
title Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil
title_full Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil
title_fullStr Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil
title_full_unstemmed Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil
title_short Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil
title_sort risk of dengue for tourists and teams during the world cup 2014 in brazil
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4120682/
https://www.ncbi.nlm.nih.gov/pubmed/25079960
http://dx.doi.org/10.1371/journal.pntd.0003063
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