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Analysis of international traveler mobility patterns in Tokyo to identify geographic foci of dengue fever risk
Travelers play a role in triggering epidemics of imported dengue fever because they can carry the virus to other countries during the incubation period. If a traveler carrying dengue virus visits open green space and is bitten by mosquitoes, a local outbreak can ensue. In the present study, we aimed...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8487561/ https://www.ncbi.nlm.nih.gov/pubmed/34602095 http://dx.doi.org/10.1186/s12976-021-00149-8 |
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author | Yuan, Baoyin Lee, Hyojung Nishiura, Hiroshi |
author_facet | Yuan, Baoyin Lee, Hyojung Nishiura, Hiroshi |
author_sort | Yuan, Baoyin |
collection | PubMed |
description | Travelers play a role in triggering epidemics of imported dengue fever because they can carry the virus to other countries during the incubation period. If a traveler carrying dengue virus visits open green space and is bitten by mosquitoes, a local outbreak can ensue. In the present study, we aimed to understand the movement patterns of international travelers in Tokyo using mobile phone data, with the goal of identifying geographical foci of dengue transmission. We analyzed datasets based on mobile phone access to WiFi systems and measured the spatial distribution of international visitors in Tokyo on two specific dates (one weekday in July 2017 and another weekday in August 2017). Mobile phone users were classified by nationality into three groups according to risk of dengue transmission. Sixteen national parks were selected based on their involvement in a 2014 dengue outbreak and abundance of Aedes mosquitoes. We found that not all national parks were visited by international travelers and that visits to cemeteries were very infrequent. We also found that travelers from countries with high dengue prevalence were less likely to visit national parks compared with travelers from dengue-free countries. Travelers from countries with sporadic dengue cases and countries with regional transmission tended to visit common destinations. By contrast, the travel footprints of visitors from countries with continuous dengue transmission were focused on non-green spaces. Entomological surveillance in Tokyo has been restricted to national parks since the 2014 dengue outbreak. However, our results indicate that areas subject to surveillance should include both public and private green spaces near tourist sites. |
format | Online Article Text |
id | pubmed-8487561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84875612021-10-04 Analysis of international traveler mobility patterns in Tokyo to identify geographic foci of dengue fever risk Yuan, Baoyin Lee, Hyojung Nishiura, Hiroshi Theor Biol Med Model Research Travelers play a role in triggering epidemics of imported dengue fever because they can carry the virus to other countries during the incubation period. If a traveler carrying dengue virus visits open green space and is bitten by mosquitoes, a local outbreak can ensue. In the present study, we aimed to understand the movement patterns of international travelers in Tokyo using mobile phone data, with the goal of identifying geographical foci of dengue transmission. We analyzed datasets based on mobile phone access to WiFi systems and measured the spatial distribution of international visitors in Tokyo on two specific dates (one weekday in July 2017 and another weekday in August 2017). Mobile phone users were classified by nationality into three groups according to risk of dengue transmission. Sixteen national parks were selected based on their involvement in a 2014 dengue outbreak and abundance of Aedes mosquitoes. We found that not all national parks were visited by international travelers and that visits to cemeteries were very infrequent. We also found that travelers from countries with high dengue prevalence were less likely to visit national parks compared with travelers from dengue-free countries. Travelers from countries with sporadic dengue cases and countries with regional transmission tended to visit common destinations. By contrast, the travel footprints of visitors from countries with continuous dengue transmission were focused on non-green spaces. Entomological surveillance in Tokyo has been restricted to national parks since the 2014 dengue outbreak. However, our results indicate that areas subject to surveillance should include both public and private green spaces near tourist sites. BioMed Central 2021-10-03 /pmc/articles/PMC8487561/ /pubmed/34602095 http://dx.doi.org/10.1186/s12976-021-00149-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Yuan, Baoyin Lee, Hyojung Nishiura, Hiroshi Analysis of international traveler mobility patterns in Tokyo to identify geographic foci of dengue fever risk |
title | Analysis of international traveler mobility patterns in Tokyo to identify geographic foci of dengue fever risk |
title_full | Analysis of international traveler mobility patterns in Tokyo to identify geographic foci of dengue fever risk |
title_fullStr | Analysis of international traveler mobility patterns in Tokyo to identify geographic foci of dengue fever risk |
title_full_unstemmed | Analysis of international traveler mobility patterns in Tokyo to identify geographic foci of dengue fever risk |
title_short | Analysis of international traveler mobility patterns in Tokyo to identify geographic foci of dengue fever risk |
title_sort | analysis of international traveler mobility patterns in tokyo to identify geographic foci of dengue fever risk |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8487561/ https://www.ncbi.nlm.nih.gov/pubmed/34602095 http://dx.doi.org/10.1186/s12976-021-00149-8 |
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