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Prospective Study About the Influence of Human Mobility in Dengue Transmission in the State of Rio de Janeiro
Dengue is a human arboviral disease transmitted by Aedes mosquitoes and it is currently a major public health problem in which around 2–5 billion people are at risk of infection each year. Climate changes and human mobility contribute to increase the number of cases and to spread the disease all aro...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7123889/ http://dx.doi.org/10.1007/978-3-319-74086-7_21 |
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author | dos Santos, Bruna C. Sartori, Larissa M. Peixoto, Claudia Bevilacqua, Joyce S. Oliva, Sergio M. |
author_facet | dos Santos, Bruna C. Sartori, Larissa M. Peixoto, Claudia Bevilacqua, Joyce S. Oliva, Sergio M. |
author_sort | dos Santos, Bruna C. |
collection | PubMed |
description | Dengue is a human arboviral disease transmitted by Aedes mosquitoes and it is currently a major public health problem in which around 2–5 billion people are at risk of infection each year. Climate changes and human mobility contribute to increase the number of cases and to spread the disease all around the world. In this work, the influence of human mobility is evaluated by analyzing a sequence of correlations of dengue incidence between cities in southeastern Brazil. The methodology initially identifies the cities were the epidemy begins, considered as focus for that epidemic year. The strength of the linear association between all pairs of cities were calculated identifying the cities which have high correlations with the focus-cities. The correlations are also calculated between all pairs considering a time lag of 1, 2 or 3 weeks ahead for all cities except the focus ones. Centred differences of the notification number are used to detect the outbreaks. The tests were made with DATASUS-SINAN data of the state of Rio de Janeiro, from January 2008 to December 2013. Preliminary results indicate that the spread of dengue from one city to another can be characterized by the development of the sequence of shifted correlations. The proposal may be useful to consider control strategies against disease transmission. |
format | Online Article Text |
id | pubmed-7123889 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
record_format | MEDLINE/PubMed |
spelling | pubmed-71238892020-04-06 Prospective Study About the Influence of Human Mobility in Dengue Transmission in the State of Rio de Janeiro dos Santos, Bruna C. Sartori, Larissa M. Peixoto, Claudia Bevilacqua, Joyce S. Oliva, Sergio M. Modeling, Dynamics, Optimization and Bioeconomics III Article Dengue is a human arboviral disease transmitted by Aedes mosquitoes and it is currently a major public health problem in which around 2–5 billion people are at risk of infection each year. Climate changes and human mobility contribute to increase the number of cases and to spread the disease all around the world. In this work, the influence of human mobility is evaluated by analyzing a sequence of correlations of dengue incidence between cities in southeastern Brazil. The methodology initially identifies the cities were the epidemy begins, considered as focus for that epidemic year. The strength of the linear association between all pairs of cities were calculated identifying the cities which have high correlations with the focus-cities. The correlations are also calculated between all pairs considering a time lag of 1, 2 or 3 weeks ahead for all cities except the focus ones. Centred differences of the notification number are used to detect the outbreaks. The tests were made with DATASUS-SINAN data of the state of Rio de Janeiro, from January 2008 to December 2013. Preliminary results indicate that the spread of dengue from one city to another can be characterized by the development of the sequence of shifted correlations. The proposal may be useful to consider control strategies against disease transmission. 2018-04-26 /pmc/articles/PMC7123889/ http://dx.doi.org/10.1007/978-3-319-74086-7_21 Text en © Springer International Publishing AG, part of Springer Nature 2018 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article dos Santos, Bruna C. Sartori, Larissa M. Peixoto, Claudia Bevilacqua, Joyce S. Oliva, Sergio M. Prospective Study About the Influence of Human Mobility in Dengue Transmission in the State of Rio de Janeiro |
title | Prospective Study About the Influence of Human Mobility in Dengue Transmission in the State of Rio de Janeiro |
title_full | Prospective Study About the Influence of Human Mobility in Dengue Transmission in the State of Rio de Janeiro |
title_fullStr | Prospective Study About the Influence of Human Mobility in Dengue Transmission in the State of Rio de Janeiro |
title_full_unstemmed | Prospective Study About the Influence of Human Mobility in Dengue Transmission in the State of Rio de Janeiro |
title_short | Prospective Study About the Influence of Human Mobility in Dengue Transmission in the State of Rio de Janeiro |
title_sort | prospective study about the influence of human mobility in dengue transmission in the state of rio de janeiro |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7123889/ http://dx.doi.org/10.1007/978-3-319-74086-7_21 |
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