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Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013

BACKGROUND: In Vietnam, dengue fever (DF) is still a leading cause of hospitalization. The main objective of this study was to evaluate the seasonality and association with climate factors (temperature and precipitation) on the incidences of DF in four provinces where the highest incidence rates wer...

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Autores principales: Lee, Hu Suk, Nguyen-Viet, Hung, Nam, Vu Sinh, Lee, Mihye, Won, Sungho, Duc, Phuc Pham, Grace, Delia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5359841/
https://www.ncbi.nlm.nih.gov/pubmed/28320341
http://dx.doi.org/10.1186/s12879-017-2326-8
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author Lee, Hu Suk
Nguyen-Viet, Hung
Nam, Vu Sinh
Lee, Mihye
Won, Sungho
Duc, Phuc Pham
Grace, Delia
author_facet Lee, Hu Suk
Nguyen-Viet, Hung
Nam, Vu Sinh
Lee, Mihye
Won, Sungho
Duc, Phuc Pham
Grace, Delia
author_sort Lee, Hu Suk
collection PubMed
description BACKGROUND: In Vietnam, dengue fever (DF) is still a leading cause of hospitalization. The main objective of this study was to evaluate the seasonality and association with climate factors (temperature and precipitation) on the incidences of DF in four provinces where the highest incidence rates were observed from 1994 to 2013 in Vietnam. METHODS: Incidence rates (per 100,000) were calculated on a monthly basis from during the study period. The seasonal-decomposition procedure based on loess (STL) was used in order to assess the trend and seasonality of DF. In addition, a seasonal cycle subseries (SCS) plot and univariate negative binomial regression (NBR) model were used to evaluate the monthly variability with statistical analysis. Lastly, a generalized estimating equation (GEE) was used to assess the relationship between monthly incidence rates and weather factors (temperature and precipitation). RESULTS: We found that increased incidence rates were observed in the second half of each year (from May through December) which is the rainy season in each province. In Hanoi, the final model showed that 1 °C rise of temperature corresponded to an increase of 13% in the monthly incidence rate of DF. In Khanh Hoa, the final model displayed that 1 °C increase in temperature corresponded to an increase of 17% while 100 mm increase in precipitation corresponded to an increase of 11% of DF incidence rate. For Ho Chi Minh City, none of variables were significant in the model. In An Giang, the final model showed that 100 mm increase of precipitation in the preceding and same months corresponded to an increase of 30% and 22% of DF incidence rate. CONCLUSION: Our findings provide insight into understanding the seasonal pattern and associated climate risk factors.
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spelling pubmed-53598412017-03-22 Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013 Lee, Hu Suk Nguyen-Viet, Hung Nam, Vu Sinh Lee, Mihye Won, Sungho Duc, Phuc Pham Grace, Delia BMC Infect Dis Research Article BACKGROUND: In Vietnam, dengue fever (DF) is still a leading cause of hospitalization. The main objective of this study was to evaluate the seasonality and association with climate factors (temperature and precipitation) on the incidences of DF in four provinces where the highest incidence rates were observed from 1994 to 2013 in Vietnam. METHODS: Incidence rates (per 100,000) were calculated on a monthly basis from during the study period. The seasonal-decomposition procedure based on loess (STL) was used in order to assess the trend and seasonality of DF. In addition, a seasonal cycle subseries (SCS) plot and univariate negative binomial regression (NBR) model were used to evaluate the monthly variability with statistical analysis. Lastly, a generalized estimating equation (GEE) was used to assess the relationship between monthly incidence rates and weather factors (temperature and precipitation). RESULTS: We found that increased incidence rates were observed in the second half of each year (from May through December) which is the rainy season in each province. In Hanoi, the final model showed that 1 °C rise of temperature corresponded to an increase of 13% in the monthly incidence rate of DF. In Khanh Hoa, the final model displayed that 1 °C increase in temperature corresponded to an increase of 17% while 100 mm increase in precipitation corresponded to an increase of 11% of DF incidence rate. For Ho Chi Minh City, none of variables were significant in the model. In An Giang, the final model showed that 100 mm increase of precipitation in the preceding and same months corresponded to an increase of 30% and 22% of DF incidence rate. CONCLUSION: Our findings provide insight into understanding the seasonal pattern and associated climate risk factors. BioMed Central 2017-03-20 /pmc/articles/PMC5359841/ /pubmed/28320341 http://dx.doi.org/10.1186/s12879-017-2326-8 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Lee, Hu Suk
Nguyen-Viet, Hung
Nam, Vu Sinh
Lee, Mihye
Won, Sungho
Duc, Phuc Pham
Grace, Delia
Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013
title Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013
title_full Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013
title_fullStr Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013
title_full_unstemmed Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013
title_short Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013
title_sort seasonal patterns of dengue fever and associated climate factors in 4 provinces in vietnam from 1994 to 2013
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5359841/
https://www.ncbi.nlm.nih.gov/pubmed/28320341
http://dx.doi.org/10.1186/s12879-017-2326-8
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