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The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam
It is predicted that the integration of climate-based early warning systems into existing action plans will facilitate the timely provision of interventions to diarrheal disease epidemics in resource-poor settings. Diarrhea remains a considerable public health problem in Ho Chi Minh City (HCMC), Vie...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4664115/ https://www.ncbi.nlm.nih.gov/pubmed/26402922 http://dx.doi.org/10.1016/j.healthplace.2015.08.001 |
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author | Thompson, Corinne N. Zelner, Jonathan L. Nhu, Tran Do Hoang Phan, My VT Hoang Le, Phuc Nguyen Thanh, Hung Vu Thuy, Duong Minh Nguyen, Ngoc Ha Manh, Tuan Van Hoang Minh, Tu Lu Lan, Vi Nguyen Van Vinh, Chau Tran Tinh, Hien von Clemm, Emmiliese Storch, Harry Thwaites, Guy Grenfell, Bryan T. Baker, Stephen |
author_facet | Thompson, Corinne N. Zelner, Jonathan L. Nhu, Tran Do Hoang Phan, My VT Hoang Le, Phuc Nguyen Thanh, Hung Vu Thuy, Duong Minh Nguyen, Ngoc Ha Manh, Tuan Van Hoang Minh, Tu Lu Lan, Vi Nguyen Van Vinh, Chau Tran Tinh, Hien von Clemm, Emmiliese Storch, Harry Thwaites, Guy Grenfell, Bryan T. Baker, Stephen |
author_sort | Thompson, Corinne N. |
collection | PubMed |
description | It is predicted that the integration of climate-based early warning systems into existing action plans will facilitate the timely provision of interventions to diarrheal disease epidemics in resource-poor settings. Diarrhea remains a considerable public health problem in Ho Chi Minh City (HCMC), Vietnam and we aimed to quantify variation in the impact of environmental conditions on diarrheal disease risk across the city. Using all inpatient diarrheal admissions data from three large hospitals within HCMC, we developed a mixed effects regression model to differentiate district-level variation in risk due to environmental conditions from the overarching seasonality of diarrheal disease hospitalization in HCMC. We identified considerable spatial heterogeneity in the risk of all-cause diarrhea across districts of HCMC with low elevation and differential responses to flooding, air temperature, and humidity driving further spatial heterogeneity in diarrheal disease risk. The incorporation of these results into predictive forecasting algorithms will provide a powerful resource to aid diarrheal disease prevention and control practices in HCMC and other similar settings. |
format | Online Article Text |
id | pubmed-4664115 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-46641152015-12-22 The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam Thompson, Corinne N. Zelner, Jonathan L. Nhu, Tran Do Hoang Phan, My VT Hoang Le, Phuc Nguyen Thanh, Hung Vu Thuy, Duong Minh Nguyen, Ngoc Ha Manh, Tuan Van Hoang Minh, Tu Lu Lan, Vi Nguyen Van Vinh, Chau Tran Tinh, Hien von Clemm, Emmiliese Storch, Harry Thwaites, Guy Grenfell, Bryan T. Baker, Stephen Health Place Article It is predicted that the integration of climate-based early warning systems into existing action plans will facilitate the timely provision of interventions to diarrheal disease epidemics in resource-poor settings. Diarrhea remains a considerable public health problem in Ho Chi Minh City (HCMC), Vietnam and we aimed to quantify variation in the impact of environmental conditions on diarrheal disease risk across the city. Using all inpatient diarrheal admissions data from three large hospitals within HCMC, we developed a mixed effects regression model to differentiate district-level variation in risk due to environmental conditions from the overarching seasonality of diarrheal disease hospitalization in HCMC. We identified considerable spatial heterogeneity in the risk of all-cause diarrhea across districts of HCMC with low elevation and differential responses to flooding, air temperature, and humidity driving further spatial heterogeneity in diarrheal disease risk. The incorporation of these results into predictive forecasting algorithms will provide a powerful resource to aid diarrheal disease prevention and control practices in HCMC and other similar settings. Elsevier 2015-09 /pmc/articles/PMC4664115/ /pubmed/26402922 http://dx.doi.org/10.1016/j.healthplace.2015.08.001 Text en © 2015 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Thompson, Corinne N. Zelner, Jonathan L. Nhu, Tran Do Hoang Phan, My VT Hoang Le, Phuc Nguyen Thanh, Hung Vu Thuy, Duong Minh Nguyen, Ngoc Ha Manh, Tuan Van Hoang Minh, Tu Lu Lan, Vi Nguyen Van Vinh, Chau Tran Tinh, Hien von Clemm, Emmiliese Storch, Harry Thwaites, Guy Grenfell, Bryan T. Baker, Stephen The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam |
title | The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam |
title_full | The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam |
title_fullStr | The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam |
title_full_unstemmed | The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam |
title_short | The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam |
title_sort | impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in ho chi minh city, vietnam |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4664115/ https://www.ncbi.nlm.nih.gov/pubmed/26402922 http://dx.doi.org/10.1016/j.healthplace.2015.08.001 |
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