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.
The impact of environmental and climatic variation on the spatiotemporal trends of hospitalized pediatric diarrhea in Ho Chi Minh City, Vietnam
C. Thompson,J. Zelner,T. Nhu,M. Phan,Phuc Hoang Le,H. Nguyen Thanh,Duong Vu Thuy,N. M. Minh Nguyen,Tuan Ha Manh,Tu Van Hoang Minh,Vi Lu Lan,Chau Nguyen Van Vinh,Hien Tran Tinh,Emmiliese von Clemm,Harry Storch,G. Thwaites,B. Grenfell,S. Baker
Published 2015 in Health and Place
ABSTRACT
PUBLICATION RECORD
- Publication year
2015
- Venue
Health and Place
- Publication date
2015-09-01
- Fields of study
Medicine, Environmental Science
- Identifiers
- External record
- Source metadata
Semantic Scholar, PubMed
CITATION MAP
EXTRACTION MAP
CLAIMS
- No claims are published for this paper.
CONCEPTS
- No concepts are published for this paper.
REFERENCES
Showing 1-35 of 35 references · Page 1 of 1
CITED BY
Showing 1-42 of 42 citing papers · Page 1 of 1