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The Influence of Spatial Configuration of Residential Area and Vector Populations on Dengue Incidence Patterns in an Individual-Level Transmission Model
- Source :
- International Journal of Environmental Research and Public Health; Volume 14; Issue 7; Pages: 792, International Journal of Environmental Research and Public Health, International Journal of Environmental Research and Public Health, Vol 14, Iss 7, p 792 (2017)
- Publication Year :
- 2017
- Publisher :
- MDPI AG, 2017.
-
Abstract
- Dengue is a mosquito-borne infectious disease that is endemic in tropical and subtropical countries. Many individual-level simulation models have been developed to test hypotheses about dengue virus transmission. Often these efforts assume that human host and mosquito vector populations are randomly or uniformly distributed in the environment. Although, the movement of mosquitoes is affected by spatial configuration of buildings and mosquito populations are highly clustered in key buildings, little research has focused on the influence of the local built environment in dengue transmission models. We developed an agent-based model of dengue transmission in a village setting to test the importance of using realistic environments in individual-level models of dengue transmission. The results from one-way ANOVA analysis of simulations indicated that the differences between scenarios in terms of infection rates as well as serotype-specific dominance are statistically significant. Specifically, the infection rates in scenarios of a realistic environment are more variable than those of a synthetic spatial configuration. With respect to dengue serotype-specific cases, we found that a single dengue serotype is more often dominant in realistic environments than in synthetic environments. An agent-based approach allows a fine-scaled analysis of simulated dengue incidence patterns. The results provide a better understanding of the influence of spatial heterogeneity on dengue transmission at a local scale.
- Subjects :
- 0301 basic medicine
Spatial configuration
Health, Toxicology and Mutagenesis
030231 tropical medicine
lcsh:Medicine
Mosquito Vectors
Environment
Dengue virus
Biology
Serogroup
medicine.disease_cause
Article
Dengue fever
03 medical and health sciences
0302 clinical medicine
Residence Characteristics
serotype dominance
Statistics
medicine
Animals
Built environment
Agent-based model
Analysis of Variance
geography
geography.geographical_feature_category
Ecology
Incidence
lcsh:R
fungi
Simulation modeling
Public Health, Environmental and Occupational Health
mosquito population
dengue
agent-based model
spatial configuration
Models, Theoretical
Thailand
medicine.disease
3. Good health
Residential area
Spatial heterogeneity
030104 developmental biology
Subjects
Details
- ISSN :
- 16604601
- Volume :
- 14
- Database :
- OpenAIRE
- Journal :
- International Journal of Environmental Research and Public Health
- Accession number :
- edsair.doi.dedup.....b973542c16f4d45b41f71f91d2d14155
- Full Text :
- https://doi.org/10.3390/ijerph14070792