The influence of spatial configuration of residential area and vector populations on dengue incidence patterns in an individual-level transmission model

Jeon Young Kang, Jared Aldstadt

Research output: Contribution to journalArticlepeer-review

9 Citations (Scopus)

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.

Original languageEnglish
Article number792
JournalInternational Journal of Environmental Research and Public Health
Volume14
Issue number7
DOIs
Publication statusPublished - 15 Jul 2017

Bibliographical note

Publisher Copyright:
© 2017 by the authors. Licensee MDPI, Basel, Switzerland.

Keywords

  • Agent-based model
  • Dengue
  • Mosquito population
  • Serotype dominance
  • Spatial configuration

Fingerprint

Dive into the research topics of 'The influence of spatial configuration of residential area and vector populations on dengue incidence patterns in an individual-level transmission model'. Together they form a unique fingerprint.

Cite this