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An agent-based modeling approach applied to the spread of cholera

  • George Mason University

Research output: Contribution to journalArticlepeer-review

115 Scopus citations

Abstract

Cholera is an intestinal disease and is characterized by diarrhea and severe dehydration. While cholera has mainly been eliminated in regions that can provide clean water, adequate hygiene and proper sanitation; it remains a constant threat in many parts of Africa and Asia. Within this paper, we develop an agent-based model that explores the spread of cholera in the Dadaab refugee camp in Kenya. Poor sanitation and housing conditions contribute to frequent incidents of cholera outbreaks within this camp. We model the spread of cholera by explicitly representing the interaction between humans and their environment, and the spread of the epidemic using a Susceptible-Exposed-Infected-Recovered model. Results from the model show that the spread of cholera grows radially from contaminated water sources and seasonal rains can cause the emergence of cholera outbreaks. This modeling effort highlights the potential of agent-based modeling to explore the spread of cholera in a humanitarian context.

Original languageEnglish
Pages (from-to)164-177
Number of pages14
JournalEnvironmental Modelling and Software
Volume62
DOIs
StatePublished - Dec 1 2014

Keywords

  • Agent-based modeling
  • Cholera
  • Disease modeling
  • Geographical information systems
  • Refugee camps

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