Agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-Sahara grouping

Abstract Background Africans pour dirty water around their houses which constitutes aquatic habitats (AH). These AH are sought by mosquitoes for larval development. Recent studies have shown the effectiveness of destroying AH around houses in reducing malaria incidence. An agent-based model is propo...

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Main Authors: Paul Layie, Vivient Corneille Kamla, Jean Claude Kamgang, Yves Emvudu Wono
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BMC Public Health
Subjects:
ABM
Online Access:https://doi.org/10.1186/s12889-020-10150-4
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spelling doaj-eae93c0860af4bbaa9849963e7977fd62021-03-14T12:02:37ZengBMCBMC Public Health1471-24582021-03-0121112010.1186/s12889-020-10150-4Agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-Sahara groupingPaul Layie0Vivient Corneille Kamla1Jean Claude Kamgang2Yves Emvudu Wono3Department of Mathematics and Computer ScienceDepartments of Mathematics and Computer ScienceDepartments of Mathematics and Computer ScienceDepartments of Mathematics and Computer ScienceAbstract Background Africans pour dirty water around their houses which constitutes aquatic habitats (AH). These AH are sought by mosquitoes for larval development. Recent studies have shown the effectiveness of destroying AH around houses in reducing malaria incidence. An agent-based model is proposed for controlling malaria’s incidence through population sensitizing campaigns on the harmful effects of AH around houses. Methods The environment is constituted of houses, AH, mosquitoes, humans, and hospital. Malaria’s spread dynamic is linked to the dynamics of humans and mosquitoes. The mosquito’s dynamic is represented by egg-laying and seeking blood. The human’s dynamic is animated by hitting mosquitoes. AH are destroyed each time by 10% of their starting number. The number of infected humans varied from 0-90 which led to a total of 1001 simulations. Results When the number of houses and AH is equal, the results are approximate as the field data. At each reduction of AH, the incidence and prevalence tend more and more towards 0. When there is no AH and infected humans, the prevalence and incidence are at 0. Conclusions When there is no AH site, the disease disappears completely. Global destruction of AH in an environment and using many parameters in the same model are recommended.https://doi.org/10.1186/s12889-020-10150-4MalariaGroupingAquatic habitatManagementABM
collection DOAJ
language English
format Article
sources DOAJ
author Paul Layie
Vivient Corneille Kamla
Jean Claude Kamgang
Yves Emvudu Wono
spellingShingle Paul Layie
Vivient Corneille Kamla
Jean Claude Kamgang
Yves Emvudu Wono
Agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-Sahara grouping
BMC Public Health
Malaria
Grouping
Aquatic habitat
Management
ABM
author_facet Paul Layie
Vivient Corneille Kamla
Jean Claude Kamgang
Yves Emvudu Wono
author_sort Paul Layie
title Agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-Sahara grouping
title_short Agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-Sahara grouping
title_full Agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-Sahara grouping
title_fullStr Agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-Sahara grouping
title_full_unstemmed Agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-Sahara grouping
title_sort agent-based modeling of malaria control through mosquito aquatic habitats management in a traditional sub-sahara grouping
publisher BMC
series BMC Public Health
issn 1471-2458
publishDate 2021-03-01
description Abstract Background Africans pour dirty water around their houses which constitutes aquatic habitats (AH). These AH are sought by mosquitoes for larval development. Recent studies have shown the effectiveness of destroying AH around houses in reducing malaria incidence. An agent-based model is proposed for controlling malaria’s incidence through population sensitizing campaigns on the harmful effects of AH around houses. Methods The environment is constituted of houses, AH, mosquitoes, humans, and hospital. Malaria’s spread dynamic is linked to the dynamics of humans and mosquitoes. The mosquito’s dynamic is represented by egg-laying and seeking blood. The human’s dynamic is animated by hitting mosquitoes. AH are destroyed each time by 10% of their starting number. The number of infected humans varied from 0-90 which led to a total of 1001 simulations. Results When the number of houses and AH is equal, the results are approximate as the field data. At each reduction of AH, the incidence and prevalence tend more and more towards 0. When there is no AH and infected humans, the prevalence and incidence are at 0. Conclusions When there is no AH site, the disease disappears completely. Global destruction of AH in an environment and using many parameters in the same model are recommended.
topic Malaria
Grouping
Aquatic habitat
Management
ABM
url https://doi.org/10.1186/s12889-020-10150-4
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