Dynamic Model for the Epidemiology of Diarrhea and Simulation Considering Multiple Disease Carriers

Diarrhea is responsible for killing around 525,000 children every year, even though it is preventable and treatable. This research focuses on both houseflies’ roles and humans’ roles in carrying pathogens causing diarrhea as multiple disease carriers. Both human and fly compartmental models are simu...

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Main Authors: Firda Rahmadani, Hyunsoo Lee
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/16/5692
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spelling doaj-1a1c599e4a45440889d55886d289d1392020-11-25T03:48:30ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012020-08-01175692569210.3390/ijerph17165692Dynamic Model for the Epidemiology of Diarrhea and Simulation Considering Multiple Disease CarriersFirda Rahmadani0Hyunsoo Lee1School of Industrial Engineering, Kumoh National Institute of Technology, Gumi, Gyeongbuk 39177, KoreaSchool of Industrial Engineering, Kumoh National Institute of Technology, Gumi, Gyeongbuk 39177, KoreaDiarrhea is responsible for killing around 525,000 children every year, even though it is preventable and treatable. This research focuses on both houseflies’ roles and humans’ roles in carrying pathogens causing diarrhea as multiple disease carriers. Both human and fly compartmental models are simulated with five diseases control strategies in order to identify the epidemic dynamics. The framework considers the life cycle of flies modeled into eggs, larvae, pupae, susceptible flies, and carrier flies, while the human system follows a compartment model as susceptible, infected, recovered, and back to susceptible again (SIRS). The relationships are modeled into an ordinary differential equation-based compartmental system. Then, the control parameters of the compartmental framework are analyzed. In order to propose effective control methods, five control strategies are considered: (1) elimination of flies’ breeding site, (2) sanitation, (3) installation of UV light trap, (4) good personal and food hygiene, and (5) water purification. Then, overall, ten control scenarios using the five control strategies are analyzed. Among them, effective control solutions considering various dynamic epidemiology are provided with the simulations and analyses. The proposed framework contributes to an effective control strategy in reducing the number of both flies and infected humans, since it minimizes the spread of the disease and considers cost-effectiveness.https://www.mdpi.com/1660-4601/17/16/5692dynamic epidemiologymultiple disease carriersdiarrheainfection process-based dynamic controlPontryagin’s maximum principle
collection DOAJ
language English
format Article
sources DOAJ
author Firda Rahmadani
Hyunsoo Lee
spellingShingle Firda Rahmadani
Hyunsoo Lee
Dynamic Model for the Epidemiology of Diarrhea and Simulation Considering Multiple Disease Carriers
International Journal of Environmental Research and Public Health
dynamic epidemiology
multiple disease carriers
diarrhea
infection process-based dynamic control
Pontryagin’s maximum principle
author_facet Firda Rahmadani
Hyunsoo Lee
author_sort Firda Rahmadani
title Dynamic Model for the Epidemiology of Diarrhea and Simulation Considering Multiple Disease Carriers
title_short Dynamic Model for the Epidemiology of Diarrhea and Simulation Considering Multiple Disease Carriers
title_full Dynamic Model for the Epidemiology of Diarrhea and Simulation Considering Multiple Disease Carriers
title_fullStr Dynamic Model for the Epidemiology of Diarrhea and Simulation Considering Multiple Disease Carriers
title_full_unstemmed Dynamic Model for the Epidemiology of Diarrhea and Simulation Considering Multiple Disease Carriers
title_sort dynamic model for the epidemiology of diarrhea and simulation considering multiple disease carriers
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2020-08-01
description Diarrhea is responsible for killing around 525,000 children every year, even though it is preventable and treatable. This research focuses on both houseflies’ roles and humans’ roles in carrying pathogens causing diarrhea as multiple disease carriers. Both human and fly compartmental models are simulated with five diseases control strategies in order to identify the epidemic dynamics. The framework considers the life cycle of flies modeled into eggs, larvae, pupae, susceptible flies, and carrier flies, while the human system follows a compartment model as susceptible, infected, recovered, and back to susceptible again (SIRS). The relationships are modeled into an ordinary differential equation-based compartmental system. Then, the control parameters of the compartmental framework are analyzed. In order to propose effective control methods, five control strategies are considered: (1) elimination of flies’ breeding site, (2) sanitation, (3) installation of UV light trap, (4) good personal and food hygiene, and (5) water purification. Then, overall, ten control scenarios using the five control strategies are analyzed. Among them, effective control solutions considering various dynamic epidemiology are provided with the simulations and analyses. The proposed framework contributes to an effective control strategy in reducing the number of both flies and infected humans, since it minimizes the spread of the disease and considers cost-effectiveness.
topic dynamic epidemiology
multiple disease carriers
diarrhea
infection process-based dynamic control
Pontryagin’s maximum principle
url https://www.mdpi.com/1660-4601/17/16/5692
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