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The contribution of reduced COVID-19 test time in controlling the spread of the disease: A simulation-based approach

The novel coronavirus COVID-19 has known a large spread over the globe threatening human health. Recommendations from WHO and specialists insist on testing on a mass scale. However, health systems do not have enough resources. The current process requires the isolation of testees in the hospitals’ i...

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Autores principales: Frichi, Youness, Ben Kacem, Abderrahmane, Jawab, Fouad, Boutahari, Said, Kamach, Oualid, Chafik, Samir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PAGEPress Publications, Pavia, Italy 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8791018/
https://www.ncbi.nlm.nih.gov/pubmed/35126889
http://dx.doi.org/10.4081/jphia.2021.1455
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author Frichi, Youness
Ben Kacem, Abderrahmane
Jawab, Fouad
Boutahari, Said
Kamach, Oualid
Chafik, Samir
author_facet Frichi, Youness
Ben Kacem, Abderrahmane
Jawab, Fouad
Boutahari, Said
Kamach, Oualid
Chafik, Samir
author_sort Frichi, Youness
collection PubMed
description The novel coronavirus COVID-19 has known a large spread over the globe threatening human health. Recommendations from WHO and specialists insist on testing on a mass scale. However, health systems do not have enough resources. The current process requires the isolation of testees in the hospitals’ isolation rooms for several hours until the test results are revealed, limiting hospitals’ capacities to test large numbers of cases. The aim of this paper was to estimate the impact of reducing the COVID-19 test time on controlling the pandemic spread, through increasing hospitals’ capacities to test on a mass scale. First, a discrete-event simulation was used to model and simulate the COVID-19 testing process in Morocco. Second, a mathematical model was developed to demonstrate the effect of accurate identification of infected cases on controlling the disease’s spread. Simulation results showed that hospitals’ testing capacities could be increased six times if the test duration fell from 10 hours to 10 minutes. The reduction of test time would increase testing capacities, which help to identify all the infected cases. In contrast, the simulation results indicated that if the infected population is not accurately identified and no precautionary measures are taken, the virus will continue to spread until it reaches the total population. Reducing test time is a vital component of the response to the COVID-19 pandemic. It is essential for the effective implementation of policies to contain the virus.
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spelling pubmed-87910182022-02-04 The contribution of reduced COVID-19 test time in controlling the spread of the disease: A simulation-based approach Frichi, Youness Ben Kacem, Abderrahmane Jawab, Fouad Boutahari, Said Kamach, Oualid Chafik, Samir J Public Health Afr Article The novel coronavirus COVID-19 has known a large spread over the globe threatening human health. Recommendations from WHO and specialists insist on testing on a mass scale. However, health systems do not have enough resources. The current process requires the isolation of testees in the hospitals’ isolation rooms for several hours until the test results are revealed, limiting hospitals’ capacities to test large numbers of cases. The aim of this paper was to estimate the impact of reducing the COVID-19 test time on controlling the pandemic spread, through increasing hospitals’ capacities to test on a mass scale. First, a discrete-event simulation was used to model and simulate the COVID-19 testing process in Morocco. Second, a mathematical model was developed to demonstrate the effect of accurate identification of infected cases on controlling the disease’s spread. Simulation results showed that hospitals’ testing capacities could be increased six times if the test duration fell from 10 hours to 10 minutes. The reduction of test time would increase testing capacities, which help to identify all the infected cases. In contrast, the simulation results indicated that if the infected population is not accurately identified and no precautionary measures are taken, the virus will continue to spread until it reaches the total population. Reducing test time is a vital component of the response to the COVID-19 pandemic. It is essential for the effective implementation of policies to contain the virus. PAGEPress Publications, Pavia, Italy 2022-01-13 /pmc/articles/PMC8791018/ /pubmed/35126889 http://dx.doi.org/10.4081/jphia.2021.1455 Text en ©Copyright: the Author(s) https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution NonCommercial 4.0 License (CC BY-NC 4.0).
spellingShingle Article
Frichi, Youness
Ben Kacem, Abderrahmane
Jawab, Fouad
Boutahari, Said
Kamach, Oualid
Chafik, Samir
The contribution of reduced COVID-19 test time in controlling the spread of the disease: A simulation-based approach
title The contribution of reduced COVID-19 test time in controlling the spread of the disease: A simulation-based approach
title_full The contribution of reduced COVID-19 test time in controlling the spread of the disease: A simulation-based approach
title_fullStr The contribution of reduced COVID-19 test time in controlling the spread of the disease: A simulation-based approach
title_full_unstemmed The contribution of reduced COVID-19 test time in controlling the spread of the disease: A simulation-based approach
title_short The contribution of reduced COVID-19 test time in controlling the spread of the disease: A simulation-based approach
title_sort contribution of reduced covid-19 test time in controlling the spread of the disease: a simulation-based approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8791018/
https://www.ncbi.nlm.nih.gov/pubmed/35126889
http://dx.doi.org/10.4081/jphia.2021.1455
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