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Optimal control and comprehensive cost-effectiveness analysis for COVID-19
Cost-effectiveness analysis is a mode of determining both the cost and economic health outcomes of one or more control interventions. In this work, we have formulated a non-autonomous nonlinear deterministic model to study the control of COVID-19 to unravel the cost and economic health outcomes for...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier B.V.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8760146/ https://www.ncbi.nlm.nih.gov/pubmed/35070649 http://dx.doi.org/10.1016/j.rinp.2022.105177 |
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author | Asamoah, Joshua Kiddy K. Okyere, Eric Abidemi, Afeez Moore, Stephen E. Sun, Gui-Quan Jin, Zhen Acheampong, Edward Gordon, Joseph Frank |
author_facet | Asamoah, Joshua Kiddy K. Okyere, Eric Abidemi, Afeez Moore, Stephen E. Sun, Gui-Quan Jin, Zhen Acheampong, Edward Gordon, Joseph Frank |
author_sort | Asamoah, Joshua Kiddy K. |
collection | PubMed |
description | Cost-effectiveness analysis is a mode of determining both the cost and economic health outcomes of one or more control interventions. In this work, we have formulated a non-autonomous nonlinear deterministic model to study the control of COVID-19 to unravel the cost and economic health outcomes for the autonomous nonlinear model proposed for the Kingdom of Saudi Arabia. We calculated the strength number and noticed the strength number is less than zero, meaning the proposed model does not capture multiple waves, hence to capture multiple wave new compartmental model may require for the Kingdom of Saudi Arabia. We proposed an optimal control problem based on a previously studied model and proved the existence of the proposed optimal control model. The optimality system associated with the non-autonomous epidemic model is derived using Pontryagin’s maximum principle. The optimal control model captures four time-dependent control functions, thus, [Formula: see text]-practising physical or social distancing protocols; [Formula: see text]-practising personal hygiene by cleaning contaminated surfaces with alcohol-based detergents; [Formula: see text]-practising proper and safety measures by exposed, asymptomatic and symptomatic infected individuals; [Formula: see text]-fumigating schools in all levels of education, sports facilities, commercial areas and religious worship centres. We have performed numerical simulations to investigate extensive cost-effectiveness analysis for fourteen optimal control strategies. Comparing the control strategies, we noticed that; Strategy 1 (practising physical or social distancing protocols) is the most cost-saving and most effective control intervention in Saudi Arabia in the absence of vaccination. But, in terms of the infection averted, we saw that strategy 6, strategy 11, strategy 12, and strategy 14 are just as good in controlling COVID-19. |
format | Online Article Text |
id | pubmed-8760146 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Authors. Published by Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87601462022-01-18 Optimal control and comprehensive cost-effectiveness analysis for COVID-19 Asamoah, Joshua Kiddy K. Okyere, Eric Abidemi, Afeez Moore, Stephen E. Sun, Gui-Quan Jin, Zhen Acheampong, Edward Gordon, Joseph Frank Results Phys Article Cost-effectiveness analysis is a mode of determining both the cost and economic health outcomes of one or more control interventions. In this work, we have formulated a non-autonomous nonlinear deterministic model to study the control of COVID-19 to unravel the cost and economic health outcomes for the autonomous nonlinear model proposed for the Kingdom of Saudi Arabia. We calculated the strength number and noticed the strength number is less than zero, meaning the proposed model does not capture multiple waves, hence to capture multiple wave new compartmental model may require for the Kingdom of Saudi Arabia. We proposed an optimal control problem based on a previously studied model and proved the existence of the proposed optimal control model. The optimality system associated with the non-autonomous epidemic model is derived using Pontryagin’s maximum principle. The optimal control model captures four time-dependent control functions, thus, [Formula: see text]-practising physical or social distancing protocols; [Formula: see text]-practising personal hygiene by cleaning contaminated surfaces with alcohol-based detergents; [Formula: see text]-practising proper and safety measures by exposed, asymptomatic and symptomatic infected individuals; [Formula: see text]-fumigating schools in all levels of education, sports facilities, commercial areas and religious worship centres. We have performed numerical simulations to investigate extensive cost-effectiveness analysis for fourteen optimal control strategies. Comparing the control strategies, we noticed that; Strategy 1 (practising physical or social distancing protocols) is the most cost-saving and most effective control intervention in Saudi Arabia in the absence of vaccination. But, in terms of the infection averted, we saw that strategy 6, strategy 11, strategy 12, and strategy 14 are just as good in controlling COVID-19. The Authors. Published by Elsevier B.V. 2022-02 2022-01-15 /pmc/articles/PMC8760146/ /pubmed/35070649 http://dx.doi.org/10.1016/j.rinp.2022.105177 Text en © 2022 The Authors Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Asamoah, Joshua Kiddy K. Okyere, Eric Abidemi, Afeez Moore, Stephen E. Sun, Gui-Quan Jin, Zhen Acheampong, Edward Gordon, Joseph Frank Optimal control and comprehensive cost-effectiveness analysis for COVID-19 |
title | Optimal control and comprehensive cost-effectiveness analysis for COVID-19 |
title_full | Optimal control and comprehensive cost-effectiveness analysis for COVID-19 |
title_fullStr | Optimal control and comprehensive cost-effectiveness analysis for COVID-19 |
title_full_unstemmed | Optimal control and comprehensive cost-effectiveness analysis for COVID-19 |
title_short | Optimal control and comprehensive cost-effectiveness analysis for COVID-19 |
title_sort | optimal control and comprehensive cost-effectiveness analysis for covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8760146/ https://www.ncbi.nlm.nih.gov/pubmed/35070649 http://dx.doi.org/10.1016/j.rinp.2022.105177 |
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