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Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19
COVID-19 is a world pandemic that has affected and continues to affect the social lives of people. Due to its social and economic impact, different countries imposed preventive measures that are aimed at reducing the transmission of the disease. Such control measures include physical distancing, qua...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776437/ https://www.ncbi.nlm.nih.gov/pubmed/35069795 http://dx.doi.org/10.1155/2022/7772263 |
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author | Paul, James Nicodemus Mirau, Silas Steven Mbalawata, Isambi Sailon |
author_facet | Paul, James Nicodemus Mirau, Silas Steven Mbalawata, Isambi Sailon |
author_sort | Paul, James Nicodemus |
collection | PubMed |
description | COVID-19 is a world pandemic that has affected and continues to affect the social lives of people. Due to its social and economic impact, different countries imposed preventive measures that are aimed at reducing the transmission of the disease. Such control measures include physical distancing, quarantine, hand-washing, travel and boarder restrictions, lockdown, and the use of hand sanitizers. Quarantine, out of the aforementioned control measures, is considered to be more stressful for people to manage. When people are stressed, their body immunity becomes weak, which leads to multiplying of coronavirus within the body. Therefore, a mathematical model consisting of six compartments, Susceptible-Exposed-Quarantine-Infectious-Hospitalized-Recovered (SEQIHR) was developed, aimed at showing the impact of stress on the transmission of COVID-19 disease. From the model formulated, the positivity, bounded region, existence, uniqueness of the solution, the model existence of free and endemic equilibrium points, and local and global stability were theoretically proved. The basic reproduction number (R(0)) was derived by using the next-generation matrix method, which shows that, when R(0) < 1, the disease-free equilibrium is globally asymptotically stable whereas when R(0) > 1 the endemic equilibrium is globally asymptotically stable. Moreover, the Partial Rank Correlation Coefficient (PRCC) method was used to study the correlation between model parameters and R(0). Numerically, the SEQIHR model was solved by using the Rung-Kutta fourth-order method, while the least square method was used for parameter identifiability. Furthermore, graphical presentation revealed that when the mental health of an individual is good, the body immunity becomes strong and hence minimizes the infection. Conclusively, the control parameters have a significant impact in reducing the transmission of COVID-19. |
format | Online Article Text |
id | pubmed-8776437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-87764372022-01-21 Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19 Paul, James Nicodemus Mirau, Silas Steven Mbalawata, Isambi Sailon Comput Math Methods Med Research Article COVID-19 is a world pandemic that has affected and continues to affect the social lives of people. Due to its social and economic impact, different countries imposed preventive measures that are aimed at reducing the transmission of the disease. Such control measures include physical distancing, quarantine, hand-washing, travel and boarder restrictions, lockdown, and the use of hand sanitizers. Quarantine, out of the aforementioned control measures, is considered to be more stressful for people to manage. When people are stressed, their body immunity becomes weak, which leads to multiplying of coronavirus within the body. Therefore, a mathematical model consisting of six compartments, Susceptible-Exposed-Quarantine-Infectious-Hospitalized-Recovered (SEQIHR) was developed, aimed at showing the impact of stress on the transmission of COVID-19 disease. From the model formulated, the positivity, bounded region, existence, uniqueness of the solution, the model existence of free and endemic equilibrium points, and local and global stability were theoretically proved. The basic reproduction number (R(0)) was derived by using the next-generation matrix method, which shows that, when R(0) < 1, the disease-free equilibrium is globally asymptotically stable whereas when R(0) > 1 the endemic equilibrium is globally asymptotically stable. Moreover, the Partial Rank Correlation Coefficient (PRCC) method was used to study the correlation between model parameters and R(0). Numerically, the SEQIHR model was solved by using the Rung-Kutta fourth-order method, while the least square method was used for parameter identifiability. Furthermore, graphical presentation revealed that when the mental health of an individual is good, the body immunity becomes strong and hence minimizes the infection. Conclusively, the control parameters have a significant impact in reducing the transmission of COVID-19. Hindawi 2022-01-13 /pmc/articles/PMC8776437/ /pubmed/35069795 http://dx.doi.org/10.1155/2022/7772263 Text en Copyright © 2022 James Nicodemus Paul et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Paul, James Nicodemus Mirau, Silas Steven Mbalawata, Isambi Sailon Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19 |
title | Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19 |
title_full | Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19 |
title_fullStr | Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19 |
title_full_unstemmed | Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19 |
title_short | Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19 |
title_sort | mathematical approach to investigate stress due to control measures to curb covid-19 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776437/ https://www.ncbi.nlm.nih.gov/pubmed/35069795 http://dx.doi.org/10.1155/2022/7772263 |
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