Cargando…
Investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: An evolutionary approach
During a pandemic event like the present COVID-19, self-quarantine, mask-wearing, hygiene maintenance, isolation, forced quarantine, and social distancing are the most effective nonpharmaceutical measures to control the epidemic when the vaccination and proper treatments are absent. In this study, w...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9257552/ https://www.ncbi.nlm.nih.gov/pubmed/35812766 http://dx.doi.org/10.1016/j.amc.2022.127365 |
_version_ | 1784741360446734336 |
---|---|
author | Khan, Md. Mamun-Ur-Rashid Arefin, Md. Rajib Tanimoto, Jun |
author_facet | Khan, Md. Mamun-Ur-Rashid Arefin, Md. Rajib Tanimoto, Jun |
author_sort | Khan, Md. Mamun-Ur-Rashid |
collection | PubMed |
description | During a pandemic event like the present COVID-19, self-quarantine, mask-wearing, hygiene maintenance, isolation, forced quarantine, and social distancing are the most effective nonpharmaceutical measures to control the epidemic when the vaccination and proper treatments are absent. In this study, we proposed an epidemiological model based on the SEIR dynamics along with the two interventions defined as self-quarantine and forced quarantine by human behavior dynamics. We consider a disease spreading through a population where some people can choose the self-quarantine option of paying some costs and be safer than the remaining ones. The remaining ones act normally and send to forced quarantine by the government if they get infected and symptomatic. The government pays the forced quarantine costs for individuals, and the government has a budget limit to treat the infected ones. Each intervention derived from the so-called behavior model has a dynamical equation that accounts for a proper balance between the costs for each case, the total budget, and the risk of infection. We show that the infection peak cannot be reduced if the authority does not enforce a proactive (quantified by a higher sensitivity parameter) intervention. While comparing the impact of both self- and forced quarantine provisions, our results demonstrate that the latter is more influential to reduce the disease prevalence and the social efficiency deficit (a gap between social optimum payoff and equilibrium payoff). |
format | Online Article Text |
id | pubmed-9257552 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92575522022-07-06 Investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: An evolutionary approach Khan, Md. Mamun-Ur-Rashid Arefin, Md. Rajib Tanimoto, Jun Appl Math Comput Article During a pandemic event like the present COVID-19, self-quarantine, mask-wearing, hygiene maintenance, isolation, forced quarantine, and social distancing are the most effective nonpharmaceutical measures to control the epidemic when the vaccination and proper treatments are absent. In this study, we proposed an epidemiological model based on the SEIR dynamics along with the two interventions defined as self-quarantine and forced quarantine by human behavior dynamics. We consider a disease spreading through a population where some people can choose the self-quarantine option of paying some costs and be safer than the remaining ones. The remaining ones act normally and send to forced quarantine by the government if they get infected and symptomatic. The government pays the forced quarantine costs for individuals, and the government has a budget limit to treat the infected ones. Each intervention derived from the so-called behavior model has a dynamical equation that accounts for a proper balance between the costs for each case, the total budget, and the risk of infection. We show that the infection peak cannot be reduced if the authority does not enforce a proactive (quantified by a higher sensitivity parameter) intervention. While comparing the impact of both self- and forced quarantine provisions, our results demonstrate that the latter is more influential to reduce the disease prevalence and the social efficiency deficit (a gap between social optimum payoff and equilibrium payoff). Elsevier Inc. 2022-11-01 2022-07-06 /pmc/articles/PMC9257552/ /pubmed/35812766 http://dx.doi.org/10.1016/j.amc.2022.127365 Text en © 2022 Elsevier Inc. All rights reserved. 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 Khan, Md. Mamun-Ur-Rashid Arefin, Md. Rajib Tanimoto, Jun Investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: An evolutionary approach |
title | Investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: An evolutionary approach |
title_full | Investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: An evolutionary approach |
title_fullStr | Investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: An evolutionary approach |
title_full_unstemmed | Investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: An evolutionary approach |
title_short | Investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: An evolutionary approach |
title_sort | investigating the trade-off between self-quarantine and forced quarantine provisions to control an epidemic: an evolutionary approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9257552/ https://www.ncbi.nlm.nih.gov/pubmed/35812766 http://dx.doi.org/10.1016/j.amc.2022.127365 |
work_keys_str_mv | AT khanmdmamunurrashid investigatingthetradeoffbetweenselfquarantineandforcedquarantineprovisionstocontrolanepidemicanevolutionaryapproach AT arefinmdrajib investigatingthetradeoffbetweenselfquarantineandforcedquarantineprovisionstocontrolanepidemicanevolutionaryapproach AT tanimotojun investigatingthetradeoffbetweenselfquarantineandforcedquarantineprovisionstocontrolanepidemicanevolutionaryapproach |