Campus reopening during the COVID-19: ODE-SIRD model

The education system went through major transformations and was adversely impacted when all schools and Higher Education Institutions (HEIs) were forced entirely to close due to the country dealing with the coronavirus disease 2019 (Covid-19) pandemic. This is now a phenomenon that significantly con...

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Main Authors: Shahirah Atikah, Mohamad Husnin, Norazaliza, Mohd Jamil, Khairul Salleh, Abdul Basit, Noryanti, Muhammad
Format: Article
Language:English
Published: Taylor's University 2023
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Online Access:http://umpir.ump.edu.my/id/eprint/38652/1/Campus%20reopening%20during%20the%20COVID-19-%20ODE-SIRD%20model.pdf
http://umpir.ump.edu.my/id/eprint/38652/
https://jestec.taylors.edu.my/Vol%2018%20Issue%203%20June%202023/18_3_21.pdf
https://jestec.taylors.edu.my/Vol%2018%20Issue%203%20June%202023/18_3_21.pdf
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spelling my.ump.umpir.386522023-09-19T06:45:08Z http://umpir.ump.edu.my/id/eprint/38652/ Campus reopening during the COVID-19: ODE-SIRD model Shahirah Atikah, Mohamad Husnin Norazaliza, Mohd Jamil Khairul Salleh, Abdul Basit Noryanti, Muhammad QA Mathematics RA Public aspects of medicine The education system went through major transformations and was adversely impacted when all schools and Higher Education Institutions (HEIs) were forced entirely to close due to the country dealing with the coronavirus disease 2019 (Covid-19) pandemic. This is now a phenomenon that significantly concerns people all over the world. Upon campus reopening, the outbreak will occur within the campus community, and the students might get infected. This paper proposed two types of mathematical models based on the Ordinary Differential EquationSusceptible-Infected-Recovered-Dead (ODE-SIRD) framework to study the impact of campus reopening on the dynamic of the outbreak, which are: i) constant epidemiological parameters and ii) time-dependent epidemiological parameters. Other than that, a sensitivity analysis of parameters is carried out to determine the relative influence of the model parameters on disease transmission. We applied this model to observe Covid-19 cases in the selected higher institute in Malaysia. In comparison, the results indicate that the models with timedependent rates better predict the progression of the Covid-19 outbreak. Hence, from this finding, the time-dependent function of epidemiological parameters should be included in a model for the Covid-19 outbreak related to campus reopening. The effect of lockdown time on the number of active cases is also investigated. In conclusion, the results help and improve in making a reasonable prediction about the infection's evolution of the outbreak. Taylor's University 2023-06 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/38652/1/Campus%20reopening%20during%20the%20COVID-19-%20ODE-SIRD%20model.pdf Shahirah Atikah, Mohamad Husnin and Norazaliza, Mohd Jamil and Khairul Salleh, Abdul Basit and Noryanti, Muhammad (2023) Campus reopening during the COVID-19: ODE-SIRD model. Journal of Engineering Science and Technology, 18 (3). 1650 -1669. ISSN 1823-4690. (Published) https://jestec.taylors.edu.my/Vol%2018%20Issue%203%20June%202023/18_3_21.pdf https://jestec.taylors.edu.my/Vol%2018%20Issue%203%20June%202023/18_3_21.pdf
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA Mathematics
RA Public aspects of medicine
spellingShingle QA Mathematics
RA Public aspects of medicine
Shahirah Atikah, Mohamad Husnin
Norazaliza, Mohd Jamil
Khairul Salleh, Abdul Basit
Noryanti, Muhammad
Campus reopening during the COVID-19: ODE-SIRD model
description The education system went through major transformations and was adversely impacted when all schools and Higher Education Institutions (HEIs) were forced entirely to close due to the country dealing with the coronavirus disease 2019 (Covid-19) pandemic. This is now a phenomenon that significantly concerns people all over the world. Upon campus reopening, the outbreak will occur within the campus community, and the students might get infected. This paper proposed two types of mathematical models based on the Ordinary Differential EquationSusceptible-Infected-Recovered-Dead (ODE-SIRD) framework to study the impact of campus reopening on the dynamic of the outbreak, which are: i) constant epidemiological parameters and ii) time-dependent epidemiological parameters. Other than that, a sensitivity analysis of parameters is carried out to determine the relative influence of the model parameters on disease transmission. We applied this model to observe Covid-19 cases in the selected higher institute in Malaysia. In comparison, the results indicate that the models with timedependent rates better predict the progression of the Covid-19 outbreak. Hence, from this finding, the time-dependent function of epidemiological parameters should be included in a model for the Covid-19 outbreak related to campus reopening. The effect of lockdown time on the number of active cases is also investigated. In conclusion, the results help and improve in making a reasonable prediction about the infection's evolution of the outbreak.
format Article
author Shahirah Atikah, Mohamad Husnin
Norazaliza, Mohd Jamil
Khairul Salleh, Abdul Basit
Noryanti, Muhammad
author_facet Shahirah Atikah, Mohamad Husnin
Norazaliza, Mohd Jamil
Khairul Salleh, Abdul Basit
Noryanti, Muhammad
author_sort Shahirah Atikah, Mohamad Husnin
title Campus reopening during the COVID-19: ODE-SIRD model
title_short Campus reopening during the COVID-19: ODE-SIRD model
title_full Campus reopening during the COVID-19: ODE-SIRD model
title_fullStr Campus reopening during the COVID-19: ODE-SIRD model
title_full_unstemmed Campus reopening during the COVID-19: ODE-SIRD model
title_sort campus reopening during the covid-19: ode-sird model
publisher Taylor's University
publishDate 2023
url http://umpir.ump.edu.my/id/eprint/38652/1/Campus%20reopening%20during%20the%20COVID-19-%20ODE-SIRD%20model.pdf
http://umpir.ump.edu.my/id/eprint/38652/
https://jestec.taylors.edu.my/Vol%2018%20Issue%203%20June%202023/18_3_21.pdf
https://jestec.taylors.edu.my/Vol%2018%20Issue%203%20June%202023/18_3_21.pdf
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score 13.214268