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Infectious Disease Modeling with Socio-Viral Behavioral Aspects—Lessons Learned from the Spread of SARS-CoV-2 in a University

When it comes to understanding the spread of COVID-19, recent studies have shown that pathogens can be transmitted in two ways: direct contact and airborne pathogens. While the former is strongly related to the distancing behavior of people in society, the latter are associated with the length of th...

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Autores principales: Nuraini, Nuning, Sukandar, Kamal Khairudin, Tahu, Maria Yulita Trida, Giri-Rachman, Ernawati Arifin, Barlian, Anggraini, Suhardi, Sri Harjati, Pasaribu, Udjianna Sekteria, Yuliar, Sonny, Mudhakir, Diky, Ariesyady, Herto Dwi, Rosleine, Dian, Sofyan, Iyan, Martokusumo, Widjaja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608982/
https://www.ncbi.nlm.nih.gov/pubmed/36288030
http://dx.doi.org/10.3390/tropicalmed7100289
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author Nuraini, Nuning
Sukandar, Kamal Khairudin
Tahu, Maria Yulita Trida
Giri-Rachman, Ernawati Arifin
Barlian, Anggraini
Suhardi, Sri Harjati
Pasaribu, Udjianna Sekteria
Yuliar, Sonny
Mudhakir, Diky
Ariesyady, Herto Dwi
Rosleine, Dian
Sofyan, Iyan
Martokusumo, Widjaja
author_facet Nuraini, Nuning
Sukandar, Kamal Khairudin
Tahu, Maria Yulita Trida
Giri-Rachman, Ernawati Arifin
Barlian, Anggraini
Suhardi, Sri Harjati
Pasaribu, Udjianna Sekteria
Yuliar, Sonny
Mudhakir, Diky
Ariesyady, Herto Dwi
Rosleine, Dian
Sofyan, Iyan
Martokusumo, Widjaja
author_sort Nuraini, Nuning
collection PubMed
description When it comes to understanding the spread of COVID-19, recent studies have shown that pathogens can be transmitted in two ways: direct contact and airborne pathogens. While the former is strongly related to the distancing behavior of people in society, the latter are associated with the length of the period in which the airborne pathogens remain active. Considering those facts, we constructed a compartmental model with a time-dependent transmission rate that incorporates the two sources of infection. This paper provides an analytical and numerical study of the model that validates trivial insights related to disease spread in a responsive society. As a case study, we applied the model to the COVID-19 spread data from a university environment, namely, the Institut Teknologi Bandung, Indonesia, during its early reopening stage, with a constant number of students. The results show a significant fit between the rendered model and the recorded cases of infections. The extrapolated trajectories indicate the resurgence of cases as students’ interaction distance approaches its natural level. The assessment of several strategies is undertaken in this study in order to assist with the school reopening process.
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spelling pubmed-96089822022-10-28 Infectious Disease Modeling with Socio-Viral Behavioral Aspects—Lessons Learned from the Spread of SARS-CoV-2 in a University Nuraini, Nuning Sukandar, Kamal Khairudin Tahu, Maria Yulita Trida Giri-Rachman, Ernawati Arifin Barlian, Anggraini Suhardi, Sri Harjati Pasaribu, Udjianna Sekteria Yuliar, Sonny Mudhakir, Diky Ariesyady, Herto Dwi Rosleine, Dian Sofyan, Iyan Martokusumo, Widjaja Trop Med Infect Dis Article When it comes to understanding the spread of COVID-19, recent studies have shown that pathogens can be transmitted in two ways: direct contact and airborne pathogens. While the former is strongly related to the distancing behavior of people in society, the latter are associated with the length of the period in which the airborne pathogens remain active. Considering those facts, we constructed a compartmental model with a time-dependent transmission rate that incorporates the two sources of infection. This paper provides an analytical and numerical study of the model that validates trivial insights related to disease spread in a responsive society. As a case study, we applied the model to the COVID-19 spread data from a university environment, namely, the Institut Teknologi Bandung, Indonesia, during its early reopening stage, with a constant number of students. The results show a significant fit between the rendered model and the recorded cases of infections. The extrapolated trajectories indicate the resurgence of cases as students’ interaction distance approaches its natural level. The assessment of several strategies is undertaken in this study in order to assist with the school reopening process. MDPI 2022-10-09 /pmc/articles/PMC9608982/ /pubmed/36288030 http://dx.doi.org/10.3390/tropicalmed7100289 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nuraini, Nuning
Sukandar, Kamal Khairudin
Tahu, Maria Yulita Trida
Giri-Rachman, Ernawati Arifin
Barlian, Anggraini
Suhardi, Sri Harjati
Pasaribu, Udjianna Sekteria
Yuliar, Sonny
Mudhakir, Diky
Ariesyady, Herto Dwi
Rosleine, Dian
Sofyan, Iyan
Martokusumo, Widjaja
Infectious Disease Modeling with Socio-Viral Behavioral Aspects—Lessons Learned from the Spread of SARS-CoV-2 in a University
title Infectious Disease Modeling with Socio-Viral Behavioral Aspects—Lessons Learned from the Spread of SARS-CoV-2 in a University
title_full Infectious Disease Modeling with Socio-Viral Behavioral Aspects—Lessons Learned from the Spread of SARS-CoV-2 in a University
title_fullStr Infectious Disease Modeling with Socio-Viral Behavioral Aspects—Lessons Learned from the Spread of SARS-CoV-2 in a University
title_full_unstemmed Infectious Disease Modeling with Socio-Viral Behavioral Aspects—Lessons Learned from the Spread of SARS-CoV-2 in a University
title_short Infectious Disease Modeling with Socio-Viral Behavioral Aspects—Lessons Learned from the Spread of SARS-CoV-2 in a University
title_sort infectious disease modeling with socio-viral behavioral aspects—lessons learned from the spread of sars-cov-2 in a university
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608982/
https://www.ncbi.nlm.nih.gov/pubmed/36288030
http://dx.doi.org/10.3390/tropicalmed7100289
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