A Simple Modelling of Microscopic Epidemic Process with Two Vaccine Doses on a Synthesized Human Interaction Network
In this study, we illustrate the incorporation of two vaccine doses into a discrete SIR model to aid in the decision-making process for optimal vaccination strategies. We present a basic model of a human interaction network synthesized to depict social contacts within a population, taking into accou...
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| Format: | Article |
| Language: | English |
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Indonesian Bio-Mathematical Society
2024-06-01
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| Series: | Communication in Biomathematical Sciences |
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| Online Access: | https://journals.itb.ac.id/index.php/cbms/article/view/23329 |
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| author | Seprianus Nuning Nuraini Suhadi Wido Saputro |
| author_facet | Seprianus Nuning Nuraini Suhadi Wido Saputro |
| author_sort | Seprianus |
| collection | DOAJ |
| description | In this study, we illustrate the incorporation of two vaccine doses into a discrete SIR model to aid in the decision-making process for optimal vaccination strategies. We present a basic model of a human interaction network synthesized to depict social contacts within a population, taking into account the number of connections and the level of interaction among individuals. Under a limited number of available vaccine doses, we explore various vaccination scenarios considering factors such as the distribution of vaccines, the proportion of vaccinated individuals, and the timing of vaccination commencement. Our research demonstrates that the most effective vaccination strategy, which focuses on re-characterized hubs or redefining the individual who has high connectivity, will cover fewer individuals and result in the smallest total number of infected individuals. |
| format | Article |
| id | doaj-art-1ebeee96605547089c8b3667c919c776 |
| institution | OA Journals |
| issn | 2549-2896 |
| language | English |
| publishDate | 2024-06-01 |
| publisher | Indonesian Bio-Mathematical Society |
| record_format | Article |
| series | Communication in Biomathematical Sciences |
| spelling | doaj-art-1ebeee96605547089c8b3667c919c7762025-08-20T01:48:10ZengIndonesian Bio-Mathematical SocietyCommunication in Biomathematical Sciences2549-28962024-06-017110612310.5614/cbms.2024.7.1.623927A Simple Modelling of Microscopic Epidemic Process with Two Vaccine Doses on a Synthesized Human Interaction NetworkSeprianus0Nuning Nuraini1Suhadi Wido Saputro2Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Bandung, 40132, IndonesiaFaculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Bandung, 40132, IndonesiaFaculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Bandung, 40132, IndonesiaIn this study, we illustrate the incorporation of two vaccine doses into a discrete SIR model to aid in the decision-making process for optimal vaccination strategies. We present a basic model of a human interaction network synthesized to depict social contacts within a population, taking into account the number of connections and the level of interaction among individuals. Under a limited number of available vaccine doses, we explore various vaccination scenarios considering factors such as the distribution of vaccines, the proportion of vaccinated individuals, and the timing of vaccination commencement. Our research demonstrates that the most effective vaccination strategy, which focuses on re-characterized hubs or redefining the individual who has high connectivity, will cover fewer individuals and result in the smallest total number of infected individuals.https://journals.itb.ac.id/index.php/cbms/article/view/23329two doses vaccinationsynthesized human interaction networkmicroscopic epidemic |
| spellingShingle | Seprianus Nuning Nuraini Suhadi Wido Saputro A Simple Modelling of Microscopic Epidemic Process with Two Vaccine Doses on a Synthesized Human Interaction Network Communication in Biomathematical Sciences two doses vaccination synthesized human interaction network microscopic epidemic |
| title | A Simple Modelling of Microscopic Epidemic Process with Two Vaccine Doses on a Synthesized Human Interaction Network |
| title_full | A Simple Modelling of Microscopic Epidemic Process with Two Vaccine Doses on a Synthesized Human Interaction Network |
| title_fullStr | A Simple Modelling of Microscopic Epidemic Process with Two Vaccine Doses on a Synthesized Human Interaction Network |
| title_full_unstemmed | A Simple Modelling of Microscopic Epidemic Process with Two Vaccine Doses on a Synthesized Human Interaction Network |
| title_short | A Simple Modelling of Microscopic Epidemic Process with Two Vaccine Doses on a Synthesized Human Interaction Network |
| title_sort | simple modelling of microscopic epidemic process with two vaccine doses on a synthesized human interaction network |
| topic | two doses vaccination synthesized human interaction network microscopic epidemic |
| url | https://journals.itb.ac.id/index.php/cbms/article/view/23329 |
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