SIMULATION OF THE VACCINATION OF COVID-19 MODEL IN DKI JAKARTA

In this study, the information of how long the Covid-19 vaccination program should be conducted was provided as one of the mitigation efforts to Covid-19 outbreak in DKI Jakarta. The period of vaccination program would be implemented according to the number of immune populations that resulted fro...

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主要作者: Atlant Tungga, Rifaldy
格式: Theses
語言:Indonesia
在線閱讀:https://digilib.itb.ac.id/gdl/view/65003
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機構: Institut Teknologi Bandung
語言: Indonesia
id id-itb.:65003
spelling id-itb.:650032022-06-20T08:26:53ZSIMULATION OF THE VACCINATION OF COVID-19 MODEL IN DKI JAKARTA Atlant Tungga, Rifaldy Indonesia Theses Covid-19, Immunity, Herd-Immunity, Richard Curve, Vaccination INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/65003 In this study, the information of how long the Covid-19 vaccination program should be conducted was provided as one of the mitigation efforts to Covid-19 outbreak in DKI Jakarta. The period of vaccination program would be implemented according to the number of immune populations that resulted from vaccination or recovery following infection. In practice, an SIR (Susceptible, Infected, Recovered) model that encompassed vaccination and re-infection factors was created. In this article, the unrecorded number of daily infections was estimated in order to obtain aptly accurate results. It became a concern since the government had not entirely recorded the latest daily infection data. The estimation was conducted based on the positivity rate obtained from the government’s data. The solution of each compartment was determined based on the Richard curves function. According to the results, the number of latest daily infections of I(t) obtained from the model indicates the same trend as that of daily infections data. The correlation between positivity rate and daily active cases as well as the correlation between ?(t) and daily active cases give a good correlation coefficient number. According to the numerical simulation, DKI Jakarta has achieved the herd-immunity level since october 2021. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description In this study, the information of how long the Covid-19 vaccination program should be conducted was provided as one of the mitigation efforts to Covid-19 outbreak in DKI Jakarta. The period of vaccination program would be implemented according to the number of immune populations that resulted from vaccination or recovery following infection. In practice, an SIR (Susceptible, Infected, Recovered) model that encompassed vaccination and re-infection factors was created. In this article, the unrecorded number of daily infections was estimated in order to obtain aptly accurate results. It became a concern since the government had not entirely recorded the latest daily infection data. The estimation was conducted based on the positivity rate obtained from the government’s data. The solution of each compartment was determined based on the Richard curves function. According to the results, the number of latest daily infections of I(t) obtained from the model indicates the same trend as that of daily infections data. The correlation between positivity rate and daily active cases as well as the correlation between ?(t) and daily active cases give a good correlation coefficient number. According to the numerical simulation, DKI Jakarta has achieved the herd-immunity level since october 2021.
format Theses
author Atlant Tungga, Rifaldy
spellingShingle Atlant Tungga, Rifaldy
SIMULATION OF THE VACCINATION OF COVID-19 MODEL IN DKI JAKARTA
author_facet Atlant Tungga, Rifaldy
author_sort Atlant Tungga, Rifaldy
title SIMULATION OF THE VACCINATION OF COVID-19 MODEL IN DKI JAKARTA
title_short SIMULATION OF THE VACCINATION OF COVID-19 MODEL IN DKI JAKARTA
title_full SIMULATION OF THE VACCINATION OF COVID-19 MODEL IN DKI JAKARTA
title_fullStr SIMULATION OF THE VACCINATION OF COVID-19 MODEL IN DKI JAKARTA
title_full_unstemmed SIMULATION OF THE VACCINATION OF COVID-19 MODEL IN DKI JAKARTA
title_sort simulation of the vaccination of covid-19 model in dki jakarta
url https://digilib.itb.ac.id/gdl/view/65003
_version_ 1823647893484994560