COVID-19 SEIRD AGE-STRUCTURED MODEL WITH LIMITED CAPACITY OF HEALTH FACILITIES AND VACCINATION

It has been more than a year that Covid-19 has become a pandemic with the number of active cases increasing every day. Various actions have been carried out as a form of prevention and intervention of this disease. Vaccination is the most anticipated step because it is considered to be able to incre...

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Main Author: Armeina, Diska
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/54759
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:54759
spelling id-itb.:547592021-05-31T10:41:53ZCOVID-19 SEIRD AGE-STRUCTURED MODEL WITH LIMITED CAPACITY OF HEALTH FACILITIES AND VACCINATION Armeina, Diska Indonesia Theses SEIRD model, age-structured, vaccination, medication INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/54759 It has been more than a year that Covid-19 has become a pandemic with the number of active cases increasing every day. Various actions have been carried out as a form of prevention and intervention of this disease. Vaccination is the most anticipated step because it is considered to be able to increase the body's immunity to suppress Covid-19 cases. However, the limited availability of vaccines requires readiness and strategic steps so that the objectives of vaccination can run effectively. In this study, a multi-group SEIRD model (Susceptible, Exposed, Infected, Recovered, Dead) was used with each compartment divided into 3 age classes, namely 0 - 19, 20 - 59 and> = 60 years and involved parameters of medication, vaccination and contact between age classes. The method used in determining the parameters in the model is by using the nonlinear least square method for Covid data in three provinces in Indonesia, namely West Java, DKI Jakarta and Central Java. The analysis was performed by observing the local and global stability of the disease-free ????0 equilibrium point. Simulations were also carried out to see the sensitivity of the parameters for medication, vaccination and vaccine efficacy. 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 It has been more than a year that Covid-19 has become a pandemic with the number of active cases increasing every day. Various actions have been carried out as a form of prevention and intervention of this disease. Vaccination is the most anticipated step because it is considered to be able to increase the body's immunity to suppress Covid-19 cases. However, the limited availability of vaccines requires readiness and strategic steps so that the objectives of vaccination can run effectively. In this study, a multi-group SEIRD model (Susceptible, Exposed, Infected, Recovered, Dead) was used with each compartment divided into 3 age classes, namely 0 - 19, 20 - 59 and> = 60 years and involved parameters of medication, vaccination and contact between age classes. The method used in determining the parameters in the model is by using the nonlinear least square method for Covid data in three provinces in Indonesia, namely West Java, DKI Jakarta and Central Java. The analysis was performed by observing the local and global stability of the disease-free ????0 equilibrium point. Simulations were also carried out to see the sensitivity of the parameters for medication, vaccination and vaccine efficacy.
format Theses
author Armeina, Diska
spellingShingle Armeina, Diska
COVID-19 SEIRD AGE-STRUCTURED MODEL WITH LIMITED CAPACITY OF HEALTH FACILITIES AND VACCINATION
author_facet Armeina, Diska
author_sort Armeina, Diska
title COVID-19 SEIRD AGE-STRUCTURED MODEL WITH LIMITED CAPACITY OF HEALTH FACILITIES AND VACCINATION
title_short COVID-19 SEIRD AGE-STRUCTURED MODEL WITH LIMITED CAPACITY OF HEALTH FACILITIES AND VACCINATION
title_full COVID-19 SEIRD AGE-STRUCTURED MODEL WITH LIMITED CAPACITY OF HEALTH FACILITIES AND VACCINATION
title_fullStr COVID-19 SEIRD AGE-STRUCTURED MODEL WITH LIMITED CAPACITY OF HEALTH FACILITIES AND VACCINATION
title_full_unstemmed COVID-19 SEIRD AGE-STRUCTURED MODEL WITH LIMITED CAPACITY OF HEALTH FACILITIES AND VACCINATION
title_sort covid-19 seird age-structured model with limited capacity of health facilities and vaccination
url https://digilib.itb.ac.id/gdl/view/54759
_version_ 1822001869991444480