COVID-19 DYNAMIC MODELLING WITH DIFFERENCE EQUATION ON PSBB SCENARIO IN WEST JAVA

COVID-19 has become a global pandemic for the past year. In Indonesia itself, especially in West Java, the first cases were recorded starting from March 1, 2020. The West Java government certainly provides various efforts to suppress the rate of virus transmission. PSBB, proportional PSBB, restri...

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Main Author: Daffa Alfaridzi, Muhammad
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/55952
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:55952
spelling id-itb.:559522021-06-20T11:57:14ZCOVID-19 DYNAMIC MODELLING WITH DIFFERENCE EQUATION ON PSBB SCENARIO IN WEST JAVA Daffa Alfaridzi, Muhammad Indonesia Final Project Model, COVID-19, West Java, Difference Equation INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/55952 COVID-19 has become a global pandemic for the past year. In Indonesia itself, especially in West Java, the first cases were recorded starting from March 1, 2020. The West Java government certainly provides various efforts to suppress the rate of virus transmission. PSBB, proportional PSBB, restrictions on community activities, restrictions on the use of public facilities, and the spread of vaccines in two stages, are some of the West Java government's efforts to minimalize the spread of COVID-19. The work of this final project seeks to provide an overview of the dynamics of COVID-19 in West Java and its relationship to local government policies, public attitudes towards the policies implemented, and the condition of medical treatment for this virus. It is hoped that this research will be able to provide knowledge on the level of government policy, community compliance, and health services, on the development of the number of COVID-19 cases in West Java. This research was conducted by forming a dynamic model of the COVID-19 case. The formation of the model implements the form of the 40-order differential equation with positive and negative feedback. This study has results in the form of daily and cumulative actual case models and daily and cumulative confirmed case models of COVID-19 in West Java. The model formed uses parameters that have a relationship with the dynamics of the daily and cumulative number of cases, the level of government intervention and community compliance. The model also accommodates a second-stage vaccine deployment. The model was successfully created by evaluating the R-squared metric of 0.9998 for the accumulative model and 0.7788 for the daily model. Evaluation of the MAPE metric shows a figure of 8.159% for the accumulative model which can be categorized as good, and 39.648% for the daily model which can be categorized as feasible 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 COVID-19 has become a global pandemic for the past year. In Indonesia itself, especially in West Java, the first cases were recorded starting from March 1, 2020. The West Java government certainly provides various efforts to suppress the rate of virus transmission. PSBB, proportional PSBB, restrictions on community activities, restrictions on the use of public facilities, and the spread of vaccines in two stages, are some of the West Java government's efforts to minimalize the spread of COVID-19. The work of this final project seeks to provide an overview of the dynamics of COVID-19 in West Java and its relationship to local government policies, public attitudes towards the policies implemented, and the condition of medical treatment for this virus. It is hoped that this research will be able to provide knowledge on the level of government policy, community compliance, and health services, on the development of the number of COVID-19 cases in West Java. This research was conducted by forming a dynamic model of the COVID-19 case. The formation of the model implements the form of the 40-order differential equation with positive and negative feedback. This study has results in the form of daily and cumulative actual case models and daily and cumulative confirmed case models of COVID-19 in West Java. The model formed uses parameters that have a relationship with the dynamics of the daily and cumulative number of cases, the level of government intervention and community compliance. The model also accommodates a second-stage vaccine deployment. The model was successfully created by evaluating the R-squared metric of 0.9998 for the accumulative model and 0.7788 for the daily model. Evaluation of the MAPE metric shows a figure of 8.159% for the accumulative model which can be categorized as good, and 39.648% for the daily model which can be categorized as feasible
format Final Project
author Daffa Alfaridzi, Muhammad
spellingShingle Daffa Alfaridzi, Muhammad
COVID-19 DYNAMIC MODELLING WITH DIFFERENCE EQUATION ON PSBB SCENARIO IN WEST JAVA
author_facet Daffa Alfaridzi, Muhammad
author_sort Daffa Alfaridzi, Muhammad
title COVID-19 DYNAMIC MODELLING WITH DIFFERENCE EQUATION ON PSBB SCENARIO IN WEST JAVA
title_short COVID-19 DYNAMIC MODELLING WITH DIFFERENCE EQUATION ON PSBB SCENARIO IN WEST JAVA
title_full COVID-19 DYNAMIC MODELLING WITH DIFFERENCE EQUATION ON PSBB SCENARIO IN WEST JAVA
title_fullStr COVID-19 DYNAMIC MODELLING WITH DIFFERENCE EQUATION ON PSBB SCENARIO IN WEST JAVA
title_full_unstemmed COVID-19 DYNAMIC MODELLING WITH DIFFERENCE EQUATION ON PSBB SCENARIO IN WEST JAVA
title_sort covid-19 dynamic modelling with difference equation on psbb scenario in west java
url https://digilib.itb.ac.id/gdl/view/55952
_version_ 1822930050843934720