The Effect of Vaccination Decision in Disease Modelling through Simulation

Infectious disease is one of the health issues that threatens the world population. The spread of infectious diseases can be controlled via vaccination program and self-isolation as suggested by the public health organization. The individuals’ incentives to take the control measures are depend o...

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Main Authors: Teoh, Shian Li, Jane, Labadin, Phang, Piau, Shapiee, Abd Rahman, Ling, Yeong Tyng
Format: Conference or Workshop Item
Language:English
Published: 2015
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Online Access:http://ir.unimas.my/id/eprint/13471/1/The%20Effect%20of%20Vaccination%20Decision%20in%20Disease%20%28abstract%29.pdf
http://ir.unimas.my/id/eprint/13471/
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spelling my.unimas.ir.134712017-02-14T06:47:40Z http://ir.unimas.my/id/eprint/13471/ The Effect of Vaccination Decision in Disease Modelling through Simulation Teoh, Shian Li Jane, Labadin Phang, Piau Shapiee, Abd Rahman Ling, Yeong Tyng T Technology (General) Infectious disease is one of the health issues that threatens the world population. The spread of infectious diseases can be controlled via vaccination program and self-isolation as suggested by the public health organization. The individuals’ incentives to take the control measures are depend on their fearfulness on the disease. This fearfulness or feeling of fear is associated with human behavior. Hence, the objective of this study is to incorporate human behavior in disease modeling. We also aimed to study the level of fearfulness in both subpopulations of receiving complete information and receiving incomplete information and its impact to the vaccination program. In this paper, a model is developed by using individualbased modelling approach to capture the human behavioral changes during disease outbreak. The analysis of the results presented the relationship between the fearfulness and the vaccination decision of the individual. Hence, the level of fearfulness needs to be examined in order to organize an effective vaccination program. 2015 Conference or Workshop Item NonPeerReviewed text en http://ir.unimas.my/id/eprint/13471/1/The%20Effect%20of%20Vaccination%20Decision%20in%20Disease%20%28abstract%29.pdf Teoh, Shian Li and Jane, Labadin and Phang, Piau and Shapiee, Abd Rahman and Ling, Yeong Tyng (2015) The Effect of Vaccination Decision in Disease Modelling through Simulation. In: 2015 9th International Conference on IT in Asia (CITA) : Transforming Big Data into Knowledge, 4-5 August 2015, Kuching, Sarawak Malaysia.
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Teoh, Shian Li
Jane, Labadin
Phang, Piau
Shapiee, Abd Rahman
Ling, Yeong Tyng
The Effect of Vaccination Decision in Disease Modelling through Simulation
description Infectious disease is one of the health issues that threatens the world population. The spread of infectious diseases can be controlled via vaccination program and self-isolation as suggested by the public health organization. The individuals’ incentives to take the control measures are depend on their fearfulness on the disease. This fearfulness or feeling of fear is associated with human behavior. Hence, the objective of this study is to incorporate human behavior in disease modeling. We also aimed to study the level of fearfulness in both subpopulations of receiving complete information and receiving incomplete information and its impact to the vaccination program. In this paper, a model is developed by using individualbased modelling approach to capture the human behavioral changes during disease outbreak. The analysis of the results presented the relationship between the fearfulness and the vaccination decision of the individual. Hence, the level of fearfulness needs to be examined in order to organize an effective vaccination program.
format Conference or Workshop Item
author Teoh, Shian Li
Jane, Labadin
Phang, Piau
Shapiee, Abd Rahman
Ling, Yeong Tyng
author_facet Teoh, Shian Li
Jane, Labadin
Phang, Piau
Shapiee, Abd Rahman
Ling, Yeong Tyng
author_sort Teoh, Shian Li
title The Effect of Vaccination Decision in Disease Modelling through Simulation
title_short The Effect of Vaccination Decision in Disease Modelling through Simulation
title_full The Effect of Vaccination Decision in Disease Modelling through Simulation
title_fullStr The Effect of Vaccination Decision in Disease Modelling through Simulation
title_full_unstemmed The Effect of Vaccination Decision in Disease Modelling through Simulation
title_sort effect of vaccination decision in disease modelling through simulation
publishDate 2015
url http://ir.unimas.my/id/eprint/13471/1/The%20Effect%20of%20Vaccination%20Decision%20in%20Disease%20%28abstract%29.pdf
http://ir.unimas.my/id/eprint/13471/
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score 13.214268