Determination of weights for health-related quality of life indicators among ischemic heart disease patients: A fuzzy decision-making method / Siti Hawa Baharuddin

One of the significant cunent discussions in the health fraternity is about Health-Related Quality of Life (HRQoL). It consists of multidimensional indicators and serves the purpose of evaluating health quality among patients. Patients’ perceptions of the impact of disease and treatment and the indi...

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Main Author: Baharuddin, Siti Hawa
Format: Thesis
Language:English
Published: 2018
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Online Access:https://ir.uitm.edu.my/id/eprint/40001/1/40001.pdf
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spelling my-uitm-ir.400012020-12-29T09:36:00Z Determination of weights for health-related quality of life indicators among ischemic heart disease patients: A fuzzy decision-making method / Siti Hawa Baharuddin 2018-06 Baharuddin, Siti Hawa Mathematical statistics. Probabilities Analysis Electronic Computers. Computer Science Algorithms One of the significant cunent discussions in the health fraternity is about Health-Related Quality of Life (HRQoL). It consists of multidimensional indicators and serves the purpose of evaluating health quality among patients. Patients’ perceptions of the impact of disease and treatment and the indicators such as physical, psychological, social function and wellbeing are investigated. However, there is no clear suggestions of which indicators contributed more than other because the arbitrary nature of HRQoL paves the way for fuzzy theory in evaluation of indicators. This paper described the application of fuzzy decision making method in ranking indicators of HRQoL among Ischemic Heart Disease patients. Four experts in health fraternity were selected as decision makers to extract information about health related status of Ischemic Heart disease (IHD) patients over eight indicators of HRQoL. The decision makers were required to rate the regularity of experiencing health-related problems in linguistic judgement among the patients. The five linguistic variables are the input data to a modified version of Fuzzy Simple Additive Weight decision making model. The modified six-step method was possible to tap the extent of decision maker’s opinions on the severity of HRQoL experienced by the patients. It is shown from this study that social functioning recorded the highest problematic level while the indicator of role-physical recorded the lowest problematic level experienced by the IHD patients. The ranking obtained indicates the impact of the indicators to health quality specifically the Ischemic Heart Disease (IHD) patients. 2018-06 Thesis https://ir.uitm.edu.my/id/eprint/40001/ https://ir.uitm.edu.my/id/eprint/40001/1/40001.pdf text en public degree Universiti Teknologi MARA Faculty of Computer and Mathematical Sciences Abdullah, Nur Solihah Khadhiah
institution Universiti Teknologi MARA
collection UiTM Institutional Repository
language English
advisor Abdullah, Nur Solihah Khadhiah
topic Mathematical statistics
Probabilities
Analysis
Mathematical statistics
Probabilities
Algorithms
spellingShingle Mathematical statistics
Probabilities
Analysis
Mathematical statistics
Probabilities
Algorithms
Baharuddin, Siti Hawa
Determination of weights for health-related quality of life indicators among ischemic heart disease patients: A fuzzy decision-making method / Siti Hawa Baharuddin
description One of the significant cunent discussions in the health fraternity is about Health-Related Quality of Life (HRQoL). It consists of multidimensional indicators and serves the purpose of evaluating health quality among patients. Patients’ perceptions of the impact of disease and treatment and the indicators such as physical, psychological, social function and wellbeing are investigated. However, there is no clear suggestions of which indicators contributed more than other because the arbitrary nature of HRQoL paves the way for fuzzy theory in evaluation of indicators. This paper described the application of fuzzy decision making method in ranking indicators of HRQoL among Ischemic Heart Disease patients. Four experts in health fraternity were selected as decision makers to extract information about health related status of Ischemic Heart disease (IHD) patients over eight indicators of HRQoL. The decision makers were required to rate the regularity of experiencing health-related problems in linguistic judgement among the patients. The five linguistic variables are the input data to a modified version of Fuzzy Simple Additive Weight decision making model. The modified six-step method was possible to tap the extent of decision maker’s opinions on the severity of HRQoL experienced by the patients. It is shown from this study that social functioning recorded the highest problematic level while the indicator of role-physical recorded the lowest problematic level experienced by the IHD patients. The ranking obtained indicates the impact of the indicators to health quality specifically the Ischemic Heart Disease (IHD) patients.
format Thesis
qualification_level Bachelor degree
author Baharuddin, Siti Hawa
author_facet Baharuddin, Siti Hawa
author_sort Baharuddin, Siti Hawa
title Determination of weights for health-related quality of life indicators among ischemic heart disease patients: A fuzzy decision-making method / Siti Hawa Baharuddin
title_short Determination of weights for health-related quality of life indicators among ischemic heart disease patients: A fuzzy decision-making method / Siti Hawa Baharuddin
title_full Determination of weights for health-related quality of life indicators among ischemic heart disease patients: A fuzzy decision-making method / Siti Hawa Baharuddin
title_fullStr Determination of weights for health-related quality of life indicators among ischemic heart disease patients: A fuzzy decision-making method / Siti Hawa Baharuddin
title_full_unstemmed Determination of weights for health-related quality of life indicators among ischemic heart disease patients: A fuzzy decision-making method / Siti Hawa Baharuddin
title_sort determination of weights for health-related quality of life indicators among ischemic heart disease patients: a fuzzy decision-making method / siti hawa baharuddin
granting_institution Universiti Teknologi MARA
granting_department Faculty of Computer and Mathematical Sciences
publishDate 2018
url https://ir.uitm.edu.my/id/eprint/40001/1/40001.pdf
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