Multi-Criteria Decision Analysis in Diabetes Mellitus: A Systematic Literature Review

Authors

  • Noor Azura Zakaria Department of Computer Science, Kulliyyah of Information and Communication Technology, International Islamic University Malaysia, 50728 Kuala Lumpur, Malaysia
  • Abdul Hadi Said Department of Family Medicine, Kulliyyah of Medicine, International Islamic University Malaysia, 25200 Kuantan, Pahang, Malaysia
  • Amelia Ritahani Ismail Department of Computer Science, Kulliyyah of Information and Communication Technology, International Islamic University Malaysia, 50728 Kuala Lumpur, Malaysia
  • Taniza Tajuddin Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, 08400 Merbok, Kedah, Malaysia
  • Muhammad Qomarul Huda Department of Information Systems, Syarif Hidayatullah Jakarta Islamic State University, Kota Tangerang Selatan, Banten 15412, Indonesia
  • Zeldi Suryady Telekom Malaysia Research & Development Sdn Bhd (TM RnD), Lingkaran Teknorat Timur, 63000 Cyberjaya, Selangor, Malaysia

DOI:

https://doi.org/10.37934/araset.56.2.158170

Keywords:

Multi-criteria decision analysis, Diabetes mellitus, Systematic literature review

Abstract

Decision-making process for diabetes patients is crucial and requires careful attention since it will impact the patient’s safety and overall quality of care. There are many criteria that should be considered by the doctor or healthcare practitioners in making the decisions which make it more difficult for them. Therefore, a standard mechanism should be taken to ensure the consistency of the judgement for diabetes management. Multi-Criteria Decision Analysis (MCDA) is one of the approaches that can be used to produce a precise judgment with multiple factors. The aim of this study is to conduct a Systematic Literature Review (SLR) to examine the MCDA studies in diabetes mellitus domain which until now has been understudied. From 35 studies, further investigations were conducted in terms of the criteria for decision-making process, Multi-Criteria Decision Analysis (MCDA) techniques and evaluation techniques employed in the diabetes mellitus management. This study can be a fundamental reference for researchers, medical doctors and healthcare practitioners in diabetes mellitus management. In addition, researchers in MCDA also can benefit from this study to further improve the technique by incorporating the criteria to ensure that it can assist the decision-making process in diabetes management.

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Author Biographies

Noor Azura Zakaria, Department of Computer Science, Kulliyyah of Information and Communication Technology, International Islamic University Malaysia, 50728 Kuala Lumpur, Malaysia

azurazakaria@iium.edu.my

Abdul Hadi Said, Department of Family Medicine, Kulliyyah of Medicine, International Islamic University Malaysia, 25200 Kuantan, Pahang, Malaysia

abdulhadi@iium.edu.my

Amelia Ritahani Ismail, Department of Computer Science, Kulliyyah of Information and Communication Technology, International Islamic University Malaysia, 50728 Kuala Lumpur, Malaysia

amelia@iium.edu.my

Taniza Tajuddin, Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, 08400 Merbok, Kedah, Malaysia

taniza@uitm.edu.my

Muhammad Qomarul Huda, Department of Information Systems, Syarif Hidayatullah Jakarta Islamic State University, Kota Tangerang Selatan, Banten 15412, Indonesia

mqomarul@uinjkt.ac.id

Zeldi Suryady, Telekom Malaysia Research & Development Sdn Bhd (TM RnD), Lingkaran Teknorat Timur, 63000 Cyberjaya, Selangor, Malaysia

zeldi.kamalurradat@tmrnd.com.my

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Published

2024-10-08

Issue

Section

Articles