Improved DEMATEL methodology for effective safety management decision-making

Decision-making is a critical step in safety and risk analysis. Decision-making is conducted according to the different sources of information often elicited from filed matter and subject matter experts. Many team-based decision-making methods are developed to identify hazards, determine interventio...

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Main Authors: Yazdi, M., Khan, F., Abbassi, R., Rusli, R.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.23309 /
Published: Elsevier B.V. 2020
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082002570&doi=10.1016%2fj.ssci.2020.104705&partnerID=40&md5=c57d444889911abe903d76f286da5183
http://eprints.utp.edu.my/23309/
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id utp-eprints.23309
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spelling utp-eprints.233092021-08-19T07:25:50Z Improved DEMATEL methodology for effective safety management decision-making Yazdi, M. Khan, F. Abbassi, R. Rusli, R. Decision-making is a critical step in safety and risk analysis. Decision-making is conducted according to the different sources of information often elicited from filed matter and subject matter experts. Many team-based decision-making methods are developed to identify hazards, determine intervention actions, and to prioritize the efforts to reduce the risk in given conditions. However, the majority of decision-making methods are based on idealistic assumptions such as risk contributing factor in a complex system and independency between the factors. In reality, there is strong interaction among the risk factors and also among the sources of information used in decision-making procedure. There is a requirement to use a decision-making framework that captures the dependency of the risk factors and the source of information. This is achieved by integrating DEMATEL (decision-making trial and evaluation laboratory) methodology with Best-Worst method (BWM) and Bayesian network (BN). The integration is considered at two different stages in the DEMATEL methodology. Application of the integrated DEMATEL is illustrated by adopting a case study of safety management in the high-tech industry. © 2020 Elsevier Ltd Elsevier B.V. 2020 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082002570&doi=10.1016%2fj.ssci.2020.104705&partnerID=40&md5=c57d444889911abe903d76f286da5183 Yazdi, M. and Khan, F. and Abbassi, R. and Rusli, R. (2020) Improved DEMATEL methodology for effective safety management decision-making. Safety Science, 127 . http://eprints.utp.edu.my/23309/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Decision-making is a critical step in safety and risk analysis. Decision-making is conducted according to the different sources of information often elicited from filed matter and subject matter experts. Many team-based decision-making methods are developed to identify hazards, determine intervention actions, and to prioritize the efforts to reduce the risk in given conditions. However, the majority of decision-making methods are based on idealistic assumptions such as risk contributing factor in a complex system and independency between the factors. In reality, there is strong interaction among the risk factors and also among the sources of information used in decision-making procedure. There is a requirement to use a decision-making framework that captures the dependency of the risk factors and the source of information. This is achieved by integrating DEMATEL (decision-making trial and evaluation laboratory) methodology with Best-Worst method (BWM) and Bayesian network (BN). The integration is considered at two different stages in the DEMATEL methodology. Application of the integrated DEMATEL is illustrated by adopting a case study of safety management in the high-tech industry. © 2020 Elsevier Ltd
format Article
author Yazdi, M.
Khan, F.
Abbassi, R.
Rusli, R.
spellingShingle Yazdi, M.
Khan, F.
Abbassi, R.
Rusli, R.
Improved DEMATEL methodology for effective safety management decision-making
author_sort Yazdi, M.
title Improved DEMATEL methodology for effective safety management decision-making
title_short Improved DEMATEL methodology for effective safety management decision-making
title_full Improved DEMATEL methodology for effective safety management decision-making
title_fullStr Improved DEMATEL methodology for effective safety management decision-making
title_full_unstemmed Improved DEMATEL methodology for effective safety management decision-making
title_sort improved dematel methodology for effective safety management decision-making
publisher Elsevier B.V.
publishDate 2020
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082002570&doi=10.1016%2fj.ssci.2020.104705&partnerID=40&md5=c57d444889911abe903d76f286da5183
http://eprints.utp.edu.my/23309/
_version_ 1741196654972764160
score 11.62408

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