Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques

Since social and environmental conditions have changed dramatically in recent years, the spectrum of diseases caused by infections is also evolving rapidly. The outspread of COVID-19 has resulted in an emergency situation across the globe with significant effects on the population’s lives, families,...

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Published in:International Journal of Fuzzy Systems
Main Author: Asadi S.; Nilashi M.; Abumalloh R.A.; Samad S.; Ahani A.; Ghabban F.; Yusuf S.Y.M.; Supriyanto E.
Format: Article
Language:English
Published: Springer Science and Business Media Deutschland GmbH 2022
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85108820784&doi=10.1007%2fs40815-021-01119-5&partnerID=40&md5=d4ad22ec168c95c907c234dc439d7973
id 2-s2.0-85108820784
spelling 2-s2.0-85108820784
Asadi S.; Nilashi M.; Abumalloh R.A.; Samad S.; Ahani A.; Ghabban F.; Yusuf S.Y.M.; Supriyanto E.
Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
2022
International Journal of Fuzzy Systems
24
1
10.1007/s40815-021-01119-5
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85108820784&doi=10.1007%2fs40815-021-01119-5&partnerID=40&md5=d4ad22ec168c95c907c234dc439d7973
Since social and environmental conditions have changed dramatically in recent years, the spectrum of diseases caused by infections is also evolving rapidly. The outspread of COVID-19 has resulted in an emergency situation across the globe with significant effects on the population’s lives, families, and societies, leading to concerns the World Health Organization. Accordingly, the virus has substantially threatened the Malaysians’ public health and contributed considerably to increased healthcare expenses. Since the novel coronavirus was found in China, Malaysia’s government has started its actions according to the World Health Organization procedures and concentrated on addressing and preventing the spread of the infection. The present paper aims to find and evaluate the factors to respond to the COVID-19 outbreak in Malaysia, limiting the outspread of the disease in this country. This study used the Decision-Making Trial and Evaluation Laboratory (DEMATEL) and Fuzzy Rule-Based techniques to evaluate the factors through a set of questionnaires completed by the health care professionals. According to the data analysis results, movement control order, international travel restrictions, and the mass gathering cancellations were of most importance in the prevention of COVID-19 infections transmission. © 2021, Taiwan Fuzzy Systems Association.
Springer Science and Business Media Deutschland GmbH
15622479
English
Article
All Open Access; Hybrid Gold Open Access
author Asadi S.; Nilashi M.; Abumalloh R.A.; Samad S.; Ahani A.; Ghabban F.; Yusuf S.Y.M.; Supriyanto E.
spellingShingle Asadi S.; Nilashi M.; Abumalloh R.A.; Samad S.; Ahani A.; Ghabban F.; Yusuf S.Y.M.; Supriyanto E.
Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
author_facet Asadi S.; Nilashi M.; Abumalloh R.A.; Samad S.; Ahani A.; Ghabban F.; Yusuf S.Y.M.; Supriyanto E.
author_sort Asadi S.; Nilashi M.; Abumalloh R.A.; Samad S.; Ahani A.; Ghabban F.; Yusuf S.Y.M.; Supriyanto E.
title Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
title_short Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
title_full Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
title_fullStr Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
title_full_unstemmed Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
title_sort Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
publishDate 2022
container_title International Journal of Fuzzy Systems
container_volume 24
container_issue 1
doi_str_mv 10.1007/s40815-021-01119-5
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85108820784&doi=10.1007%2fs40815-021-01119-5&partnerID=40&md5=d4ad22ec168c95c907c234dc439d7973
description Since social and environmental conditions have changed dramatically in recent years, the spectrum of diseases caused by infections is also evolving rapidly. The outspread of COVID-19 has resulted in an emergency situation across the globe with significant effects on the population’s lives, families, and societies, leading to concerns the World Health Organization. Accordingly, the virus has substantially threatened the Malaysians’ public health and contributed considerably to increased healthcare expenses. Since the novel coronavirus was found in China, Malaysia’s government has started its actions according to the World Health Organization procedures and concentrated on addressing and preventing the spread of the infection. The present paper aims to find and evaluate the factors to respond to the COVID-19 outbreak in Malaysia, limiting the outspread of the disease in this country. This study used the Decision-Making Trial and Evaluation Laboratory (DEMATEL) and Fuzzy Rule-Based techniques to evaluate the factors through a set of questionnaires completed by the health care professionals. According to the data analysis results, movement control order, international travel restrictions, and the mass gathering cancellations were of most importance in the prevention of COVID-19 infections transmission. © 2021, Taiwan Fuzzy Systems Association.
publisher Springer Science and Business Media Deutschland GmbH
issn 15622479
language English
format Article
accesstype All Open Access; Hybrid Gold Open Access
record_format scopus
collection Scopus
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