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,...
Published in: | International Journal of Fuzzy Systems |
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Springer Science and Business Media Deutschland GmbH
2022
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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 |
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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 |
_version_ |
1818940559526461440 |