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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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Autores principales: Asadi, Shahla, Nilashi, Mehrbakhsh, Abumalloh, Rabab Ali, Samad, Sarminah, Ahani, Ali, Ghabban, Fahad, Yusuf, Salma Yasmin Mohd, Supriyanto, Eko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224996/
http://dx.doi.org/10.1007/s40815-021-01119-5
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author Asadi, Shahla
Nilashi, Mehrbakhsh
Abumalloh, Rabab Ali
Samad, Sarminah
Ahani, Ali
Ghabban, Fahad
Yusuf, Salma Yasmin Mohd
Supriyanto, Eko
author_facet Asadi, Shahla
Nilashi, Mehrbakhsh
Abumalloh, Rabab Ali
Samad, Sarminah
Ahani, Ali
Ghabban, Fahad
Yusuf, Salma Yasmin Mohd
Supriyanto, Eko
author_sort Asadi, Shahla
collection PubMed
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.
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spelling pubmed-82249962021-06-25 Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques Asadi, Shahla Nilashi, Mehrbakhsh Abumalloh, Rabab Ali Samad, Sarminah Ahani, Ali Ghabban, Fahad Yusuf, Salma Yasmin Mohd Supriyanto, Eko Int. J. Fuzzy Syst. Article 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. Springer Berlin Heidelberg 2021-06-24 2022 /pmc/articles/PMC8224996/ http://dx.doi.org/10.1007/s40815-021-01119-5 Text en © Taiwan Fuzzy Systems Association 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Asadi, Shahla
Nilashi, Mehrbakhsh
Abumalloh, Rabab Ali
Samad, Sarminah
Ahani, Ali
Ghabban, Fahad
Yusuf, Salma Yasmin Mohd
Supriyanto, Eko
Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
title 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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224996/
http://dx.doi.org/10.1007/s40815-021-01119-5
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