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

被引:20
作者
Asadi, Shahla [1 ]
Nilashi, Mehrbakhsh [2 ,8 ]
Abumalloh, Rabab Ali [3 ]
Samad, Sarminah [4 ]
Ahani, Ali [5 ]
Ghabban, Fahad [6 ]
Yusuf, Salma Yasmin Mohd [7 ]
Supriyanto, Eko [2 ]
机构
[1] Univ Kebangsaan Malaysia, Fac Informat Sci & Technol, Ctr Software Technol & Management, Bangi 43600, Selangor, Malaysia
[2] Univ Teknol Malaysia, Fac Engn, Sch Biomed Engn & Hlth Sci, Johor Baharu 81310, Skudai, Malaysia
[3] Imam Abdulrahman Bin Faisal Univ, Comp Dept, Community Coll, POB 1982, Dammam, Saudi Arabia
[4] Princess Nourah bint Abdulrahman Univ, Dept Business Adm, Coll Business & Adm, Riyadh, Saudi Arabia
[5] Griffith Univ, Dept Business Strategy & Innovat, Griffith Business Sch, Brisbane, Qld, Australia
[6] Taibah Univ, Fac Comp Sci & Engn, Informat Syst Dept, Madinah 41411, Saudi Arabia
[7] Univ Teknol MARA, Fac Med, Primary Care Med Dept, Sungai Buloh 47000, Selangor, Malaysia
[8] Univ Sains Malaysia, Ctr Global Sustainabil Studies CGSS, George Town 11800, Malaysia
关键词
Multi-criteria decision making; COVID-19; Malaysian government; Public health; DEMATEL; Fuzzy rule-based; MOVEMENT CONTROL ORDER; KLANG VALLEY; AIR-QUALITY; MALAYSIA; MCO; PERFORMANCE; SYSTEM; IMPACT; GAME;
D O I
10.1007/s40815-021-01119-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:27 / 43
页数:17
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