Modelling the Effectiveness of Epidemic Control Measures in Preventing the Transmission of COVID-19 in Malaysia

被引:36
作者
Gill, Balvinder Singh [1 ]
Jayaraj, Vivek Jason [2 ,3 ]
Singh, Sarbhan [1 ]
Mohd Ghazali, Sumarni [1 ]
Cheong, Yoon Ling [1 ]
Md Iderus, Nuur Hafizah [1 ]
Sundram, Bala Murali [1 ]
Bin Aris, Tahir [1 ]
Mohd Ibrahim, Hishamshah [3 ]
Hong, Boon Hao [4 ]
Labadin, Jane [4 ]
机构
[1] Minist Hlth, Inst Med Res IMR, Kuala Lumpur 50588, Malaysia
[2] Univ Malaya, Med Fac, Dept Social & Prevent Med, Kuala Lumpur 50603, Malaysia
[3] Minist Hlth, Putrajaya 62590, Malaysia
[4] Univ Malaysia Sarawak, Fac Comp Sci & Informat Technol, Kota Samarahan 94300, Malaysia
关键词
COVID-19; mathematical modeling; susceptible; exposed; infectious; and recovered (SEIR); isolation; movement; RESPIRATORY SYNDROME; OUTBREAK; QUARANTINE;
D O I
10.3390/ijerph17155509
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Malaysia is currently facing an outbreak of COVID-19. We aim to present the first study in Malaysia to report the reproduction numbers and develop a mathematical model forecasting COVID-19 transmission by including isolation, quarantine, and movement control measures. We utilized a susceptible, exposed, infectious, and recovered (SEIR) model by incorporating isolation, quarantine, and movement control order (MCO) taken in Malaysia. The simulations were fitted into the Malaysian COVID-19 active case numbers, allowing approximation of parameters consisting of probability of transmission per contact (beta), average number of contacts per day per case (zeta), and proportion of close-contact traced per day (q). The effective reproduction number (R-t) was also determined through this model. Our model calibration estimated that (beta), (zeta), and (q) were 0.052, 25 persons, and 0.23, respectively. The (R-t) was estimated to be 1.68. MCO measures reduce the peak number of active COVID-19 cases by 99.1% and reduce (zeta) from 25 (pre-MCO) to 7 (during MCO). The flattening of the epidemic curve was also observed with the implementation of these control measures. We conclude that isolation, quarantine, and MCO measures are essential to break the transmission of COVID-19 in Malaysia.
引用
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页码:1 / 13
页数:13
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