Analisis Kes Aktif Covid-19 Di Malaysia Menggunakan Permodelan Matematik S-I-R; Kajian Perintah Kawalan Pergerakan Fasa 1
DOI:
https://doi.org/10.33102/uij.vol33noS4.425Keywords:
Model SIR, COVID-19, Perintah Kawalan Pergerakan, MalaysiaAbstract
Dalam konteks penyebaran COVID-19, permodelan matematik telah menjadi satu komponen penting dalam merangka strategi bagi mengambil langkah awal dalam menangani penularan wabak. Dalam kajian ini, model SIR (“Susceptible” – “Infected” – “Removed”) digunakan bagi meramalkan tindak balas wabak COVID-19 di Malaysia. Menggunakan data rasmi daripada Kementerian Kesihatan Malaysia, didapati kes puncak Ketika PKP 1.0 berlaku pada t=21 hari (8 April 2020) dengan kadar jangkitan a = 0.19. Hasil kajian mendapati bahawa wujud perbezaan yang ketara sekiranya bilangan penduduk yang berpotensi dijangkiti S(0) dikurangkan, di mana puncak kes aktif dapat dikurangkan dengan begitu ketara (kes aktif puncak berlaku pada t=81, dengan peratusan kes berjumlah S(81) = 8.7%). Jadi, adalah amat penting bagi mematuhi arahan – arahan serta SOP yang digariskan oleh pihak kerajaan bagi menghentikan jangkitan pandemik COVID-19.
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References
Adamu, H. A., Muhammad, M., M.Jingi, A. M., & Usman, M. A. (2019). Mathematical modelling using improved SIR model with more realistic assumptions. International Journal of Engineering and Applied Sciences (IJEAS), 6. doi:10.31873/ijeas.6.1.22
Baum, J., Pasvol, G., & Carter, R. (2020). The R0 journey: from 1950s malaria to COVID-19. Nature, 582, 488-488. doi:10.1038/d41586-020-01882-9
Danial, M., Arulappen, A. L., Ch’ng, A. S. H., & Looi, I. (2020). Mitigation of COVID-19 clusters in Malaysia. Journal of Global Health, 10(2).
Hethcote, H. W. (2000). The Mathematics of Infectious Diseases. SIAM Review, 42, 599-653.
Imran, M. K., Ariffin, W. N., Hafiz, M. M., Jamiluddin, S., Ahmad, N. A., Wee, C. X., & Bulgiba, A. (2021). Measuring time-varying effective reproduction (Rt) numbers for COVID-19 and their relationship with movement control order (MCO) in Malaysia.
Liu, Z., Magal, P., Seydi, O., & Webb, G. (2020). Understanding unreported cases in the COVID-19 epidemic outbreak in Wuhan, China, and the importance of major public health interventions. Biology, 9(3), 50.
Pathak, S., Maiti, A., & Samanta, G. P. (2010). Rich dynamics of an SIR epidemic model. Nonlinear Analysis: Modelling and Control, 15, 71-81. doi:10.15388/na.2010.15.1.14365
Rhodes, T., & Lancaster, K. (2020). Mathematical models as public troubles in COVID-19 infection control: following the numbers. Health Sociology Review, 29, 177-194. doi:10.1080/14461242.2020.1764376
Salim, N., Chan, W. H., Mansor, S., Bazin, N. E., Amaran, S., Faudzi, A. A.,Shithil, S. M. (2020). COVID-19 epidemic in Malaysia: Impact of lock-down on infection dynamics. Cold Spring Harbor Laboratory [pre-print]. doi:10.1101/2020.04.08.20057463
Scarf, P. A. (1997). On the application of mathematical models in maintenance. European Journal of Operational Research, 99, 493-506. doi:10.1016/s0377-2217(96)00316-5.
Shah, A. U., Safri, S. N., Thevadas, R., Noordin, N. K., Rahman, A. A., Sekawi, Z., Sultan, M. T. (2020). COVID-19 outbreak in Malaysia: Actions taken by the Malaysian government. International Journal of Infectious Diseases, 97, 108-116. doi: 10.1016/j.ijid.2020.05.093
Sipalan, J. & Holmes, S. (2020, January 25). Malaysia confirms first cases of coronavirus infection. Reuters. https://www.reuters.com/article/china-health-malaysia/malaysia-confirms-first-cases-of-coronavirus-infection-idUSL4N29U03A
Theng, T. T., Noor, N. M., & Khalidi, J. R. (2020). Covid-19: We Must Protect Foreign Workers, Khazanah Research Institute Discussion Paper, 20(8).
Wahab, A. (2020). The outbreak of Covid-19 in Malaysia: pushing migrant workers at the margin. Social Sciences & Humanities Open, 2(1), 100073.
Weiss, H. H. (2013). The SIR model and the Foundations of Public Health. MATerials MATemàtics, 3, 1-17.
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Copyright (c) 2022 Azrul Azim Mohd Yunus, Arif Asraf Mohd Yunus, Muhammad Safwan Ibrahim, Shahrina Ismail
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