COVID-19 is a highly contagious disease which
has apparently frozen the entire globe along with its economy. Its astonishing
ability of human-to-human and surface-to-human transmission has turned the
planet Earth into recurrent catastrophic waves. In this research article, the
ANN approach was applied to analyze COVID-19 cases in Vietnam. This study is
based on daily new cases of COVID-19 in Vietnam Faso for the period 1 January
2020 – 25 March 2021. The out-of-sample forecast covers the period 26 March
2021 – 31 July 2021. The residuals and forecast evaluation criteria (Error, MSE
and MAE) of our simple model indicate that the model is stable and acceptable.
The study established that daily COVID-19 cases in Vietnam are likely to remain
very low over the out-of-sample period. The government of Vietnam should,
however, ensure the continued compliance to control and preventive COVID-19
measures such as social distancing, quarantine, isolation, face-mask wearing
and so on, including vaccinations. This is expected to play a pivotal role,
particularly in avoiding extremely dangerous daily COVID-19 case volumes in the
country, even in the face of new variants.
Country : Zimbabwe
1 Dr. Smartson. P. NYONI2 Mr. Thabani NYONI3 Mr. Tatenda. A. CHIHOHO
ZICHIRe Project, University of Zimbabwe, Harare, Zimbabwe
Alberti, T., & Faranda,
D. (2020). On the Uncertainty of Real-time Predictions of Epidemic Growths: A
COVID-19 Case Study for China and Italy, Commun
Nonlinear Sci Numer Simulat, 90 (2020): 1 – 13.
Guan, W., et al. (2020). Clinical Characteristics
of Coronavirus Disease 2019 in China, New
England Journal of Medicine, 382 (18): 1708 – 1720.
Reis, R. F., et al. (2020). Characterization of the
COVID-19 Pandemic and the Impact of Uncertainties, Mitigation Strategies and
Under-reporting of Cases in South Korea, Italy and Brazil, Chaos, Solitons and Fractals, 136 (2020): 1 – 9.
WHO
(2020). Director-general’s Opening Remarks, WHO,
Geneva.