Before revision:   The model is verified with a case study using the real-world data in South Korea  .
After revision:  Owing to huge variations in clinical symptoms exhibited by COVID-19, the proposed model aims to reflect better on the current scenario and case data reported, such that the spread of the disease and the efficiency of the control action taken can be better understood. The model is verified with a case study using the real-world data in South Korea .