SCHOOL RE-OPENING SIMULATIONS WITH COVID-19 AGENT-BASED MODEL FOR QUEZON CITY, PHILIPPINES
- System Modeling and Simulation Laboratory, Department of Computer Science, College of Engineering, University of the Philippines - Diliman, Quezon City, Philippines
Keywords: COVID-19, School Re-Opening, Vaccination, SEIR, Agent-based Model, Social Contact Probabilities, Quezon City, Philippines
Abstract. The COVID-19 pandemic prompted schools to close in 2020, and with its negative impact on the quality of learning, the conversation shifts to the re-opening scenarios. In this study, we coupled a COVID-19 agent-based model (ABM) with social contact probabilities from pre-pandemic estimates. We then simulated school re-opening and vaccination scenarios in Quezon City, Philippines using our ABM. Our toy simulations suggest that the city could already re-open schools with 50% vaccination coverage. However, we suggest that students shall be vaccinated first, mask-wearing and physical distance shall be strictly observed, and schools shall only be re-opened by 25% as a precaution. Policymakers may take insights from the study.