According to the Centers for Disease Control and Prevention (CDC), over 57% of people in the U.S. 12 years of age and older are fully vaccinated against COVID-19. While the high vaccination rates in certain areas are helping local authorities to safely reopen, there is no consensus on a common approach, particularly as the Delta variant spreads. Furthermore, areas with a vaccine hesitant population, or ones with less access to the vaccine must still take a cautious approach to lifting or potentially reinstating restrictions.
To help public health officials create a data-centric approach to reopening towns, Maurizio Porfiri, Agnieszka Truszkowska and Zhong-Ping Jiang from the NYU Tandon School of Engineering, expanded on an agent-based model (ABM) they developed in January this year to predict the spread of COVID-19. The improved model offers accurate treatment of human mobility to capture the epidemiological implications of gradually reopening the economy. By considering a vaccination rate of about 0.5% of the population per day, the researchers determined that increasing access to social gatherings in leisure locations and households, public transportation and work environments at a 1% daily rate would lead to a nearly 30% increase in fatalities within the next three months. However, they also demonstrated that a vaccination rate of at least 1% population per day would support a safe, rapid reopening, a demonstration of the critical role the vaccine roll-out plays in safe reopening of population centers.
The study, “Designing the Safe Reopening of US Towns Through High-Resolution Agent-Based Modeling,” in Advanced Theory and Simulations, was conducted in collaboration with researchers from Northern Illinois University (Malav Thakore and Sachit Butail), University of Groningen (Lorenzo Zino), Università Cattolica del Sacro Cuore (Emanuele Caroppo) and Politecnico di Torino (Alessandro Rizzo).
“This model provides additional evidence to support the need for rapid vaccinations before areas can open safely,” said Porfiri. “Areas with low vaccination numbers, under 1% of the population per day, should express extreme caution with their strategies to open up the economy and should focus their efforts on increasing the rate of vaccinations.”
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