Ko Youngsuk, Mendoza Victoria May, Mendoza Renier, Seo Yubin, Lee Jacob, Jung Eunok
Department of Mathematics, Konkuk University, Seoul, South Korea.
Institute of Mathematics, University of the Philippines Diliman, Quezon City, Philippines.
Heliyon. 2023 Jun;9(6):e16841. doi: 10.1016/j.heliyon.2023.e16841. Epub 2023 Jun 7.
More than half of the population in Korea had a prior COVID-19 infection. In 2022, most nonpharmaceutical interventions, except mask-wearing indoors, had been lifted. And in 2023, the indoor mask mandates were eased.
We developed an age-structured compartmental model that distinguishes vaccination history, prior infection, and medical staff from the rest of the population. Contact patterns among hosts were separated based on age and location. We simulated scenarios with the lifting of the mask mandate all at once or sequentially according to the locations. Furthermore, we investigated the impact of a new variant assuming that it has higher transmissibility and risk of breakthrough infection.
We found that the peak size of administered severe patients may not exceed 1100 when the mask mandate is lifted everywhere, and 800 if the mask mandate only remains in the hospital. If the mask mandate is lifted in a sequence (except hospital), then the peak size of administered severe patients may not exceed 650. Moreover, if the new variant has both higher transmissibility and immune reduction, the effective reproductive number of the new variant is approximately 3 times higher than that of the current variant, and additional interventions may be needed to keep the administered severe patients from exceeding 2,000, which is the critical level we set.
Our findings showed that the lifting of the mask mandate, except in hospitals, would be more manageable if implemented sequentially. Considering a new variant, we found that depending on the population immunity and transmissibility of the variant, wearing masks and other interventions may be necessary for controlling the disease.
韩国超过一半的人口曾感染过新冠病毒。2022年,除了在室内佩戴口罩外,大多数非药物干预措施都已解除。2023年,室内口罩强制令有所放宽。
我们开发了一个年龄结构的 compartmental 模型,该模型将疫苗接种史、既往感染情况和医护人员与其他人群区分开来。宿主之间的接触模式根据年龄和地点进行了划分。我们模拟了一次性或按地点顺序解除口罩强制令的情景。此外,我们假设一种新变种具有更高的传播性和突破性感染风险,研究了其影响。
我们发现,若各地都解除口罩强制令,收治重症患者的峰值规模可能不超过1100例;若仅在医院保留口罩强制令,则为800例。如果按顺序(医院除外)解除口罩强制令,那么收治重症患者的峰值规模可能不超过650例。此外,如果新变种的传播性和免疫逃逸能力都更强,那么新变种的有效繁殖数比当前变种高出约3倍,可能需要采取额外干预措施,以使收治的重症患者不超过我们设定的关键水平2000例。
我们的研究结果表明,除医院外,按顺序解除口罩强制令的实施难度可能更低。考虑到新变种,我们发现,根据人群免疫力和变种的传播性,可能需要佩戴口罩及采取其他干预措施来控制疫情。