Institute of Leadership and Management in Health (ILMH), Kingston University, London, United Kingdom.
Front Public Health. 2022 Jul 5;10:872698. doi: 10.3389/fpubh.2022.872698. eCollection 2022.
The Delta variant became dominant during the second wave of the Covid-19 pandemic due to its competitive advantage, the ability to reduce close contact duration from minutes to seconds, and, consequently, increase the risk of exposure to COVID-19. We used game theory to model the most effective public health response to this new threat. We compared the absolute and relative risk of exposure to COVID-19 before and after the emergence of the Delta variant. The absolute risk of exposure was defined as the product of crowding (people within a six feet distance) and visit duration. Our epidemiological investigation used aggregated and anonymized mobility data from Google Maps to estimate the visit duration for 808 premises in the metropolitan area of Genoa, Italy, in June 2021. The relative risk of exposure was obtained by dividing the risk of exposure of each activity by the lowest value (gas stations = 1). The median absolute risk of exposure to COVID-19 increased by sixty-fold in the first semester of 2021, while the relative risk did not significantly differ from the risk of exposure to the ancestral form of Covid-19 (5.9 in 2021 vs. 2.5 in 2021). The Delta variant represents an evolution of the game against COVID-19, but it is not a game-changer. The best response is to commit to our original strategy based on population-wide vaccination and social distancing. Unilateral deviations from the dominant strategy could offer COVID-19 a fighting chance against humanity.
德尔塔变异株在新冠疫情第二波期间成为优势株,是因为其具有竞争优势,能够将密切接触的持续时间从数分钟缩短到数秒钟,从而增加感染 COVID-19 的风险。我们使用博弈论来对这种新威胁的最有效公共卫生应对措施进行建模。我们比较了德尔塔变异株出现前后感染新冠病毒的绝对和相对风险。暴露的绝对风险定义为拥挤程度(六英尺以内的人数)与逗留时间的乘积。我们的流行病学调查使用谷歌地图汇总和匿名的移动数据,估计了 2021 年 6 月意大利热那亚大都市区 808 个场所的逗留时间。暴露风险通过将每项活动的暴露风险除以最低值(加油站=1)来获得。2021 年上半年,新冠病毒的暴露绝对风险增加了 60 倍,而相对风险与新冠病毒原始形式的暴露风险无显著差异(2021 年为 5.9,2021 年为 2.5)。德尔塔变异株代表了对抗新冠病毒的博弈进化,但它不是一个改变游戏规则的因素。最佳应对策略是坚持基于全民接种疫苗和保持社交距离的原始策略。违反主导策略的单方面行为可能会给新冠病毒带来对抗人类的机会。