Department of Primary Care and Public Health, Imperial College, London W6 8RP, UK.
Department of Public Health, University "Federico II" of Naples, 80131 Naples, Italy.
Int J Environ Res Public Health. 2020 Aug 5;17(16):5644. doi: 10.3390/ijerph17165644.
In Italy, the COVID-19 epidemic curve started to flatten when the health system had already exceeded its capacity, raising concerns that the lockdown was indeed delayed. The aim of this study was to evaluate the health effects of late implementation of the lockdown in Italy. Using national data on the daily number of COVID-19 cases, we first estimated the effect of the lockdown, employing an interrupted time series analysis. Second, we evaluated the effect of an early lockdown on the trend of new cases, creating a counterfactual scenario where the intervention was implemented one week in advance. We then predicted the corresponding number of intensive care unit (ICU) admissions, non-ICU admissions, and deaths. Finally, we compared results under the actual and counterfactual scenarios. An early implementation of the lockdown would have avoided about 126,000 COVID-19 cases, 54,700 non-ICU admissions, 15,600 ICU admissions, and 12,800 deaths, corresponding to 60% (95%CI: 55% to 64%), 52% (95%CI: 46% to 57%), 48% (95%CI: 42% to 53%), and 44% (95%CI: 38% to 50%) reduction, respectively. We found that the late implementation of the lockdown in Italy was responsible for a substantial proportion of hospital admissions and deaths associated with the COVID-19 pandemic.
在意大利,当医疗体系已经超负荷运转时,COVID-19 疫情曲线开始趋于平稳,这引发了人们对封锁措施确实被推迟的担忧。本研究旨在评估意大利封锁措施实施较晚对健康的影响。我们首先使用全国范围内每日 COVID-19 病例数据,采用中断时间序列分析来估计封锁措施的效果。其次,我们通过创建一个提前一周实施干预的反事实情景,评估早期封锁对新发病例趋势的影响。然后,我们预测了相应的重症监护病房(ICU)入院、非 ICU 入院和死亡人数。最后,我们比较了实际和反事实情景下的结果。提前实施封锁措施本可以避免约 126000 例 COVID-19 病例、54700 例非 ICU 入院、15600 例 ICU 入院和 12800 例死亡,这分别相当于 60%(95%CI:55%至 64%)、52%(95%CI:46%至 57%)、48%(95%CI:42%至 53%)和 44%(95%CI:38%至 50%)的减少。我们发现,意大利封锁措施实施较晚是与 COVID-19 大流行相关的大量住院和死亡的主要原因之一。