Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.
Federal Office of Public Health, Bern, Switzerland.
Nat Commun. 2023 Jan 6;14(1):90. doi: 10.1038/s41467-022-35770-9.
The direct and indirect impact of the COVID-19 pandemic on population-level mortality is of concern to public health but challenging to quantify. Using data for 2011-2019, we applied Bayesian models to predict the expected number of deaths in Switzerland and compared them with laboratory-confirmed COVID-19 deaths from February 2020 to April 2022 (study period). We estimated that COVID-19-related mortality was underestimated by a factor of 0.72 (95% credible interval [CrI]: 0.46-0.78). After accounting for COVID-19 deaths, the observed mortality was -4% (95% CrI: -8 to 0) lower than expected. The deficit in mortality was concentrated in age groups 40-59 (-12%, 95%CrI: -19 to -5) and 60-69 (-8%, 95%CrI: -15 to -2). Although COVID-19 control measures may have negative effects, after subtracting COVID-19 deaths, there were fewer deaths in Switzerland during the pandemic than expected, suggesting that any negative effects of control measures were offset by the positive effects. These results have important implications for the ongoing debate about the appropriateness of COVID-19 control measures.
COVID-19 大流行对人群死亡率的直接和间接影响引起了公众健康的关注,但定量分析具有挑战性。我们使用了 2011-2019 年的数据,应用贝叶斯模型预测了瑞士的预期死亡人数,并将其与 2020 年 2 月至 2022 年 4 月(研究期间)的实验室确诊 COVID-19 死亡人数进行了比较。我们估计 COVID-19 相关死亡率被低估了 0.72 倍(95%可信区间[CrI]:0.46-0.78)。在考虑 COVID-19 死亡人数后,观察到的死亡率比预期低 4%(95%CrI:-8 至 0)。死亡率的不足主要集中在 40-59 岁年龄组(-12%,95%CrI:-19 至-5)和 60-69 岁年龄组(-8%,95%CrI:-15 至-2)。虽然 COVID-19 控制措施可能会产生负面影响,但扣除 COVID-19 死亡人数后,瑞士在大流行期间的死亡人数低于预期,这表明控制措施的任何负面影响都被其积极影响所抵消。这些结果对正在进行的关于 COVID-19 控制措施是否适当的辩论具有重要意义。