瑞典针对非药物缓解和抑制情景的 COVID-19 医疗需求和死亡率。

COVID-19 healthcare demand and mortality in Sweden in response to non-pharmaceutical mitigation and suppression scenarios.

机构信息

Department of Public Health and Clinical Medicine, Section of Sustainable Health, Umeå University, Umeå, Sweden.

Department of Clinical Microbiology and the Laboratory for Molecular Infection Medicine Sweden, Umeå University, Umeå, Sweden.

出版信息

Int J Epidemiol. 2020 Oct 1;49(5):1443-1453. doi: 10.1093/ije/dyaa121.

Abstract

BACKGROUND

While the COVID-19 outbreak in China now appears suppressed, Europe and the USA have become the epicentres, both reporting many more deaths than China. Responding to the pandemic, Sweden has taken a different approach aiming to mitigate, not suppress, community transmission, by using physical distancing without lockdowns. Here we contrast the consequences of different responses to COVID-19 within Sweden, the resulting demand for care, intensive care, the death tolls and the associated direct healthcare related costs.

METHODS

We used an age-stratified health-care demand extended SEIR (susceptible, exposed, infectious, recovered) compartmental model for all municipalities in Sweden, and a radiation model for describing inter-municipality mobility. The model was calibrated against data from municipalities in the Stockholm healthcare region.

RESULTS

Our scenario with moderate to strong physical distancing describes well the observed health demand and deaths in Sweden up to the end of May 2020. In this scenario, the intensive care unit (ICU) demand reaches the pre-pandemic maximum capacity just above 500 beds. In the counterfactual scenario, the ICU demand is estimated to reach ∼20 times higher than the pre-pandemic ICU capacity. The different scenarios show quite different death tolls up to 1 September, ranging from 5000 to 41 000, excluding deaths potentially caused by ICU shortage. Additionally, our statistical analysis of all causes excess mortality indicates that the number of deaths attributable to COVID-19 could be increased by 40% (95% confidence interval: 0.24, 0.57).

CONCLUSION

The results of this study highlight the impact of different combinations of non-pharmaceutical interventions, especially moderate physical distancing in combination with more effective isolation of infectious individuals, on reducing deaths, health demands and lowering healthcare costs. In less effective mitigation scenarios, the demand on ICU beds would rapidly exceed capacity, showing the tight interconnection between the healthcare demand and physical distancing in the society. These findings have relevance for Swedish policy and response to the COVID-19 pandemic and illustrate the importance of maintaining the level of physical distancing for a longer period beyond the study period to suppress or mitigate the impacts from the pandemic.

摘要

背景

虽然中国的 COVID-19 疫情现在似乎得到了控制,但欧洲和美国已成为疫情中心,这两个地区的死亡人数都远远超过中国。瑞典采取了不同的方法来应对疫情,旨在减缓而不是抑制社区传播,为此瑞典没有采取封锁措施,而是实施了保持社交距离的措施。在这里,我们对比了瑞典国内不同应对 COVID-19 措施的后果,包括由此产生的医疗需求、重症监护病房(ICU)需求、死亡人数以及相关的直接医疗保健相关成本。

方法

我们使用了一种基于年龄分层的医疗需求扩展 SEIR(易感、暴露、感染、恢复) compartmental 模型,该模型适用于瑞典的所有城市,并使用辐射模型来描述城市间的流动性。该模型是根据斯德哥尔摩医疗保健区各城市的数据进行校准的。

结果

我们的方案中,中度到高度的物理隔离较好地描述了截至 2020 年 5 月底瑞典的实际医疗需求和死亡情况。在这种方案中,ICU 的需求刚刚超过 500 张病床,达到了疫情前的最大容量。在反事实方案中,ICU 的需求估计将达到疫情前 ICU 容量的 20 倍左右。不同方案的死亡人数直到 9 月 1 日差异很大,从 5000 人到 41000 人不等,不包括因 ICU 短缺而导致的死亡人数。此外,我们对所有死因超额死亡率的统计分析表明,COVID-19 导致的死亡人数可能增加 40%(95%置信区间:0.24,0.57)。

结论

本研究结果强调了不同非药物干预措施组合的影响,尤其是中度物理隔离与更有效的传染病患者隔离相结合,可降低死亡率、医疗需求和降低医疗保健成本。在效果较差的缓解方案中,对 ICU 床位的需求将迅速超过容量,这表明社会中的医疗需求和物理隔离之间存在紧密的相互联系。这些发现对瑞典的政策和应对 COVID-19 大流行具有重要意义,并说明了在研究期之外保持更长时间的物理隔离水平以抑制或缓解大流行影响的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/83a9/7543571/36e013b0202e/dyaa121f1.jpg

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