de Boer Pieter, Miura Fuminari, Lagerweij Giske, Wallinga Jacco
Center for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands.
Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands.
BMC Med. 2025 Apr 28;23(1):247. doi: 10.1186/s12916-025-04071-5.
Differences in responses to the COVID-19 pandemic among Northwestern European countries have generated extensive discussion. We explore how the impact of the first pandemic wave might have differed, had Belgium, Denmark, Germany, the Netherlands, Sweden, and the UK adopted responses as implemented in the other countries, or had it delayed its own response.
The time-varying reproduction number R for each country was estimated using time-series of laboratory-confirmed COVID-19 deaths. Counterfactual assessment of the impact of responses was conducted by interchanging the reduction in reproduction number by calendar date between countries from March 13th to July 1st, 2020. The impact of a delayed response was evaluated by lagging the time-series of the reproduction number with 1 day or 3 days.
The cumulative number of COVID-19 deaths for any of the six countries would have differed substantially, had the response of another country been adopted on the respective calendar date. The order, from the lowest to the highest expected mortality rate, was obtained with the responses of the Netherlands, Belgium, Denmark, the UK, Germany, and Sweden, with a seven- to 12-fold difference between the lowest and highest outcome. Delaying its response by 3 days resulted in approximately doubling the cumulative COVID-19 mortality rate.
During the fast-growing first COVID-19 wave, small differences in initial epidemiological situations between countries, together with small differences in the timing and effectiveness of adopting COVID-19 response from neighboring countries, result in large variations in mortality rates.
西北欧国家对新冠疫情的应对差异引发了广泛讨论。我们探讨了如果比利时、丹麦、德国、荷兰、瑞典和英国采取其他国家实施的应对措施,或者推迟本国的应对措施,第一波疫情的影响可能会有何不同。
利用实验室确诊的新冠死亡病例时间序列估计每个国家随时间变化的再生数R。通过在2020年3月13日至7月1日期间互换各国按日历日期计算的再生数减少量,对应对措施的影响进行反事实评估。通过将再生数时间序列滞后1天或3天来评估延迟应对的影响。
如果在各自的日历日期采用其他国家的应对措施,这六个国家中任何一个国家的新冠累计死亡人数都会有很大差异。从最低到最高预期死亡率的顺序是荷兰、比利时、丹麦、英国、德国和瑞典的应对措施,最低和最高结果之间相差7到12倍。将应对措施推迟3天导致新冠累计死亡率增加约一倍。
在快速增长的第一波新冠疫情期间,各国初始流行病学情况的微小差异,以及从邻国采取新冠应对措施的时间和效果的微小差异,导致了死亡率的巨大差异。