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Rapid Estimation of Excess Mortality during the COVID-19 Pandemic in Portugal -Beyond Reported Deaths

机译:在葡萄牙Covid-19大流行期间迅速估算过多的死亡率 - 北京报告死亡

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Background: One month after the first COVID-19 infection was recorded, Portugal counted 18,051 cases and 599 deaths from COVID-19. To understand the overall impact on mortality of the pandemic of COVID-19, we estimated the excess mortality registered in Portugal during the first month of the epidemic, from March 16 until April 14 using two different methods. Methods: We compared the observed and expected daily deaths (historical average number from daily death registrations in the past 10 years) and used 2 standard deviations confidence limit for all-cause mortality by age and specific mortality cause, considering the last 6 years. An adapted Auto Regressive Integrated Moving Average (ARIMA) model was also tested to validate the estimated number of all-cause deaths during the study period. Results: Between March 16 and April 14, there was an excess of 1255 all-cause deaths, 14% more than expected. The number of daily deaths often surpassed the 2 standard deviations confidence limit. The excess mortality occurred mostly in people aged 75 . Forty-nine percent (49%) of the estimated excess deaths were registered as due to COVID-19, the other 51% registered as other natural causes. Conclusion: Even though Portugal took early containment measures against COVID-19, and the population complied massively with those measures, there was significant excess mortality during the first month of the pandemic, mostly among people aged 75 . Only half of the excess mortality was registered as directly due do COVID-19.
机译:背景:在第一次Covid-19感染后一个月,葡萄牙计算了18,051例,来自Covid-19的599例死亡。要了解Covid-19大流行病的总体影响,我们估计在疫情的第一个月,从3月16日期到4月14日使用两种不同方法,估计葡萄牙的死亡率过多。方法:我们将观察到的日常死亡(过去10年来从日常死亡登记中的历史平均数进行比较,并使用2个标准偏差按年龄和特定死亡率的所有导致死亡率的信心限制,考虑到过去6年。还测试了一种适应的自动回归集成移动平均(ARIMA)模型,以在研究期间验证估计的全因死亡数。结果:3月16日至4月14日之间,有超过1255人的全因死亡人数,超过预期的14%。每日死亡人数经常超过2标准偏差的置信限制。 75岁的人数主要发生过多的死亡率。估计过量死亡的四十九(49%)注册为Covid-19,其他51%注册为其他自然原因。结论:尽管葡萄牙对Covid-19采取了早期遏制措施,但人口符合这些措施的大规模符合措施,大流行的第一个月内具有显着的死亡率,主要是75岁的人群。只有一半的过度死亡率被称为直接归属于Covid-19。

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