Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, United States of America.
Department of Sociology and Population Studies Center, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.
PLoS Med. 2021 May 20;18(5):e1003571. doi: 10.1371/journal.pmed.1003571. eCollection 2021 May.
Coronavirus Disease 2019 (COVID-19) excess deaths refer to increases in mortality over what would normally have been expected in the absence of the COVID-19 pandemic. Several prior studies have calculated excess deaths in the United States but were limited to the national or state level, precluding an examination of area-level variation in excess mortality and excess deaths not assigned to COVID-19. In this study, we take advantage of county-level variation in COVID-19 mortality to estimate excess deaths associated with the pandemic and examine how the extent of excess mortality not assigned to COVID-19 varies across subsets of counties defined by sociodemographic and health characteristics.
In this ecological, cross-sectional study, we made use of provisional National Center for Health Statistics (NCHS) data on direct COVID-19 and all-cause mortality occurring in US counties from January 1 to December 31, 2020 and reported before March 12, 2021. We used data with a 10-week time lag between the final day that deaths occurred and the last day that deaths could be reported to improve the completeness of data. Our sample included 2,096 counties with 20 or more COVID-19 deaths. The total number of residents living in these counties was 319.1 million. On average, the counties were 18.7% Hispanic, 12.7% non-Hispanic Black, and 59.6% non-Hispanic White. A total of 15.9% of the population was older than 65 years. We first modeled the relationship between 2020 all-cause mortality and COVID-19 mortality across all counties and then produced fully stratified models to explore differences in this relationship among strata of sociodemographic and health factors. Overall, we found that for every 100 deaths assigned to COVID-19, 120 all-cause deaths occurred (95% CI, 116 to 124), implying that 17% (95% CI, 14% to 19%) of excess deaths were ascribed to causes of death other than COVID-19 itself. Our stratified models revealed that the percentage of excess deaths not assigned to COVID-19 was substantially higher among counties with lower median household incomes and less formal education, counties with poorer health and more diabetes, and counties in the South and West. Counties with more non-Hispanic Black residents, who were already at high risk of COVID-19 death based on direct counts, also reported higher percentages of excess deaths not assigned to COVID-19. Study limitations include the use of provisional data that may be incomplete and the lack of disaggregated data on county-level mortality by age, sex, race/ethnicity, and sociodemographic and health characteristics.
In this study, we found that direct COVID-19 death counts in the US in 2020 substantially underestimated total excess mortality attributable to COVID-19. Racial and socioeconomic inequities in COVID-19 mortality also increased when excess deaths not assigned to COVID-19 were considered. Our results highlight the importance of considering health equity in the policy response to the pandemic.
2019 年冠状病毒病(COVID-19)超额死亡是指在没有 COVID-19 大流行的情况下,死亡率的增加。先前有几项研究计算了美国的超额死亡人数,但仅限于国家或州一级,无法检查区域一级超额死亡率的变化和归因于 COVID-19 的超额死亡人数的差异。在这项研究中,我们利用 COVID-19 死亡率的县级差异来估计与大流行相关的超额死亡人数,并研究未归因于 COVID-19 的超额死亡率在按社会人口学和健康特征定义的不同县亚组中的差异程度。
在这项生态、横断面研究中,我们利用了国家卫生统计中心(NCHS)的临时数据,这些数据涉及 2020 年 1 月 1 日至 12 月 31 日期间美国各县直接死于 COVID-19 和所有原因的死亡率,这些数据在 2021 年 3 月 12 日之前报告。我们使用了死亡发生的最后一天和最后一天之间有 10 周时间滞后的数据,以提高数据的完整性。我们的样本包括 2096 个有 20 例或以上 COVID-19 死亡的县。这些县的居民总数为 3.191 亿。平均而言,这些县的西班牙裔占 18.7%,非西班牙裔黑人占 12.7%,非西班牙裔白人占 59.6%。总人口中有 15.9%的人年龄在 65 岁以上。我们首先对所有县的 2020 年所有原因死亡率与 COVID-19 死亡率之间的关系进行建模,然后制作完全分层模型,以探索社会人口学和健康因素分层中这种关系的差异。总的来说,我们发现,每归因于 COVID-19 的 100 例死亡中,就有 120 例全因死亡(95%置信区间,116 至 124),这意味着 17%(95%置信区间,14%至 19%)的超额死亡归因于 COVID-19 以外的其他死因。我们的分层模型显示,在中等家庭收入和受教育程度较低、健康状况较差和糖尿病较多的县,以及在南部和西部的县,归因于 COVID-19 以外的其他原因的超额死亡比例要高得多。非西班牙裔黑人居民较多的县,由于直接死亡人数,他们已经处于 COVID-19 死亡的高风险中,他们报告的归因于 COVID-19 以外的其他原因的超额死亡比例也更高。研究的局限性包括使用可能不完整的临时数据,以及缺乏按县一级死亡率、年龄、性别、种族/族裔和社会人口学和健康特征细分的死亡率数据。
在这项研究中,我们发现 2020 年美国直接死于 COVID-19 的人数大大低估了 COVID-19 总超额死亡率。考虑到未归因于 COVID-19 的超额死亡人数,COVID-19 死亡率的种族和社会经济不平等也有所增加。我们的研究结果强调了在大流行应对政策中考虑健康公平的重要性。