Division of Neonatology, Department of Pediatrics, University of Alabama at Birmingham.
Department of Electrical and Computer Engineering, University of Alabama at Birmingham.
JAMA Netw Open. 2024 Jul 1;7(7):e2422995. doi: 10.1001/jamanetworkopen.2024.22995.
Neonatal mortality is a major public health concern that was potentially impacted by the COVID-19 pandemic. To prepare for future health crises, it is important to investigate whether COVID-19 pandemic-related interventions were associated with changes in neonatal mortality.
To investigate whether social distancing during the pandemic was associated with a higher neonatal mortality rate.
DESIGN, SETTING, AND PARTICIPANTS: This cohort study examined maternal-linked birth and infant death records from the National Center for Health Statistics, a population-level US database, from 2016 through 2020. The mortality rates were correlated using machine learning-based autoregressive integrated moving average (ARIMA) models with the social distancing index (SDI). The reference period was January 2016 through February 2020, and the pandemic period was March through December 2020. Statistical analysis was performed from March 2023 to May 2024.
SDI, computed from 6 mobility metrics.
The primary outcome was neonatal mortality rate, defined as death at age less than 28 days.
The study included 18 011 173 births, of which 15 136 596 were from the reference period (7 753 555 [51.22%] male; 11 643 094 [76.92%] with maternal age of 20 to 34 years) and 2 874 577 were from the pandemic period (1 472 539 [51.23%] male; 2 190 158 [76.19%] with maternal age of 20 to 34 years). Through ARIMA-adjusted analyses, accounting for the declining mortality trend in the reference period, the mortality rates during the pandemic period did not significantly differ from the expected rates. SDI did not exhibit significant correlations with neonatal mortality (unadjusted: correlation coefficient [CC], 0.14 [95% CI, -0.53 to 0.70]; ARIMA adjusted: CC, 0.29 [95% CI, -0.41 to 0.77]), early neonatal mortality (unadjusted: CC, 0.33 [95% CI, -0.37 to 0.79]; ARIMA adjusted: CC, 0.45 [95% CI, -0.24 to 0.84]), and infant mortality (unadjusted: CC, -0.09 [95% CI, -0.68 to 0.57]; ARIMA adjusted: CC, 0.35 [95% CI, -0.35 to 0.80]). However, lag analyses found that SDI was associated with higher neonatal and early neonatal mortality rates with a 2-month lag period, but not with infant mortality rate. SDI was also associated with increases in 22-to-27 weeks' and 28-to-32 weeks' preterm delivery with a 1-month lag period.
In this population-level study of National Center for Health Statistics databases, neonatal, early neonatal, and infant mortality rates did not increase during the initial COVID-19 pandemic period. However, associations were observed between the pandemic period social distancing measures and higher rates of neonatal and early neonatal mortality, as well as preterm birth rate with a lag period, suggesting the importance of monitoring infant health outcomes following pandemic-related population behavior changes.
新生儿死亡率是一个主要的公共卫生问题,可能受到 COVID-19 大流行的影响。为了为未来的健康危机做好准备,重要的是要调查 COVID-19 大流行相关干预措施是否与新生儿死亡率的变化有关。
调查大流行期间的社交距离是否与更高的新生儿死亡率有关。
设计、地点和参与者:本队列研究检查了来自美国国家卫生统计中心的与产妇相关的出生和婴儿死亡记录,这是一个基于人群的美国数据库,涵盖了 2016 年至 2020 年的数据。使用基于机器学习的自回归综合移动平均(ARIMA)模型和社交距离指数(SDI)对死亡率进行了相关性分析。参考期为 2016 年 1 月至 2020 年 2 月,大流行期为 2020 年 3 月至 12 月。统计分析于 2023 年 3 月至 2024 年 5 月进行。
SDI,由 6 项流动性指标计算得出。
主要结果是新生儿死亡率,定义为 28 天以下的死亡。
研究包括 18011173 例分娩,其中 15136596 例来自参考期(7753555 例[51.22%]男性;11643094 例[76.92%]产妇年龄为 20 至 34 岁),2874577 例来自大流行期(1472539 例[51.23%]男性;2190158 例[76.19%]产妇年龄为 20 至 34 岁)。通过 ARIMA 调整分析,考虑到参考期死亡率下降的趋势,大流行期间的死亡率与预期死亡率没有显著差异。SDI 与新生儿死亡率(未调整:相关系数[CC],0.14[95%CI,-0.53 至 0.70];ARIMA 调整:CC,0.29[95%CI,-0.41 至 0.77])、早期新生儿死亡率(未调整:CC,0.33[95%CI,-0.37 至 0.79];ARIMA 调整:CC,0.45[95%CI,-0.24 至 0.84])和婴儿死亡率(未调整:CC,-0.09[95%CI,-0.68 至 0.57];ARIMA 调整:CC,0.35[95%CI,-0.35 至 0.80])均无显著相关性。然而,滞后分析发现,SDI 与新生儿和早期新生儿死亡率的升高相关,有 2 个月的滞后期,但与婴儿死亡率无关。SDI 还与 22 至 27 周和 28 至 32 周的早产率升高相关,有 1 个月的滞后期。
在这项基于美国国家卫生统计中心数据库的人群水平研究中,新生儿、早期新生儿和婴儿死亡率在 COVID-19 大流行的初始阶段没有增加。然而,在大流行期间的社交距离措施与更高的新生儿和早期新生儿死亡率以及早产率之间观察到了关联,具有 1 个月的滞后期,这表明在与大流行相关的人口行为变化后,监测婴儿健康结果的重要性。