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急诊科创伤性脑损伤的发生模式及新冠疫情期间内部筛查流程的效果:回顾性分析

Occurrence Patterns of Traumatic Brain Injury Within the Emergency Department and Internal Screening Process Efficacy During the COVID-19 Pandemic: Retrospective Analysis.

作者信息

Paralkar Tapasvini Anmol, Lay Phoebe, Stubbs Sawyer, Ahmed Syed Hadi, Ghani Minha, Osier Nico

机构信息

College of Natural Sciences, The University of Texas at Austin, Austin, TX, United States.

Department of Neurology, Dell Medical School, Austin, TX, United States.

出版信息

Interact J Med Res. 2022 Mar 23;11(1):e29513. doi: 10.2196/29513.

Abstract

BACKGROUND

Traumatic brain injury (TBI) is one of the leading causes of death in pediatric patients. Continued recruitment of pediatric TBI participants into a biobank amidst the COVID-19 pandemic not only necessitates adaptive changes to traditional recruitment methods but also requires an evaluation of emergency department (ED) utilization by TBI-presenting patients.

OBJECTIVE

The primary objective of this exploratory retrospective study was to evaluate pediatric TBI-related ED utilization during the pandemic. The secondary objective was to appraise the efficacy of the research team's internal screening processes.

METHODS

Potential participants (ie, individuals who met all inclusion criteria and would be approached by a consenter) were screened from an ED's electronic health record system. Data regarding their visit were recorded in a Health Insurance Portability and Accountability Act-compliant manner, which were cleaned through Google Sheets. Cleaned data were then coded as either a screening variable or a hospital utilization variable to examine the effects of the pandemic on internal operations and hospital utilization patterns. The variables were compared between select months during the pandemic in 2020 to analogous months in 2019 in the R programming language via the two-sample Student t test and the Mann-Whitney-Wilcoxon rank-sum test.

RESULTS

The sample (N=2321) consisted of 1245 entries from 2019 and 1076 entries from 2020. A significantly greater proportion of potential participants (P<.001) were identified in 2020 (222/633, 35.1%) than in 2019 (195/908, 21.4%). A significantly greater proportion of potential participants (P<.001) had a visit reason indicative of a TBI in 2020 (181/222, 81.5%) than in 2019 (103/195, 52.8%). A significantly greater proportion of these injuries (P=.02) occurred inside (39/181, 21.5%) in 2020 than in 2019 (11/103, 10.7%). No significant difference was found across the mechanism of injury categories reported for potential participants between 2019 and 2020. Potential participants were significantly older (P=.006) in 2019 (mean 8.93 years) than in 2020 (mean 7.31 years). Screeners spent significantly longer (P=.03) to identify potential participants in March 2020 (55 minutes) than in March 2019 (32 minutes), but spent significantly less time (P=.01) to do so in July 2020 (22 minutes) than in July 2019 (42 minutes). Screening coverage was significantly lower (P<.001) in March 2020 (241.8 hours) than in March 2019 (346.5 hours). Screening coverage was significantly greater (P<.001) in April 2020 (611.5 hours) and July 2020 (513.5 hours) than in April 2019 (470.5 hours) and July 2019 (404.3 hours), respectively.

CONCLUSIONS

There was a significant increase in the rate of incoming TBI cases to the ED during the COVID-19 pandemic, warranting continued enrollment with added safety measures. Additionally, refinement of internal processes improved the accuracy of data collection. As demonstrated in this study, researchers can leverage ongoing data collection to facilitate process improvements and evaluate the impact of unexpected global events on their research.

摘要

背景

创伤性脑损伤(TBI)是儿科患者死亡的主要原因之一。在2019冠状病毒病大流行期间,继续招募儿科TBI参与者进入生物样本库,不仅需要对传统招募方法进行适应性改变,还需要评估因TBI前来就诊的患者对急诊科(ED)的利用率。

目的

这项探索性回顾性研究的主要目的是评估大流行期间与儿科TBI相关的急诊科利用率。次要目的是评估研究团队内部筛查流程的有效性。

方法

从急诊科的电子健康记录系统中筛选潜在参与者(即符合所有纳入标准并将由同意者联系的个体)。有关他们就诊的数据以符合《健康保险流通与责任法案》的方式记录,并通过谷歌表格进行清理。然后将清理后的数据编码为筛查变量或医院利用变量,以检查大流行对内部运营和医院利用模式的影响。通过两样本学生t检验和曼-惠特尼-威尔科克森秩和检验,在R编程语言中比较了2020年大流行期间特定月份与2019年类似月份的变量。

结果

样本(N = 2321)包括2019年的1245条记录和2020年的1076条记录。2020年(222/633,35.1%)识别出的潜在参与者比例显著高于2019年(195/908,21.4%)(P <.001)。2020年(181/222,81.5%)有TBI就诊原因的潜在参与者比例显著高于2019年(103/195,52.8%)(P <.001)。2020年这些损伤发生在室内的比例(39/181,21.5%)显著高于2019年(11/103,10.7%)(P = 0.02)。2019年和2020年报告的潜在参与者损伤机制类别之间未发现显著差异。2019年潜在参与者的年龄显著大于2020年(P = 0.006),2019年平均年龄为8.93岁,2020年平均年龄为7.31岁。2020年3月筛查人员识别潜在参与者的时间(55分钟)显著长于2019年3月(32分钟)(P = 0.03),但2020年7月识别潜在参与者的时间(22分钟)显著少于2019年7月(42分钟)(P = 0.01)。2020年3月的筛查覆盖时间(241.8小时)显著低于2019年3月(346.5小时)(P <.001)。2020年4月(611.5小时)和7月(513.5小时)的筛查覆盖时间分别显著高于2019年4月(470.5小时)和7月(404.3小时)(P <.001)。

结论

在2019冠状病毒病大流行期间,急诊科TBI病例的收治率显著增加,需要在增加安全措施的情况下继续招募。此外,优化内部流程提高了数据收集的准确性。如本研究所示,研究人员可以利用持续的数据收集来促进流程改进,并评估意外全球事件对其研究的影响。

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