Michigan Medicine, Department of Neurology, US.
University of Michigan, US.
J Stroke Cerebrovasc Dis. 2023 Jun;32(6):107069. doi: 10.1016/j.jstrokecerebrovasdis.2023.107069. Epub 2023 Apr 8.
Stroke patients and family members should receive stroke education including recognition of stroke symptoms and prompt activation of emergency medical services (EMS). The impact of this education is unclear. We aimed to measure the associations between EMS use and timing of hospital arrival and first-ever and recurrent strokes as a proxy for stroke education.
The study analyzed data from validated strokes identified by the Brain Attack Surveillance in Corpus Christi (BASIC) project between 1/1/2000-1/1/2020. We analyzed 5,617 first-ever strokes, 259 instances of recurrent stroke within 1 year of the first (early recurrence), and 451 recurrent strokes over 1 year from the first (late recurrence). Following imputation, associations of both EMS arrival (available starting late 2011) and early arrival (< 3 hours) with first-ever versus recurrent stroke (early and late) were assessed with logistic models, accounting for the clustering of multiple strokes per participant with generalized estimating equations. Full model covariates included stroke type, initial stroke severity, marital status, race/ethnicity, gender, age, insurance, education, and EMS use (early arrival model only).
Compared to first-ever stroke, there were significantly higher unadjusted odds of arrival by EMS for the late recurrence group (late recurrence OR = 1.54, 95% CI = 1.18-1.99; early arrival OR = 1.24, 95% CI = 0.87-1.76). The association for late recurrence remained significant after adjustment (aOR = 1.46, 95% CI = 1.09-1.95). The pre-2010 unadjusted odds of early arrival were non-significant for both early and late recurrence groups (late recurrence OR = 1.05, CI = 0.70-1.56; early recurrence OR = 0.85, CI = 0.54-1.33), while late recurrence was associated with early arrival after 2010 (OR = 1.32, 95% CI = 1.03-1.69). After full adjustment, it was no longer significant (aOR = 1.25, 95% CI = 0.96-1.62). Higher initial stroke severity, married status, and EMS use were associated with higher odds of early arrival, while African Americans (AAs) had lower odds than non-Hispanic Whites (NHWs). However, AAs did have higher odds of EMS use relative to NHWs. Those who were married and living together had borderline significant lower odds of EMS use compared to those who were not.
Our study examines the association of repeat stroke on early arrival and EMS use as a surrogate for adequate stroke education. Recurrence at least one year after the first stroke was associated with higher EMS usage, but there was not enough evidence to establish a relationship with early arrival after accounting for EMS usage and possible confounders. By examining subsets, we can identify groups that would benefit from targeted education. For example, younger, non-AA patients with smaller strokes would benefit from more education on EMS use and African American patients would benefit from education related to faster recognition or urgency of presentation.
中风患者及其家属应接受中风教育,包括识别中风症状和及时启动紧急医疗服务(EMS)。这种教育的影响尚不清楚。我们旨在衡量 EMS 使用与医院到达时间以及首次和复发性中风之间的关联,以中风教育为代表。
该研究分析了 2000 年 1 月 1 日至 2020 年 1 月 1 日期间由 Corpus Christi(BASIC)项目通过验证的中风病例的数据。我们分析了 5617 例首次中风、首次中风后 1 年内的 259 例复发(早期复发)和首次中风后 1 年以上的 451 例复发(晚期复发)。在进行插补后,使用逻辑模型评估了 EMS 到达(从 2011 年底开始提供)和早期到达(<3 小时)与首次和复发性中风(早期和晚期)之间的关联,使用广义估计方程考虑了多个参与者中风的聚类。完整模型的协变量包括中风类型、初始中风严重程度、婚姻状况、种族/民族、性别、年龄、保险、教育和 EMS 使用(仅早期到达模型)。
与首次中风相比,晚期复发组 EMS 到达的未调整优势比明显更高(晚期复发 OR=1.54,95%CI=1.18-1.99;早期复发 OR=1.24,95%CI=0.87-1.76)。调整后晚期复发的相关性仍然显著(调整后的 OR=1.46,95%CI=1.09-1.95)。2010 年前,早期复发组的早期到达未调整优势比无统计学意义(晚期复发 OR=1.05,CI=0.70-1.56;早期复发 OR=0.85,CI=0.54-1.33),而晚期复发与 2010 年后的早期到达相关(OR=1.32,95%CI=1.03-1.69)。经过充分调整后,它不再具有统计学意义(调整后的 OR=1.25,95%CI=0.96-1.62)。较高的初始中风严重程度、已婚状况和 EMS 使用与早期到达的优势比更高相关,而非裔美国人(AA)的优势比非西班牙裔白人(NHW)低。然而,AA 与 NHW 相比,使用 EMS 的优势比更高。与非已婚且不共同生活的人相比,已婚且共同生活的人使用 EMS 的可能性略低。
我们的研究检查了重复中风与早期到达和 EMS 使用之间的关联,将 EMS 使用作为中风教育的替代指标。首次中风后至少一年的复发与更高的 EMS 使用相关,但在考虑到 EMS 使用和可能的混杂因素后,没有足够的证据表明与早期到达相关。通过检查子集,我们可以确定受益于针对性教育的群体。例如,年龄较小、非 AA 患者中风较小、需要更多关于 EMS 使用的教育,而非洲裔美国患者则需要与更快的识别或紧急就诊相关的教育。