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将紧急医疗服务和急诊部数据关联起来,以改善北卡罗来纳州的药物过量监测。

Linking Emergency Medical Services and Emergency Department Data to Improve Overdose Surveillance in North Carolina.

机构信息

2331484049 Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA.

Department of Emergency Medicine, University of North Carolina, Chapel Hill, NC, USA.

出版信息

Public Health Rep. 2021 Nov-Dec;136(1_suppl):54S-61S. doi: 10.1177/00333549211012400.

Abstract

INTRODUCTION

Linking emergency medical services (EMS) data to emergency department (ED) data enables assessing the continuum of care and evaluating patient outcomes. We developed novel methods to enhance linkage performance and analysis of EMS and ED data for opioid overdose surveillance in North Carolina.

METHODS

We identified data on all EMS encounters in North Carolina during January 1-November 30, 2017, with documented naloxone administration and transportation to the ED. We linked these data with ED visit data in the North Carolina Disease Event Tracking and Epidemiologic Collection Tool. We manually reviewed a subset of data from 12 counties to create a gold standard that informed developing iterative linkage methods using demographic, time, and destination variables. We calculated the proportion of suspected opioid overdose EMS cases that received diagnosis codes for opioid overdose in the ED.

RESULTS

We identified 12 088 EMS encounters of patients treated with naloxone and transported to the ED. The 12-county subset included 1781 linkage-eligible EMS encounters, with historical linkage of 65.4% (1165 of 1781) and 1.6% false linkages. Through iterative linkage methods, performance improved to 91.0% (1620 of 1781) with 0.1% false linkages. Among statewide EMS encounters with naloxone administration, the linkage improved from 47.1% to 91.1%. We found diagnosis codes for opioid overdose in the ED among 27.2% of statewide linked records.

PRACTICE IMPLICATIONS

Through an iterative linkage approach, EMS-ED data linkage performance improved greatly while reducing the number of false linkages. Improved EMS-ED data linkage quality can enhance surveillance activities, inform emergency response practices, and improve quality of care through evaluating initial patient presentations, field interventions, and ultimate diagnoses.

摘要

简介

将紧急医疗服务(EMS)数据与急诊部(ED)数据相联系,能够评估医疗服务连续性并评估患者的治疗效果。我们开发了新的方法来增强北卡罗来纳州阿片类药物过量监测的 EMS 和 ED 数据的连接性能和分析。

方法

我们确定了 2017 年 1 月 1 日至 11 月 30 日期间北卡罗来纳州所有有记录的纳洛酮给药和送往急诊部的 EMS 遭遇的数据。我们将这些数据与北卡罗来纳州疾病事件跟踪和流行病学收集工具中的 ED 就诊数据相联系。我们从 12 个县的一部分数据进行了手动审查,创建了一个黄金标准,该标准为使用人口统计学、时间和目的地变量开发迭代链接方法提供了信息。我们计算了在 ED 中接受阿片类药物过量诊断代码的疑似阿片类药物过量 EMS 病例的比例。

结果

我们确定了 12088 例接受纳洛酮治疗并送往 ED 的患者的 EMS 遭遇。12 县的子集包括 1781 个符合链接条件的 EMS 遭遇,历史链接率为 65.4%(1165/1781),假链接率为 1.6%。通过迭代链接方法,性能提高到 91.0%(1620/1781),假链接率为 0.1%。在全州范围内接受纳洛酮给药的 EMS 遭遇中,链接率从 47.1%提高到 91.1%。我们发现全州范围内有链接记录的 27.2%的 ED 中存在阿片类药物过量的诊断代码。

实践意义

通过迭代链接方法,EMS-ED 数据链接性能得到了极大的提高,同时减少了假链接的数量。改进的 EMS-ED 数据链接质量可以通过评估初始患者表现、现场干预和最终诊断来增强监测活动、为应急响应实践提供信息,并提高护理质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1934/8573781/4a3f5f84904e/10.1177_00333549211012400-fig1.jpg

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