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2012年国家急诊医疗服务信息系统(NEMSIS)公开发布的研究数据集描述。

Description of the 2012 NEMSIS public-release research dataset.

作者信息

Mann N Clay, Kane Lauren, Dai Mengtao, Jacobson Karen

出版信息

Prehosp Emerg Care. 2015 Apr-Jun;19(2):232-40. doi: 10.3109/10903127.2014.959219. Epub 2014 Oct 7.

Abstract

BACKGROUND

The National Emergency Medical Services Information System (NEMSIS) is a federally funded project designed to standardize emergency medical services (EMS) patient care reporting and facilitate state and national data repositories for the assessment of EMS systems of care. The purpose of this assessment is to characterize the annual NEMSIS 2012 Public-Release Research Dataset, detailing the strengths and limitations associated with use of these data for EMS quality assurance and/or research purposes.

METHODOLOGY

Using descriptive statistics, we evaluated the dataset completeness (i.e., presence of missing/null values) and dataset content. To assess data generalizability, we compared age distributions to the 2010 National Hospital Ambulatory Medical Care Survey (NHAMCS). Subanalyses were conducted for cardiac arrest- and trauma-related EMS activations to describe their characteristics, treatments, and dispositions. The analysis focuses primarily on 9-1-1 EMS activations resulting in the treatment and transport of a patient, excepting the analysis conducted for out-of-hospital cardiac arrests (OHCA), which includes scene deaths.

RESULTS

In 2012, 19,831,189 EMS activations were reported to NEMSIS by 8,439 agencies located in 42 states and territories. Of the 10,733,925 9-1-1 EMS activations reportedly treating and transporting a patient, the majority were attended by a paid EMT-paramedic (82%) employed by a fire-based EMS agency (25%) working in an urban area (53%). 9-1-1 call centers most likely dispatched EMS for a "sick person" (14%), while providers most likely reported pain (26%) as the patient's primary symptom and "traumatic injury" (13%) as the likely cause. NEMSIS data adequately characterize specific patient populations and demonstrate significant similarity to independent distributions of EMS patients (i.e., NHAMCS), yet missing data and use of null values remain prevalent.

CONCLUSIONS

The annual NEMSIS Public-Release Research Dataset is a valuable resource for evaluating the U.S. EMS activation population and can be used to conduct in-depth descriptions of the care of specific populations. However, the utility of the data are limited until the number of null values can be diminished and reporting becomes universal.

摘要

背景

国家紧急医疗服务信息系统(NEMSIS)是一个由联邦政府资助的项目,旨在规范紧急医疗服务(EMS)患者护理报告,并促进州和国家数据存储库的建立,以评估EMS护理系统。本评估的目的是描述2012年NEMSIS公开发布的研究数据集的特征,详细说明使用这些数据进行EMS质量保证和/或研究目的的优势和局限性。

方法

我们使用描述性统计方法评估数据集的完整性(即是否存在缺失/空值)和数据集内容。为了评估数据的普遍性,我们将年龄分布与2010年国家医院门诊医疗调查(NHAMCS)进行了比较。对与心脏骤停和创伤相关的EMS激活进行了亚分析,以描述其特征、治疗方法和处置情况。分析主要集中在导致患者接受治疗和转运的9-1-1 EMS激活事件上,但院外心脏骤停(OHCA)的分析除外,该分析包括现场死亡情况。

结果

2012年,位于42个州和地区的8439个机构向NEMSIS报告了19831189次EMS激活事件。在据报道对患者进行治疗和转运的10733925次9-1-1 EMS激活事件中,大多数由受雇于城市地区(53%)的基于消防部门的EMS机构(25%)的付费急救医疗技术员-护理人员(82%)参与。9-1-1呼叫中心最有可能因“病人”(14%)而派遣EMS,而医护人员最有可能将疼痛(26%)报告为患者的主要症状,将“创伤性损伤”(13%)报告为可能的病因。NEMSIS数据充分描述了特定患者群体的特征,并显示出与EMS患者的独立分布(即NHAMCS)有显著相似性,但缺失数据和空值的使用仍然很普遍。

结论

年度NEMSIS公开发布的研究数据集是评估美国EMS激活人群的宝贵资源,可用于对特定人群的护理进行深入描述。然而,在空值数量能够减少且报告变得普遍之前,这些数据的效用是有限的。

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