Agency-Level Factors Associated with EMS Volume for High-Impact Clinical Conditions and Patient Populations.

IF 2 3区 医学 Q2 EMERGENCY MEDICINE
Sriram Ramgopal, Rebecca E Cash, Christian Martin-Gill
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引用次数: 0

Abstract

Background: Emergency medical services (EMS) agencies play a crucial role in delivering prehospital care, yet significant variability exists in EMS call volume and the conditions encountered. Variation in EMS call volume across agencies (i.e., high- vs. low-frequency) for specific patient populations and clinical presentations across EMS agencies can have substantial impact on implementation strategies for new guidelines and performance measures. We sought to evaluate agency-level factors associated with EMS volume of specific clinical presentations to inform the planning of targeted quality improvement efforts and resource allocation related to specific high-impact clinical categories.

Methods: We conducted a retrospective analysis of the 2022 and 2023 National EMS Information System datasets, identifying EMS agencies that consistently reported patient encounters over a two-year period. We categorized encounters by key patient populations and clinical presentations, including cardiac arrest, trauma, stroke, pediatric cases, advanced airway management, and non-transport disposition. We used negative binomial regression to assess factors associated with EMS volumes.

Results: We included 7,230 EMS agencies, with 55,705,469 encounters. The median number of encounters by EMS agency was 1,988 encounters averaged per year (IQR 706-5,584 encounters averaged per year). Cardiac arrest was more frequent in mixed/volunteer agencies and less common in for-profit, non-hospital, and tribal-based EMS services. Trauma volume was higher in advanced life support (ALS) and critical care agencies, the West (relative to Midwest), and mixed/volunteer agencies (relative to non-volunteer agencies). Stroke volume was linked to greater ALS/critical care agencies and mixed/volunteer agencies but was lower in urban areas. Pediatric encounters were more common in urban, mixed/volunteer agencies, and tribal services but less frequent in for-profit and hospital-based agencies. Airway interventions were associated with ALS/critical care agencies, but were less frequent in tribal agencies. Non-transport occurred more commonly in ALS agencies and tribal agencies.

Conclusions: Distinct patterns of agency-level characteristics appear to exist in relation to the volume of EMS responses for specific patient populations and clinical presentations. These findings can inform agency-specific strategic planning for guideline implementation, resource allocation, and quality improvement in prehospital care.

与高影响临床条件和患者群体的EMS容量相关的机构级因素。
背景:紧急医疗服务(EMS)机构在提供院前护理方面发挥着至关重要的作用,但EMS呼叫量和遇到的条件存在显着差异。针对特定患者群体和临床表现,EMS各机构之间EMS呼叫量的差异(即高频与低频)可能对新指南和绩效指标的实施策略产生重大影响。我们试图评估与特定临床表现的EMS数量相关的机构级因素,以告知与特定高影响临床类别相关的有针对性的质量改进工作和资源分配计划。方法:我们对2022年和2023年国家EMS信息系统数据集进行了回顾性分析,确定了在两年内持续报告患者遭遇的EMS机构。我们根据关键患者群体和临床表现对遭遇进行分类,包括心脏骤停、创伤、中风、儿科病例、高级气道管理和非转运处置。我们使用负二项回归来评估与EMS体积相关的因素。结果:我们纳入了7230家EMS机构,55,705,469次就诊。EMS机构每年平均接触的中位数为1,988次(IQR 706-5,584次)。心脏骤停在混合/志愿机构中更为常见,而在营利性、非医院和以部落为基础的EMS服务中较不常见。创伤量在晚期生命支持(ALS)和重症监护机构、西部(相对于中西部)和混合/志愿机构(相对于非志愿机构)中较高。中风量与更多的ALS/重症护理机构和混合/志愿者机构有关,但在城市地区较低。儿科接触在城市、混合/志愿机构和部落服务机构中更为常见,但在营利性机构和医院机构中较少发生。气道干预与渐冻症/重症监护机构相关,但在部落机构较少。非运输更常见于ALS机构和部落机构。结论:在特定患者群体和临床表现的EMS应答量方面,机构级特征的不同模式似乎存在。这些发现可以为机构特定的战略规划提供指导实施、资源分配和院前护理质量改进的信息。
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来源期刊
Prehospital Emergency Care
Prehospital Emergency Care 医学-公共卫生、环境卫生与职业卫生
CiteScore
4.30
自引率
12.50%
发文量
137
审稿时长
1 months
期刊介绍: Prehospital Emergency Care publishes peer-reviewed information relevant to the practice, educational advancement, and investigation of prehospital emergency care, including the following types of articles: Special Contributions - Original Articles - Education and Practice - Preliminary Reports - Case Conferences - Position Papers - Collective Reviews - Editorials - Letters to the Editor - Media Reviews.
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