Sriram Ramgopal, Rebecca E Cash, Christian Martin-Gill
{"title":"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。","authors":"Sriram Ramgopal, Rebecca E Cash, Christian Martin-Gill","doi":"10.1080/10903127.2025.2550598","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-7"},"PeriodicalIF":2.0000,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Agency-Level Factors Associated with EMS Volume for High-Impact Clinical Conditions and Patient Populations.\",\"authors\":\"Sriram Ramgopal, Rebecca E Cash, Christian Martin-Gill\",\"doi\":\"10.1080/10903127.2025.2550598\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":20336,\"journal\":{\"name\":\"Prehospital Emergency Care\",\"volume\":\" \",\"pages\":\"1-7\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-09-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Prehospital Emergency Care\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/10903127.2025.2550598\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"EMERGENCY MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Prehospital Emergency Care","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/10903127.2025.2550598","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"EMERGENCY MEDICINE","Score":null,"Total":0}
Agency-Level Factors Associated with EMS Volume for High-Impact Clinical Conditions and Patient Populations.
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.
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.