首页 > 最新文献

Prehospital Emergency Care最新文献

英文 中文
Characterization of ST-Elevation Myocardial Infarction Cases: Association Between Specific Dispatcher-Assigned Dispatch Determinant Codes and Hospital-Confirmed STEMI Cases in Qatar. ST段抬高型心肌梗死病例的特征:卡塔尔特定调度员分配的调度决定代码与医院确诊的 STEMI 病例之间的关联。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-09-04 DOI: 10.1080/10903127.2024.2387721
Ross Rutschman, Guillaume Alinier, Greg Scott, Thomas Reimann, Sonia Sliman Bounouh, Nicholas R Castle, Christopher Olola

Objectives: ST-elevation myocardial infarction (STEMI) is an Acute Myocardial Infarction (AMI) with the greatest risk of death and disability. Getting diagnosed patients rapid definitive treatment at the correct facility is crucial in improving their outcome. Using a Question-and-Answer algorithm (Mobile Priority Dispatch System (MPDS®)), trained Emergency Medical Dispatchers (EMDs) can help identifying STEMI at the time of dispatch. This can assist Emergency Medical Services (EMS) pre-planning transport to potential STEMI-receiving hospitals. The study aimed to determine whether hospital-confirmed STEMI cases transported by ambulance are associated with certain dispatch determinant codes and identify the treatments performed.

Methods: The retrospective study analyzed deidentified dispatch and hospital data of STEMI patients who were transported by Qatar's Ambulance Service between January 2018 and May 2021. Data analysis compared patient demographics with dispatch measures, considering chief complaint and determinant codes, and Percutaneous Coronary Intervention (PCI) treatment received.

Results: A total of 3,724 STEMI cases with MPDS® dispatch codes were retrieved. After excluding patient transfer and pandemic-related cases, a final sample of 2,607 cases was analyzed. Most STEMI patients (86.0%) were classified as high priority levels at dispatch, had chest pain as chief complaint (62.9%), and were male (90.8%). Approximately, 99.0% of the STEMI patients received PCI treatment. Distributions of STEMI cases and PCI treatment did not significantly differ by patient demographics and dispatch measures.

Conclusions: Qatar's STEMI patients are more likely to be male and to receive adequate acute care irrespective of any demographic factor and despite potential language issues. This study highlights that the chief complaint may be described or interpreted differently when the questioning language is not their mother tongue, or when there is a language barrier between the caller, call taker, or when using the MPDS® protocols language or when self-translating questions instantly in another language. Therefore, EMDs should be made aware of the language differences and be encouraged to further clarify the chief complaint when appropriate. There may be a need for potential refinements of the MPDS® questioning algorithm and EMD training with AMI symptoms reinforcement. This could help improve their early identification of STEMI cases with non-classic chest pain symptoms.

目标:ST段抬高型心肌梗死(STEMI)是急性心肌梗死(AMI)中致死和致残风险最高的一种。让确诊患者在正确的医疗机构得到快速明确的治疗对改善他们的预后至关重要。训练有素的紧急医疗调度员 (EMD) 可利用问答算法(移动优先调度系统 (MPDS®))在调度时帮助识别 STEMI。这可以帮助急救医疗服务(EMS)预先计划将患者转运到潜在的 STEMI 接收医院。该研究旨在确定救护车转运的医院确诊 STEMI 病例是否与某些调度决定代码相关,并确定所实施的治疗:这项回顾性研究分析了2018年1月至2021年5月期间由卡塔尔救护车服务部门转运的STEMI患者的去身份化调度和医院数据。数据分析比较了患者的人口统计学特征和调度措施,考虑了主诉和决定因素代码以及接受的经皮冠状动脉介入治疗(PCI):共检索到 3,724 例具有 MPDS® 调度代码的 STEMI 病例。在排除患者转院和大流行相关病例后,最终分析了 2,607 个病例样本。大多数 STEMI 患者(86.0%)在调度时被列为高度优先级别,主诉为胸痛(62.9%),男性(90.8%)。约 99.0% 的 STEMI 患者接受了 PCI 治疗。STEMI 病例和 PCI 治疗的分布在患者人口统计学和调度措施方面没有明显差异:结论:卡塔尔的 STEMI 患者更可能是男性,而且无论人口统计学因素如何,也无论是否存在潜在的语言问题,他们都能得到充分的急诊治疗。这项研究强调,当提问语言不是患者母语时,或当呼叫者和接线员之间存在语言障碍时,或当使用 MPDS® 协议语言时,或当自我翻译问题时,主诉可能会有不同的描述或解释。因此,应让紧急医疗救护人员意识到语言差异,并鼓励他们在适当的时候进一步澄清主诉。可能需要对 MPDS® 提问算法和急性心肌梗死症状强化 EMD 培训进行潜在的改进。这有助于提高他们对具有非典型胸痛症状的 STEMI 病例的早期识别能力。
{"title":"Characterization of ST-Elevation Myocardial Infarction Cases: Association Between Specific Dispatcher-Assigned Dispatch Determinant Codes and Hospital-Confirmed STEMI Cases in Qatar.","authors":"Ross Rutschman, Guillaume Alinier, Greg Scott, Thomas Reimann, Sonia Sliman Bounouh, Nicholas R Castle, Christopher Olola","doi":"10.1080/10903127.2024.2387721","DOIUrl":"10.1080/10903127.2024.2387721","url":null,"abstract":"<p><strong>Objectives: </strong>ST-elevation myocardial infarction (STEMI) is an Acute Myocardial Infarction (AMI) with the greatest risk of death and disability. Getting diagnosed patients rapid definitive treatment at the correct facility is crucial in improving their outcome. Using a Question-and-Answer algorithm (Mobile Priority Dispatch System (MPDS<sup>®</sup>)), trained Emergency Medical Dispatchers (EMDs) can help identifying STEMI at the time of dispatch. This can assist Emergency Medical Services (EMS) pre-planning transport to potential STEMI-receiving hospitals. The study aimed to determine whether hospital-confirmed STEMI cases transported by ambulance are associated with certain dispatch determinant codes and identify the treatments performed.</p><p><strong>Methods: </strong>The retrospective study analyzed deidentified dispatch and hospital data of STEMI patients who were transported by Qatar's Ambulance Service between January 2018 and May 2021. Data analysis compared patient demographics with dispatch measures, considering chief complaint and determinant codes, and Percutaneous Coronary Intervention (PCI) treatment received.</p><p><strong>Results: </strong>A total of 3,724 STEMI cases with MPDS<sup>®</sup> dispatch codes were retrieved. After excluding patient transfer and pandemic-related cases, a final sample of 2,607 cases was analyzed. Most STEMI patients (86.0%) were classified as high priority levels at dispatch, had chest pain as chief complaint (62.9%), and were male (90.8%). Approximately, 99.0% of the STEMI patients received PCI treatment. Distributions of STEMI cases and PCI treatment did not significantly differ by patient demographics and dispatch measures.</p><p><strong>Conclusions: </strong>Qatar's STEMI patients are more likely to be male and to receive adequate acute care irrespective of any demographic factor and despite potential language issues. This study highlights that the chief complaint may be described or interpreted differently when the questioning language is not their mother tongue, or when there is a language barrier between the caller, call taker, or when using the MPDS<sup>®</sup> protocols language or when self-translating questions instantly in another language. Therefore, EMDs should be made aware of the language differences and be encouraged to further clarify the chief complaint when appropriate. There may be a need for potential refinements of the MPDS<sup>®</sup> questioning algorithm and EMD training with AMI symptoms reinforcement. This could help improve their early identification of STEMI cases with non-classic chest pain symptoms.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-9"},"PeriodicalIF":2.1,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142018325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
"Dead or Alive?" Assessment of the Binary End-of-Event Outcome Indicator for the NEMSIS Public Research Dataset. "死还是活?评估 NEMSIS 公共研究数据集的二进制事件结束结果指标。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-23 DOI: 10.1080/10903127.2024.2389551
Mary E Helander

Objectives: The National Emergency Medical Services Information System (NEMSIS) provides a robust set of data to evaluate prehospital care. However, a major limitation is that the vast majority of the records lack a definitive outcome. This study aimed to evaluate the performance of a recently proposed method ("MLB" method) to impute missing end-of-EMS-event outcomes ("dead" or "alive") for patient care reports in the NEMSIS public research dataset.

Methods: This study reproduced the recently published method for patient outcome imputation in the NEMSIS database and replicated the results for years 2017 through 2022 (n = 686,075). We performed statistical analyses leveraging an array of established performance metrics for binary classification from the machine learning literature. Evaluation metrics included overall accuracy, true positive rate, true negative rate, balanced accuracy, precision, F1 score, Cohen's Kappa coefficient, Matthews' coefficient, Hamming loss, the Jaccard similarity score, and the receiver operating characteristic/area under the curve.

Results: Extended metrics show consistently good imputation performance from year-to-year but reveal weakness in accurately indicating the minority class: e.g., after adjustments for conflicting labels, "dead" prediction accuracy is 77.7% for 2018 and 61.8% over the six-year NEMSIS sub-sample, even though overall accuracy is 98.8%. Slight over-fitting is also present.

Conclusions: This study found that the recently published MLB method produced reasonably good "dead" or "alive" indicators. We recommend reporting of True Positive Rate ("dead" prediction accuracy) and True Negative Rate ("alive" prediction accuracy) when applying the imputation method for analyses of NEMSIS data. More attention by EMS clinicians to complete documentation of target NEMSIS elements can further improve the method's performance.

目的:国家紧急医疗服务信息服务系统(NEMSIS)提供了一套强大的数据来评估院前护理。然而,其主要局限性在于绝大多数记录缺乏明确的结果。我们的目的是评估最近提出的一种方法("MLB "方法)的性能,该方法可对 NEMSIS 公共研究数据集中的患者护理报告中缺失的急救事件结束结果("死亡 "或 "存活")进行估算:本研究在 NEMSIS 数据库中复制了最近公布的患者结果估算方法,并复制了 2017 年至 2022 年(n = 686,075 人)的结果。我们利用机器学习文献中一系列既定的二元分类性能指标进行了统计分析。评估指标包括总体准确率、真阳性率、真阴性率、平衡准确率、精确度、F1 分数、科恩卡帕系数、马修斯系数、汉明损失、Jaccard 相似性得分以及接收者操作特征/曲线下面积:扩展指标显示,各年的估算性能始终良好,但在准确显示少数群体类别方面存在弱点:例如,在对冲突标签进行调整后,2018 年的 "死亡 "预测准确率为 77.7%,六年 NEMSIS 子样本的准确率为 61.8%,尽管总体准确率为 98.8%。此外,还存在轻微的过拟合现象:我们发现,最近公布的 MLB 方法产生了相当好的 "死 "或 "活 "指标。我们建议在应用归因法分析 NEMSIS 数据时报告真阳性率("死亡 "预测准确率)和真阴性率("存活 "预测准确率)。紧急医疗服务临床医生应更多地关注 NEMSIS 目标要素的完整记录,以进一步提高该方法的性能。
{"title":"\"Dead or Alive?\" Assessment of the Binary End-of-Event Outcome Indicator for the NEMSIS Public Research Dataset.","authors":"Mary E Helander","doi":"10.1080/10903127.2024.2389551","DOIUrl":"10.1080/10903127.2024.2389551","url":null,"abstract":"<p><strong>Objectives: </strong>The National Emergency Medical Services Information System (NEMSIS) provides a robust set of data to evaluate prehospital care. However, a major limitation is that the vast majority of the records lack a definitive outcome. This study aimed to evaluate the performance of a recently proposed method (\"MLB\" method) to impute missing end-of-EMS-event outcomes (\"dead\" or \"alive\") for patient care reports in the NEMSIS public research dataset.</p><p><strong>Methods: </strong>This study reproduced the recently published method for patient outcome imputation in the NEMSIS database and replicated the results for years 2017 through 2022 (<i>n</i> = 686,075). We performed statistical analyses leveraging an array of established performance metrics for binary classification from the machine learning literature. Evaluation metrics included overall accuracy, true positive rate, true negative rate, balanced accuracy, precision, F1 score, Cohen's Kappa coefficient, Matthews' coefficient, Hamming loss, the Jaccard similarity score, and the receiver operating characteristic/area under the curve.</p><p><strong>Results: </strong>Extended metrics show consistently good imputation performance from year-to-year but reveal weakness in accurately indicating the minority class: e.g., after adjustments for conflicting labels, \"dead\" prediction accuracy is 77.7% for 2018 and 61.8% over the six-year NEMSIS sub-sample, even though overall accuracy is 98.8%. Slight over-fitting is also present.</p><p><strong>Conclusions: </strong>This study found that the recently published MLB method produced reasonably good \"dead\" or \"alive\" indicators. We recommend reporting of True Positive Rate (\"dead\" prediction accuracy) and True Negative Rate (\"alive\" prediction accuracy) when applying the imputation method for analyses of NEMSIS data. More attention by EMS clinicians to complete documentation of target NEMSIS elements can further improve the method's performance.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-10"},"PeriodicalIF":2.1,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141898096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
EMS Bypass to Endovascular Stroke Centers is Associated with Shorter Time to Thrombolysis and Thrombectomy for LVO Stroke. 急救分流到血管内卒中中心与缩短 LVO 卒中溶栓和取栓时间有关。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-19 DOI: 10.1080/10903127.2024.2388882
Alexander Kuc, Ryan Overberger, Derek L Isenberg, Kevin A Henry, Huquing Zhao, Adam Sigal, Susan Wojcik, Joseph Herres, Ethan Brandler, Jason T Nomura, Chadd K Kraus, Daniel Ackerman, Arianna Peluso, Nina Gentile

Objectives: Large vessel occlusion (LVO) strokes may be eligible for treatment with intravenous thrombolysis (IVT) and endovascular therapy (EVT). Patients selected for treatment have better neurologic outcomes with EVT, and delays in this therapy lead to worse outcomes. However, EVT is offered at a limited number of hospitals, referred to as endovascular stroke centers (ESC). This poses a difficult decision for EMS: to take potential stroke patients to the closest primary stroke center (PSC) or longer transport time to a more distant ESC. We hypothesized that patients with LVO stroke undergoing EVT transported directly to an ESC would have more favorable outcomes as measured by the modified Rankin scale (mRS) at 90 days, compared to transport to a PSC followed by transfer to an ESC.

Methods: The OPUS-REACH consortium examined transportation patterns and outcomes in patients with LVO stroke who received endovascular treatment. This cohort includes 2400 patients with LVO stroke throughout eight endovascular centers in the Northeast U.S. from 2015 to 2020. All patients enrolled in the OPUS-REACH database were eligible for inclusion. Patients were excluded if they were missing the pickup address, had an in-hospital stroke, or arrived via mobile stroke unit. The remaining patients were separated into two groups: the bypass group, with transportation by EMS to an ESC by bypassing PSC, and the non-bypass group, with initial transport to PSC and interfacility transport to an ESC. The primary outcome was the modified Rankin scale (mRS) at 90 days, where 0-2 was defined as "good".

Results: The primary outcome did not reach significance with 40% of the bypass group as compared with the 33.1% of the non-bypass group having a "good" outcome. However, the bypass group underwent shorter times from last-known-well to both thrombolysis (120.9 vs 153.3 min, p < 0.001) and thrombectomy (356.1 vs 454.8 min, p = 0.001).

Conclusions: In patients with LVO stroke who undergo thrombectomy, EMS transport directly to an ESC results in shorter time thrombectomy, although we did not observe a difference in 90-day functional outcomes. Additionally, bypass to reach a more capable endovascular stroke center does not delay administration of IVT from time of LKW.

目的:大血管闭塞性脑卒中(LVO)可能符合静脉溶栓(IVT)和血管内治疗(EVT)的治疗条件。被选中接受治疗的患者接受 EVT 治疗的神经功能预后更好,而延误治疗则会导致预后更差。然而,只有少数医院提供 EVT,这些医院被称为血管内卒中中心(ESC)。这给急救服务带来了一个艰难的抉择:是将潜在的卒中患者送往最近的初级卒中中心(PSC),还是送往距离更远的 ESC 需要更长的转运时间。我们假设,与先转运至初级卒中中心再转运至 ESC 相比,直接转运至 ESC 并接受 EVT 治疗的 LVO 卒中患者 90 天后的改良 Rankin 评分(mRS)结果更佳:OPUS-REACH 联合会研究了接受血管内治疗的 LVO 中风患者的转运模式和预后。该队列包括 2015 年至 2020 年期间在美国东北部 8 个血管内治疗中心接受治疗的 2400 名 LVO 中风患者。所有加入 OPUS-REACH 数据库的患者均符合纳入条件。如果患者缺少接诊地址、发生院内卒中或通过移动卒中单元到达,则排除在外。其余患者分为两组:绕行组,由急救中心绕过急诊中心转运至急诊中心;非绕行组,最初转运至急诊中心,然后在医院间转运至急诊中心。主要结果是90天后的改良Rankin量表(mRS),0-2分为 "良好":主要结果并不显著,搭桥组 40% 的结果为 "良好",而非搭桥组只有 33.1% 的结果为 "良好"。然而,搭桥组患者从最后一次已知井到两次溶栓的时间更短(120.9 分钟对 153.3 分钟,P 结论:搭桥组患者从最后一次已知井到两次溶栓的时间更短(120.9 分钟对 153.3 分钟,P 结论):对于接受血栓切除术的低密度脂蛋白血栓性脑卒中患者,急救车直接送往 ESC 可缩短血栓切除时间,但我们并未观察到 90 天功能预后的差异。此外,绕道到达能力更强的血管内卒中中心并不会延迟从 LKW 开始的 IVT 治疗。
{"title":"EMS Bypass to Endovascular Stroke Centers is Associated with Shorter Time to Thrombolysis and Thrombectomy for LVO Stroke.","authors":"Alexander Kuc, Ryan Overberger, Derek L Isenberg, Kevin A Henry, Huquing Zhao, Adam Sigal, Susan Wojcik, Joseph Herres, Ethan Brandler, Jason T Nomura, Chadd K Kraus, Daniel Ackerman, Arianna Peluso, Nina Gentile","doi":"10.1080/10903127.2024.2388882","DOIUrl":"10.1080/10903127.2024.2388882","url":null,"abstract":"<p><strong>Objectives: </strong>Large vessel occlusion (LVO) strokes may be eligible for treatment with intravenous thrombolysis (IVT) and endovascular therapy (EVT). Patients selected for treatment have better neurologic outcomes with EVT, and delays in this therapy lead to worse outcomes. However, EVT is offered at a limited number of hospitals, referred to as endovascular stroke centers (ESC). This poses a difficult decision for EMS: to take potential stroke patients to the closest primary stroke center (PSC) or longer transport time to a more distant ESC. We hypothesized that patients with LVO stroke undergoing EVT transported directly to an ESC would have more favorable outcomes as measured by the modified Rankin scale (mRS) at 90 days, compared to transport to a PSC followed by transfer to an ESC.</p><p><strong>Methods: </strong>The OPUS-REACH consortium examined transportation patterns and outcomes in patients with LVO stroke who received endovascular treatment. This cohort includes 2400 patients with LVO stroke throughout eight endovascular centers in the Northeast U.S. from 2015 to 2020. All patients enrolled in the OPUS-REACH database were eligible for inclusion. Patients were excluded if they were missing the pickup address, had an in-hospital stroke, or arrived <i>via</i> mobile stroke unit. The remaining patients were separated into two groups: the bypass group, with transportation by EMS to an ESC by bypassing PSC, and the non-bypass group, with initial transport to PSC and interfacility transport to an ESC. The primary outcome was the modified Rankin scale (mRS) at 90 days, where 0-2 was defined as \"good\".</p><p><strong>Results: </strong>The primary outcome did not reach significance with 40% of the bypass group as compared with the 33.1% of the non-bypass group having a \"good\" outcome. However, the bypass group underwent shorter times from last-known-well to both thrombolysis (120.9 vs 153.3 min, <i>p</i> < 0.001) and thrombectomy (356.1 vs 454.8 min, <i>p</i> = 0.001).</p><p><strong>Conclusions: </strong>In patients with LVO stroke who undergo thrombectomy, EMS transport directly to an ESC results in shorter time thrombectomy, although we did not observe a difference in 90-day functional outcomes. Additionally, bypass to reach a more capable endovascular stroke center does not delay administration of IVT from time of LKW.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-6"},"PeriodicalIF":2.1,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141902644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prehospital Post-Resuscitation Vital Sign Phenotypes are Associated with Outcomes Following Out-of-Hospital Cardiac Arrest. 院前复苏后生命体征表型与院外心脏骤停后的预后有关。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-15 DOI: 10.1080/10903127.2024.2386445
Tanner Smida, Bradley S Price, Alan Mizener, Remle P Crowe, James M Bardes

Objectives: The use of machine learning to identify patient 'clusters' using post-return of spontaneous circulation (ROSC) vital signs may facilitate the identification of patient subgroups at high risk of rearrest and mortality. Our objective was to use k-means clustering to identify post-ROSC vital sign clusters and determine whether these clusters were associated with rearrest and mortality.

Methods: The ESO Data Collaborative 2018-2022 datasets were used for this study. We included adult, non-traumatic OHCA patients with >2 post-ROSC vital sign sets. Patients were excluded if they had an EMS-witnessed OHCA or were encountered during an interfacility transfer. Unsupervised (k-means) clustering was performed using minimum, maximum, and delta (last minus first) systolic blood pressure (BP), heart rate, SpO2, shock index, and pulse pressure. The assessed outcomes were mortality and rearrest. To explore the association between rearrest, mortality, and cluster, multivariable logistic regression modeling was used.

Results: Within our cohort of 12,320 patients, five clusters were identified. Patients in cluster 1 were hypertensive, patients in cluster 2 were normotensive, patients in cluster 3 were hypotensive and tachycardic (n = 2164; 17.6%), patients in cluster 4 were hypoxemic and exhibited increasing systolic BP, and patients in cluster 5 were severely hypoxemic and exhibited a declining systolic BP. The overall proportion of patients who experienced mortality stratified by cluster was 63.4% (c1), 68.1% (c2), 78.8% (c3), 84.8% (c4), and 86.6% (c5). In comparison to the cluster with the lowest mortality (c1), each other cluster was associated with greater odds of mortality and rearrest.

Conclusions: Unsupervised k-means clustering yielded 5 post-ROSC vital sign clusters that were associated with rearrest and mortality.

目的:利用自发性循环(ROSC)恢复后的生命体征,通过机器学习识别患者 "群组",可帮助识别再次抢救和死亡率高的患者亚群:利用机器学习识别自发性循环(ROSC)后生命体征的患者 "集群 "可能有助于识别再次发病和死亡风险较高的患者亚群。我们的目标是使用k均值聚类来识别ROSC后生命体征群组,并确定这些群组是否与再休克和死亡率相关。方法:本研究使用了ESO数据协作2018-2022数据集。我们纳入了ROSC后生命体征组数大于2组的成人非创伤性OHCA患者。如果患者有急救人员目击的 OHCA 或在医院间转运过程中遇到 OHCA,则将其排除在外。使用收缩压(BP)、心率、SpO2、休克指数和脉压的最小值、最大值和 delta 值(最后值减去最先值)进行无监督(k-均值)聚类。评估结果为死亡率和再次发病率。结果:在我们的 12,320 名患者队列中,确定了五个群组。第 1 组为高血压患者,第 2 组为正常血压患者,第 3 组为低血压和心动过速患者(n = 2,164; 17.6%),第 4 组为低氧血症患者,收缩压不断升高,第 5 组为严重低氧血症患者,收缩压不断下降。按群组分层,出现死亡的患者总比例分别为 63.4%(c1)、68.1%(c2)、78.8%(c3)、84.8%(c4)和 86.6%(c5)。与死亡率最低的群组(c1)相比,其他群组的死亡率和再次被捕的几率都更高:无监督k均值聚类产生了5个与再次逮捕和死亡率相关的ROSC后生命体征聚类。
{"title":"Prehospital Post-Resuscitation Vital Sign Phenotypes are Associated with Outcomes Following Out-of-Hospital Cardiac Arrest.","authors":"Tanner Smida, Bradley S Price, Alan Mizener, Remle P Crowe, James M Bardes","doi":"10.1080/10903127.2024.2386445","DOIUrl":"10.1080/10903127.2024.2386445","url":null,"abstract":"<p><strong>Objectives: </strong>The use of machine learning to identify patient 'clusters' using post-return of spontaneous circulation (ROSC) vital signs may facilitate the identification of patient subgroups at high risk of rearrest and mortality. Our objective was to use k-means clustering to identify post-ROSC vital sign clusters and determine whether these clusters were associated with rearrest and mortality.</p><p><strong>Methods: </strong>The ESO Data Collaborative 2018-2022 datasets were used for this study. We included adult, non-traumatic OHCA patients with >2 post-ROSC vital sign sets. Patients were excluded if they had an EMS-witnessed OHCA or were encountered during an interfacility transfer. Unsupervised (<i>k</i>-means) clustering was performed using minimum, maximum, and delta (last minus first) systolic blood pressure (BP), heart rate, SpO<sub>2</sub>, shock index, and pulse pressure. The assessed outcomes were mortality and rearrest. To explore the association between rearrest, mortality, and cluster, multivariable logistic regression modeling was used.</p><p><strong>Results: </strong>Within our cohort of 12,320 patients, five clusters were identified. Patients in cluster 1 were hypertensive, patients in cluster 2 were normotensive, patients in cluster 3 were hypotensive and tachycardic (<i>n</i> = 2164; 17.6%), patients in cluster 4 were hypoxemic and exhibited increasing systolic BP, and patients in cluster 5 were severely hypoxemic and exhibited a declining systolic BP. The overall proportion of patients who experienced mortality stratified by cluster was 63.4% (c1), 68.1% (c2), 78.8% (c3), 84.8% (c4), and 86.6% (c5). In comparison to the cluster with the lowest mortality (c1), each other cluster was associated with greater odds of mortality and rearrest.</p><p><strong>Conclusions: </strong>Unsupervised k-means clustering yielded 5 post-ROSC vital sign clusters that were associated with rearrest and mortality.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-8"},"PeriodicalIF":2.1,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141875731","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Epidemiology of Out-of-Hospital Pediatric Airway Management in the 2019 ESO Data Collaborative. 2019年ESO数据协作中的院外儿科气道管理流行病学。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-15 DOI: 10.1080/10903127.2024.2383967
Erin R Hanlin, Hei Kit Chan, Harold Covert, Matthew Hansen, Barbara Wendelberger, Manish I Shah, Nichole Bosson, Marianne Gausche-Hill, John M VanBuren, Kevin Schulz, Ryan Huebinger, Henry E Wang

Objectives: Airway management is a fundamental skill that Emergency Medical Services (EMS) clinicians must be prepared to perform on patients of any age. We performed one of the first epidemiological studies of out-of-hospital pediatric airway management utilizing the ESO data set.

Methods: We used the 2019 ESO Data Collaborative public release research data set. We performed a descriptive analysis of all patients <18 years receiving at least one of the following airway management interventions: nasopharyngeal airway, oropharyngeal airway, noninvasive positive pressure ventilation (NIPPV), airway suctioning, bag-valve-mask ventilation (BVM), tracheal intubation (TI), supraglottic airway (SGA) or surgical airway placement. We determined the success rates for BVM, TI and SGA.

Results: Among 7,422,710 911 EMS activations, there were 346,912 pediatric encounters that resulted in patient care. Airway management occurred in 27,071 encounters (7,803 per 100,000 pediatric EMS patient care events). Use of BVM, intubation or supraglottic airway insertion occurred in 3,496 encounters (1,007 per 100,000 pediatric EMS patient care events). Ventilation with BVM occurred in 2,226 encounters (642 per 100,000 pediatric EMS patient care events), TI in 935 pediatric EMS patient care encounters (270 per 100,000 patient care encounters), and supraglottic airway insertion in 335 patient encounters (97 per 100,000 patient care encounters). Overall TI success was 71.4%, rapid sequence intubation success was 86.3%, and SGA success was 87.2%. Overall TI first pass success rate was 63.1%.

Conclusions: In the ESO cohort, advanced airway management of children occurred in only 5.9 in 10,000 911 emergency encounters. Overall and first pass success rates for TI were low. These data provide contemporary perspectives of pediatric prehospital airway management in the United States.

目的:气道管理是紧急医疗服务(EMS)临床医生必须准备好对任何年龄段的患者实施的一项基本技能。我们利用 ESO 数据集对院外儿科气道管理进行了首次流行病学研究。方法:我们使用了 2019 年 ESO 数据协作组织公开发布的研究数据集。我们对所有患者进行了描述性分析 结果:在 7,422,710 次 911 紧急医疗服务启动中,有 346,912 次儿科就诊导致了患者护理。气道管理发生在 27,071 次事件中(每 100,000 次儿科急救病人护理事件中有 7,803 次发生气道管理)。使用 BVM、插管或插入声门上气道的事件有 3496 次(每 100,000 次儿科急救病人护理事件中有 1,007 次)。使用 BVM 通气的有 2,226 次(每 100,000 次儿科急救病人护理事件中有 642 次),使用 TI 的有 935 次(每 100,000 次病人护理事件中有 270 次),插入声门上气道的有 335 次(每 100,000 次病人护理事件中有 97 次)。总体 TI 成功率为 71.4%,快速顺序插管成功率为 86.3%,SGA 成功率为 87.2%。总体 TI 首次通过成功率为 63.1%:在ESO队列中,每10,000次911急诊中仅有5.9次对儿童进行了高级气道管理。TI 的总体成功率和首次通过率都很低。这些数据提供了美国儿科院前气道管理的现代视角。
{"title":"The Epidemiology of Out-of-Hospital Pediatric Airway Management in the 2019 ESO Data Collaborative.","authors":"Erin R Hanlin, Hei Kit Chan, Harold Covert, Matthew Hansen, Barbara Wendelberger, Manish I Shah, Nichole Bosson, Marianne Gausche-Hill, John M VanBuren, Kevin Schulz, Ryan Huebinger, Henry E Wang","doi":"10.1080/10903127.2024.2383967","DOIUrl":"10.1080/10903127.2024.2383967","url":null,"abstract":"<p><strong>Objectives: </strong>Airway management is a fundamental skill that Emergency Medical Services (EMS) clinicians must be prepared to perform on patients of any age. We performed one of the first epidemiological studies of out-of-hospital pediatric airway management utilizing the ESO data set.</p><p><strong>Methods: </strong>We used the 2019 ESO Data Collaborative public release research data set. We performed a descriptive analysis of all patients <18 years receiving at least one of the following airway management interventions: nasopharyngeal airway, oropharyngeal airway, noninvasive positive pressure ventilation (NIPPV), airway suctioning, bag-valve-mask ventilation (BVM), tracheal intubation (TI), supraglottic airway (SGA) or surgical airway placement. We determined the success rates for BVM, TI and SGA.</p><p><strong>Results: </strong>Among 7,422,710 911 EMS activations, there were 346,912 pediatric encounters that resulted in patient care. Airway management occurred in 27,071 encounters (7,803 per 100,000 pediatric EMS patient care events). Use of BVM, intubation or supraglottic airway insertion occurred in 3,496 encounters (1,007 per 100,000 pediatric EMS patient care events). Ventilation with BVM occurred in 2,226 encounters (642 per 100,000 pediatric EMS patient care events), TI in 935 pediatric EMS patient care encounters (270 per 100,000 patient care encounters), and supraglottic airway insertion in 335 patient encounters (97 per 100,000 patient care encounters). Overall TI success was 71.4%, rapid sequence intubation success was 86.3%, and SGA success was 87.2%. Overall TI first pass success rate was 63.1%.</p><p><strong>Conclusions: </strong>In the ESO cohort, advanced airway management of children occurred in only 5.9 in 10,000 911 emergency encounters. Overall and first pass success rates for TI were low. These data provide contemporary perspectives of pediatric prehospital airway management in the United States.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-6"},"PeriodicalIF":2.1,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141917346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Guided Comparative Analysis of Fatigue Frameworks in Australasian Ambulance Services. 澳大拉西亚救护车服务疲劳框架的指导性比较分析。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-15 DOI: 10.1080/10903127.2024.2381055
Matthew J Ferris, Alexander P Wolkow, Kelly-Ann Bowles, Aislinn Lalor

Objective: Paramedics work in a complex, unpredictable environment, subject to many external stressors including critically unwell patients, dangerous driving conditions, and prolonged shift work. Paramedic fatigue from these and other occupational demands is well documented. Ambulance services attempt to safeguard paramedics from fatigue using internal policies or procedures - a type of Fatigue Risk Management Systems (FRMSs). This study reviews ambulance service fatigue frameworks to understand the current situation in fatigue management in paramedicine, and to identify fatigue monitoring tools, strategies, and other components of these frameworks that are designed to protect personnel.

Methods: This study involved a qualitative document thematic content analysis. All eleven statutory ambulance services across Australia, New Zealand, and Papua New Guinea, represented by the Council of Ambulance Authorities, were contacted and invited to participate. Fatigue frameworks were collated and entered into NVivo where data extraction occurred through three a priori areas (fatigue, fatigue mitigation tools & fatigue management).

Results: Nine of the eleven ambulance services provided fatigue documentation, with one declining to participate, and one did not respond to invitations. Through thematic analysis and abstraction, seven themes were identified: fatigue definition, consequences of fatigue, sources of fatigue, signs and symptoms of fatigue, fatigue-related incidents, fatigue monitoring tools, and fatigue mitigation. There was also poor alignment between provided frameworks and established FRMSs components.

Conclusion: Our findings provide an initial insight into existing ambulance service fatigue frameworks across Australia, New Zealand, and Papua New Guinea. The many inconsistencies in frameworks between ambulance services highlight an opportunity to develop a more consistent, collaborative approach that follows evidence-based FRMSs guidelines.

目的:辅助医务人员的工作环境复杂多变,要承受许多外部压力,包括危重病人、危险的驾驶条件和长期轮班工作。辅助医务人员因这些和其他职业要求而产生疲劳的情况屡见不鲜。救护服务机构试图通过内部政策或程序--疲劳风险管理系统(FRMS)的一种--来保护辅助医务人员免受疲劳的影响。本研究回顾了救护服务疲劳框架,以了解辅助医务人员疲劳管理的现状,并确定疲劳监测工具、策略以及这些框架中旨在保护人员的其他组成部分:本研究采用定性文件主题内容分析法。我们联系并邀请了澳大利亚、新西兰和巴布亚新几内亚的所有 11 家法定救护服务机构(由救护机构理事会代表)参与研究。对疲劳框架进行了整理,并将其输入 NVivo,通过三个先验领域(疲劳、疲劳缓解工具和疲劳管理)进行数据提取:结果:11 家救护车服务机构中有 9 家提供了疲劳文件,1 家拒绝参与,1 家未对邀请做出回应。通过主题分析和抽象,确定了七个主题:疲劳定义、疲劳后果、疲劳来源、疲劳迹象和症状、疲劳相关事件、疲劳监测工具和疲劳缓解。此外,所提供的框架与既定的 FRMSs 组成部分之间的一致性也很差:我们的研究结果提供了对澳大利亚、新西兰和巴布亚新几内亚现有救护服务疲劳框架的初步见解。救护服务之间的框架存在许多不一致之处,这凸显出我们有机会制定一种更加一致的合作方法,以遵循基于证据的 FRMSs 指南。
{"title":"A Guided Comparative Analysis of Fatigue Frameworks in Australasian Ambulance Services.","authors":"Matthew J Ferris, Alexander P Wolkow, Kelly-Ann Bowles, Aislinn Lalor","doi":"10.1080/10903127.2024.2381055","DOIUrl":"10.1080/10903127.2024.2381055","url":null,"abstract":"<p><strong>Objective: </strong>Paramedics work in a complex, unpredictable environment, subject to many external stressors including critically unwell patients, dangerous driving conditions, and prolonged shift work. Paramedic fatigue from these and other occupational demands is well documented. Ambulance services attempt to safeguard paramedics from fatigue using internal policies or procedures - a type of Fatigue Risk Management Systems (FRMSs). This study reviews ambulance service fatigue frameworks to understand the current situation in fatigue management in paramedicine, and to identify fatigue monitoring tools, strategies, and other components of these frameworks that are designed to protect personnel.</p><p><strong>Methods: </strong>This study involved a qualitative document thematic content analysis. All eleven statutory ambulance services across Australia, New Zealand, and Papua New Guinea, represented by the Council of Ambulance Authorities, were contacted and invited to participate. Fatigue frameworks were collated and entered into NVivo where data extraction occurred through three a priori areas (fatigue, fatigue mitigation tools & fatigue management).</p><p><strong>Results: </strong>Nine of the eleven ambulance services provided fatigue documentation, with one declining to participate, and one did not respond to invitations. Through thematic analysis and abstraction, seven themes were identified: fatigue definition, consequences of fatigue, sources of fatigue, signs and symptoms of fatigue, fatigue-related incidents, fatigue monitoring tools, and fatigue mitigation. There was also poor alignment between provided frameworks and established FRMSs components.</p><p><strong>Conclusion: </strong>Our findings provide an initial insight into existing ambulance service fatigue frameworks across Australia, New Zealand, and Papua New Guinea. The many inconsistencies in frameworks between ambulance services highlight an opportunity to develop a more consistent, collaborative approach that follows evidence-based FRMSs guidelines.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-9"},"PeriodicalIF":2.1,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141760504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Changing the Culture to Improve CCF: An Improvement Project. 改变文化以改进基督教儿童基金:改进项目。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-15 DOI: 10.1080/10903127.2024.2388271
Joshua Kimbrell, Jacob Geldner, Dheuris Rodriguez, Dana Poke, Brittany Kalosza, Maria Rampersaud, Christian Dupree, Rick Allgood, Mike Taigman, John Vega

Objectives: After identifying chest compression fraction (CCF) as a key area for improvement, our Emergency Medical Services (EMS) agency aimed to improve our baseline monthly median CCF from 81.5% to 90% or more in paramedic-attended medical cardiac arrests by December 2023. The CCF is a process measure that, if improved, has been shown to increase likelihood of survival from cardiac arrest. Working as a hospital EMS agency within a large urban 9-1-1 system, our interventions focused on paramedics once they arrived on scene.

Methods: This project used repeated Plan-Do-Study-Act (PDSA) cycles with brainstorming sessions, focus groups, and data review to achieve improvement. Interventions included standardized clinician feedback forms, increased follow-up for patients with ongoing resuscitation, a designated CPR team leader during resuscitations, and a pre-charged defibrillator prior to rhythm checks. These interventions were evaluated by tabulating weekly and monthly median CCF performance, seeking participant feedback, and reviewing control charts. These results were reported according to the Revised Standards for Quality Improvement Reporting Excellence (SQUIRE 2.0).

Results: Our control chart analysis revealed special cause variation and an increase in average CCF to 89.0%. This improvement was achieved through successful implementation of process changes using PDSA cycles. Our most effective and popular intervention was our clinician feedback forms. Additionally, re-unifying patients and their successful resuscitation teams, participating in resuscitation academy events, and pre-charging the defibrillator to minimize CPR pauses collectively resulted in systemic improvement in resuscitation performance.

Conclusions: The findings illustrate that targeted education, increased clinician feedback, patient-team reunification, and high-performance resuscitation strategies produce measurable improvement in CCF.

目标:在确定胸外按压分数 (CCF) 是一个需要改进的关键领域后,我们的紧急医疗服务 (EMS) 机构的目标是在 2023 年 12 月之前,将辅助医务人员处理的医疗心脏骤停案例中 CCF 的每月基线中位数从 81.5% 提高到 90% 或更高。CCF 是一项流程测量指标,如果得到改善,则可提高心脏骤停患者的存活率。作为大型城市 9-1-1 系统中的医院急救服务机构,我们的干预措施主要针对到达现场的急救人员:方法: 该项目采用反复的 "计划-实施-研究-行动"(PDSA)循环,通过头脑风暴会议、焦点小组和数据审查来实现改进。干预措施:干预措施包括标准化的临床医生反馈表、加强对正在进行复苏的患者的随访、在复苏过程中指定心肺复苏小组组长以及在心律检查前预充除颤器。通过统计每周和每月的 CCF 性能中位数、征求参与者的反馈意见以及查看控制图,对这些干预措施进行了评估。这些结果按照《卓越质量改进报告修订标准》(SQUIRE 2.0)进行报告:结果:我们的控制图分析表明了特殊原因造成的差异,并将平均 CCF 提高到了 89.0%。这一改进是通过使用 PDSA 循环成功实施流程变革实现的。我们最有效、最受欢迎的干预措施是临床医生反馈表。此外,重新组合患者及其成功的复苏团队、参加复苏学院活动以及预先为除颤器充电以尽量减少心肺复苏暂停等措施共同促成了复苏绩效的系统性改善:结论:研究结果表明,有针对性的教育、临床医生反馈的增加、患者-团队的重新组合以及高效的复苏策略可显著改善CCF。
{"title":"Changing the Culture to Improve CCF: An Improvement Project.","authors":"Joshua Kimbrell, Jacob Geldner, Dheuris Rodriguez, Dana Poke, Brittany Kalosza, Maria Rampersaud, Christian Dupree, Rick Allgood, Mike Taigman, John Vega","doi":"10.1080/10903127.2024.2388271","DOIUrl":"10.1080/10903127.2024.2388271","url":null,"abstract":"<p><strong>Objectives: </strong>After identifying chest compression fraction (CCF) as a key area for improvement, our Emergency Medical Services (EMS) agency aimed to improve our baseline monthly median CCF from 81.5% to 90% or more in paramedic-attended medical cardiac arrests by December 2023. The CCF is a process measure that, if improved, has been shown to increase likelihood of survival from cardiac arrest. Working as a hospital EMS agency within a large urban 9-1-1 system, our interventions focused on paramedics once they arrived on scene.</p><p><strong>Methods: </strong>This project used repeated Plan-Do-Study-Act (PDSA) cycles with brainstorming sessions, focus groups, and data review to achieve improvement. Interventions included standardized clinician feedback forms, increased follow-up for patients with ongoing resuscitation, a designated CPR team leader during resuscitations, and a pre-charged defibrillator prior to rhythm checks. These interventions were evaluated by tabulating weekly and monthly median CCF performance, seeking participant feedback, and reviewing control charts. These results were reported according to the Revised Standards for Quality Improvement Reporting Excellence (SQUIRE 2.0).</p><p><strong>Results: </strong>Our control chart analysis revealed special cause variation and an increase in average CCF to 89.0%. This improvement was achieved through successful implementation of process changes using PDSA cycles. Our most effective and popular intervention was our clinician feedback forms. Additionally, re-unifying patients and their successful resuscitation teams, participating in resuscitation academy events, and pre-charging the defibrillator to minimize CPR pauses collectively resulted in systemic improvement in resuscitation performance.</p><p><strong>Conclusions: </strong>The findings illustrate that targeted education, increased clinician feedback, patient-team reunification, and high-performance resuscitation strategies produce measurable improvement in CCF.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-5"},"PeriodicalIF":2.1,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141894084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Influencing Factors of Implementation in Emergency Medical Service Systems - A Scoping Review. 紧急医疗服务系统实施的影响因素--范围审查。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-12 DOI: 10.1080/10903127.2024.2386444
Yu-Chen Chiu, Cheng-Heng Liu, Yen-Lin Chiu, Liang-Wei Wang, Huey-Ling Chen, Chih-Wei Yang

Objectives: Emergency medical services (EMS) provide health care in situations with limited time and resources. Challenges arise when introducing novel medications, treatments, or technologies or modifying existing practices in these settings. Effective implementation strategies are pivotal for their success. This study aims to identify and categorize potential facilitators and barriers in the implementation of prehospital EMS through a review of relevant research articles.

Methods: We searched PubMed and EMbase to identify studies published before December 2023, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines for our search strategy and scoping review. We included original articles written in English that report on the factors that influence the implementation in prehospital settings. We extracted and categorized the factors into different themes.

Results: Out of the 371 retrieved papers, we selected 19 (5%) for inclusion in this review. We extracted 46 influencing factors from the selected articles and categorized them into ten themes: (1) Outer system, (2) Inner system, (3) Practitioner characteristics, (4) Resources, (5) Communication and collaboration, (6) Patient factors, (7) Intervention characteristics, (8) De-implementation of prior practices, (9) Logistical issues, and (10) Quality improvement.

Conclusions: This study examined the literature on EMS implementation factors and proposed a 10-theme EMS model framework. Key factors include training/education, equipment/tools, communication with hospitals, and practitioners' attitudes.

目的:紧急医疗服务(EMS)在时间和资源有限的情况下提供医疗服务。在这些环境中引入新的药物、治疗方法或技术,或修改现有的做法,都会面临挑战。有效的实施策略是成功的关键。本研究旨在通过对相关研究文章的综述,确定院前急救服务实施过程中的潜在促进因素和障碍,并对其进行分类。方法:我们对 PubMed 和 EMbase 进行了检索,以确定 2023 年 12 月之前发表的研究,在检索策略和范围界定方面遵循了系统综述和元分析首选报告项目 (PRISMA) 指南。我们收录了报告院前环境中影响实施因素的英文原创文章。结果:在检索到的 371 篇论文中,我们选择了 19 篇(5%)纳入本综述。我们从所选文章中提取了 46 个影响因素,并将其归类为 10 个主题:(1)外部系统;(2)内部系统;(3)从业人员特征;(4)资源;(5)沟通与协作;(6)患者因素;(7)干预特征;(8)不再实施以前的做法;(9)后勤问题;以及(10)质量改进:本研究审查了有关急救医疗服务实施因素的文献,并提出了一个包含 10 个主题的急救医疗服务模式框架。关键因素包括培训/教育、设备/工具、与医院的沟通以及从业人员的态度。
{"title":"The Influencing Factors of Implementation in Emergency Medical Service Systems - A Scoping Review.","authors":"Yu-Chen Chiu, Cheng-Heng Liu, Yen-Lin Chiu, Liang-Wei Wang, Huey-Ling Chen, Chih-Wei Yang","doi":"10.1080/10903127.2024.2386444","DOIUrl":"10.1080/10903127.2024.2386444","url":null,"abstract":"<p><strong>Objectives: </strong>Emergency medical services (EMS) provide health care in situations with limited time and resources. Challenges arise when introducing novel medications, treatments, or technologies or modifying existing practices in these settings. Effective implementation strategies are pivotal for their success. This study aims to identify and categorize potential facilitators and barriers in the implementation of prehospital EMS through a review of relevant research articles.</p><p><strong>Methods: </strong>We searched PubMed and EMbase to identify studies published before December 2023, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines for our search strategy and scoping review. We included original articles written in English that report on the factors that influence the implementation in prehospital settings. We extracted and categorized the factors into different themes.</p><p><strong>Results: </strong>Out of the 371 retrieved papers, we selected 19 (5%) for inclusion in this review. We extracted 46 influencing factors from the selected articles and categorized them into ten themes: (1) Outer system, (2) Inner system, (3) Practitioner characteristics, (4) Resources, (5) Communication and collaboration, (6) Patient factors, (7) Intervention characteristics, (8) De-implementation of prior practices, (9) Logistical issues, and (10) Quality improvement.</p><p><strong>Conclusions: </strong>This study examined the literature on EMS implementation factors and proposed a 10-theme EMS model framework. Key factors include training/education, equipment/tools, communication with hospitals, and practitioners' attitudes.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-11"},"PeriodicalIF":2.1,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141875692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early Glasgow Coma Scale Score and Prediction of Traumatic Brain Injury: A Secondary Analysis of Three Harmonized Prehospital Randomized Clinical Trials. 早期格拉斯哥昏迷量表评分与创伤性脑损伤预测:三项统一院前随机临床试验的二次分析。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-06 DOI: 10.1080/10903127.2024.2381048
Nidhi Iyanna, Jack K Donohue, John M Lorence, Francis X Guyette, Elizabeth Gimbel, Joshua B Brown, Brian J Daley, Brian J Eastridge, Richard S Miller, Raminder Nirula, Brian G Harbrecht, Jeffrey A Claridge, Herb A Phelan, Gary A Vercruysse, Terence O'Keefe, Bellal Joseph, Lori A Shutter, Jason L Sperry

Objectives: The prehospital prediction of the radiographic diagnosis of traumatic brain injury (TBI) in hemorrhagic shock patients has the potential to promote early therapeutic interventions. However, the identification of TBI is often challenging and prehospital tools remain limited. While the Glasgow Coma Scale (GCS) score is frequently used to assess the extent of impaired consciousness after injury, the utility of the GCS scores in the early prehospital phase of care to predict TBI in patients with severe injury and concomitant shock is poorly understood.

Methods: We performed a post-hoc, secondary analysis utilizing data derived from three randomized prehospital clinical trials: the Prehospital Air Medical Plasma trial (PAMPER), the Study of Tranexamic Acid During Air Medical and Ground Prehospital Transport trial (STAAMP), and the Pragmatic Prehospital Type O Whole Blood Early Resuscitation (PPOWER) trial. Patients were dichotomized into two cohorts based on the presence of TBI and then further stratified into three groups based on prehospital GCS score: GCS 3, GCS 4-12, and GCS 13-15. The association between prehospital GCS score and clinical documentation of TBI was assessed.

Results: A total of 1,490 enrolled patients were included in this analysis. The percentage of patients with documented TBI in those with a GCS 3 was 59.5, 42.4% in those with a GCS 4-12, and 11.8% in those with a GCS 13-15. The positive predictive value (PPV) of the prehospital GCS score for the diagnosis of TBI is low, with a GCS of 3 having only a 60% PPV. Hypotension and prehospital intubation are independent predictors of a low prehospital GCS. Decreasing prehospital GCS is strongly associated with higher incidence or mortality over time, irrespective of the diagnosis of TBI.

Conclusions: The ability to accurately predict the presence of TBI in the prehospital phase of care is essential. The utility of the GCS scores in the early prehospital phase of care to predict TBI in patients with severe injury and concomitant shock is limited. The use of novel scoring systems and improved technology are needed to promote the accurate early diagnosis of TBI.

目的:院前预测失血性休克患者创伤性脑损伤(TBI)的影像学诊断有可能促进早期治疗干预。然而,识别创伤性脑损伤往往具有挑战性,院前工具仍然有限。虽然格拉斯哥昏迷量表(GCS)评分常用于评估伤后意识受损的程度,但人们对 GCS 评分在院前早期护理阶段预测重伤并伴有休克患者 TBI 的实用性知之甚少。方法:我们利用以下三项随机院前临床试验的数据进行了事后二次分析:院前空中医疗血浆试验(PAMPER)、空中医疗和地面院前转运期间氨甲环酸研究试验(STAAMP)和院前O型全血早期复苏实用试验(PPOWER)。根据是否存在创伤性脑损伤将患者分为两组,然后根据院前 GCS 评分进一步分为三组:GCS 3、GCS 4-12 和 GCS 13-15。评估了院前 GCS 评分与 TBI 临床记录之间的关联。结果:共有 1,490 名入院患者被纳入本次分析。院前 GCS 评分为 3 分的患者中有 TBI 记录的比例为 59.5%,GCS 评分为 4-12 分的患者为 42.4%,GCS 评分为 13-15 分的患者为 11.8%。院前 GCS 评分对 TBI 诊断的阳性预测值(PPV)较低,GCS 为 3 的 PPV 仅为 60%。低血压和院前插管是院前 GCS 偏低的独立预测因素。随着时间的推移,院前 GCS 的下降与较高的发病率或死亡率密切相关,与 TBI 的诊断无关:结论:在院前护理阶段准确预测是否存在创伤性脑损伤的能力至关重要。在院前护理早期阶段,GCS 评分在预测重伤并伴有休克患者的 TBI 方面作用有限。需要使用新型评分系统和改进技术来促进创伤性脑损伤的早期准确诊断。
{"title":"Early Glasgow Coma Scale Score and Prediction of Traumatic Brain Injury: A Secondary Analysis of Three Harmonized Prehospital Randomized Clinical Trials.","authors":"Nidhi Iyanna, Jack K Donohue, John M Lorence, Francis X Guyette, Elizabeth Gimbel, Joshua B Brown, Brian J Daley, Brian J Eastridge, Richard S Miller, Raminder Nirula, Brian G Harbrecht, Jeffrey A Claridge, Herb A Phelan, Gary A Vercruysse, Terence O'Keefe, Bellal Joseph, Lori A Shutter, Jason L Sperry","doi":"10.1080/10903127.2024.2381048","DOIUrl":"10.1080/10903127.2024.2381048","url":null,"abstract":"<p><strong>Objectives: </strong>The prehospital prediction of the radiographic diagnosis of traumatic brain injury (TBI) in hemorrhagic shock patients has the potential to promote early therapeutic interventions. However, the identification of TBI is often challenging and prehospital tools remain limited. While the Glasgow Coma Scale (GCS) score is frequently used to assess the extent of impaired consciousness after injury, the utility of the GCS scores in the early prehospital phase of care to predict TBI in patients with severe injury and concomitant shock is poorly understood.</p><p><strong>Methods: </strong>We performed a post-hoc, secondary analysis utilizing data derived from three randomized prehospital clinical trials: the Prehospital Air Medical Plasma trial (PAMPER), the Study of Tranexamic Acid During Air Medical and Ground Prehospital Transport trial (STAAMP), and the Pragmatic Prehospital Type O Whole Blood Early Resuscitation (PPOWER) trial. Patients were dichotomized into two cohorts based on the presence of TBI and then further stratified into three groups based on prehospital GCS score: GCS 3, GCS 4-12, and GCS 13-15. The association between prehospital GCS score and clinical documentation of TBI was assessed.</p><p><strong>Results: </strong>A total of 1,490 enrolled patients were included in this analysis. The percentage of patients with documented TBI in those with a GCS 3 was 59.5, 42.4% in those with a GCS 4-12, and 11.8% in those with a GCS 13-15. The positive predictive value (PPV) of the prehospital GCS score for the diagnosis of TBI is low, with a GCS of 3 having only a 60% PPV. Hypotension and prehospital intubation are independent predictors of a low prehospital GCS. Decreasing prehospital GCS is strongly associated with higher incidence or mortality over time, irrespective of the diagnosis of TBI.</p><p><strong>Conclusions: </strong>The ability to accurately predict the presence of TBI in the prehospital phase of care is essential. The utility of the GCS scores in the early prehospital phase of care to predict TBI in patients with severe injury and concomitant shock is limited. The use of novel scoring systems and improved technology are needed to promote the accurate early diagnosis of TBI.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-9"},"PeriodicalIF":2.1,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141752478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Providing Performance Feedback and Patient Outcome Follow-Up to Emergency Medical Services (EMS) is Associated with Subsequent Improved Clinical Performance. 向紧急医疗服务 (EMS) 提供绩效反馈和患者结果跟踪与后续临床绩效的改善有关。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-05 DOI: 10.1080/10903127.2024.2383323
Sarayna S McGuire, Aaron Klassen, Anuradha Luke, Lisa Rentz, Chad P Liedl, Aidan F Mullan, Matthew D Sztajnkrycer

Objective: Emergency Medical Services (EMS) clinicians desire performance feedback (PF) and patient outcome follow-up (POF). Within our agency, both a peer-review and feedback/outcome (PF/POF) process exist. Our objective was to determine whether receiving feedback and outcome data improved future clinical care amongst EMS, based upon peer-review scores.

Methods: This retrospective cohort study took place between 1/1/2020 and 6/7/2023 within an EMS agency site with 22,000 average annual 9-1-1 calls. Requests for PF/POF were submitted on an individual basis beginning June 2020 and completed by a dedicated EMS nurse, EMS physician, or emergency medicine (EM) resident. Peer-review of select high-acuity cases were scored by two Quality Assurance (QA) specialists within the categories of assessment, treatment, disposition/outcome and process/administrative guidelines. Association between overall peer-review score and number of PF/POF requests at time of assessment was evaluated by linear regression.

Results: A total of 378 PF/POF requests were received, with the most common patient complaints being cardiac (n = 105; 27.8%, including 49 (13.0%) out of hospital cardiac arrests), altered mental status/neurologic (n = 103; 27.2%), trauma (n = 61; 16.1%, including 2 (0.5%) traumatic arrests); and respiratory distress (n = 47; 12.4%). A total of 378 runs meeting QA criteria were peer-reviewed post-PF/POF process implementation, including 337 (89.2%) cardiac/respiratory arrests, 27 (7.1%) with difficult airway management, and 14 (3.7%) major trauma/traumatic arrests. The number of prior PF/POF requests made by the team leader was associated with higher overall peer-review scores. Team leaders with >5 prior PF/POF requests had a peer-review score 0.39 points greater (95% CI: 0.16 - 0.62, p = 0.001) than those with <5 prior requests. The number of prior PF/POF requests amongst the entire crew was also associated with higher peer-review scores. Crews that collectively had >5 prior PF/POF requests had an increase in peer-review score 0.32 points greater (95% CI: 0.14 - 0.50, p < 0.001) than those with <5 prior requests.

Conclusion: Providing performance feedback and patient outcome follow-up to EMS is associated with improved peer-review scores of clinical performance. Future studies should assess if those that are submitting cases for feedback/outcome are higher performers at baseline or if the process of receiving feedback/outcome improves their performance.

目的:紧急医疗服务(EMS)临床医生希望获得绩效反馈(PF)和患者结果跟踪(POF)。在我们机构内部,同时存在同行评审和反馈/结果(PF/POF)流程。我们的目标是根据同行评议得分,确定接受反馈和结果数据是否能改善急救医疗服务中未来的临床护理:这项回顾性队列研究是在 2020 年 1 月 1 日至 2023 年 7 月 6 日期间,在一个年均接到 22,000 次 9-1-1 电话的急救中心进行的。自 2020 年 6 月起,PF/POF 申请以个人为单位提交,由专职急救护士、急救医生或急诊医学(EM)住院医师完成。两名质量保证 (QA) 专家根据评估、治疗、处置/结果和流程/行政指南等类别对选定的高危病例进行同行评审打分。通过线性回归评估了同行评审总分与评估时 PF/POF 申请数量之间的关系:共收到 378 份 PF/POF 申请,最常见的患者主诉为心脏疾病(n= 105;27.8%,包括 49 例(13.0%)院外心脏骤停)、精神状态改变/神经系统疾病(n= 103;27.2%)、创伤(n= 61;16.1%,包括 2 例(0.5%)创伤性骤停)和呼吸困难(n= 47;12.4%)。PF/POF 流程实施后,共有 378 次符合 QA 标准的运行接受了同行评审,其中包括 337 次(89.2%)心脏/呼吸骤停、27 次(7.1%)困难气道管理和 14 次(3.7%)重大创伤/外伤性骤停。组长之前提出 PF/POF 请求的次数与较高的同行评审总分有关。之前提出过 5 次 PF/POF 请求的组长的同行评审得分比提出过 5 次 PF/POF 请求的组长高出 0.39 分(95% CI:0.16 - 0.62,p= 0.001),而提出过 5 次 PF/POF 请求的组长的同行评审得分比提出过 5 次 PF/POF 请求的组长高出 0.32 分(95% CI:0.14 - 0.50,p < 0.001):为急救医疗服务提供绩效反馈和患者结果跟踪与临床绩效同行评审分数的提高有关。未来的研究应评估那些提交反馈/结果的病例是否在基线时表现较好,或者接受反馈/结果的过程是否提高了他们的表现。
{"title":"Providing Performance Feedback and Patient Outcome Follow-Up to Emergency Medical Services (EMS) is Associated with Subsequent Improved Clinical Performance.","authors":"Sarayna S McGuire, Aaron Klassen, Anuradha Luke, Lisa Rentz, Chad P Liedl, Aidan F Mullan, Matthew D Sztajnkrycer","doi":"10.1080/10903127.2024.2383323","DOIUrl":"10.1080/10903127.2024.2383323","url":null,"abstract":"<p><strong>Objective: </strong>Emergency Medical Services (EMS) clinicians desire performance feedback (PF) and patient outcome follow-up (POF). Within our agency, both a peer-review and feedback/outcome (PF/POF) process exist. Our objective was to determine whether receiving feedback and outcome data improved future clinical care amongst EMS, based upon peer-review scores.</p><p><strong>Methods: </strong>This retrospective cohort study took place between 1/1/2020 and 6/7/2023 within an EMS agency site with 22,000 average annual 9-1-1 calls. Requests for PF/POF were submitted on an individual basis beginning June 2020 and completed by a dedicated EMS nurse, EMS physician, or emergency medicine (EM) resident. Peer-review of select high-acuity cases were scored by two Quality Assurance (QA) specialists within the categories of assessment, treatment, disposition/outcome and process/administrative guidelines. Association between overall peer-review score and number of PF/POF requests at time of assessment was evaluated by linear regression.</p><p><strong>Results: </strong>A total of 378 PF/POF requests were received, with the most common patient complaints being cardiac (<i>n</i> = 105; 27.8%, including 49 (13.0%) out of hospital cardiac arrests), altered mental status/neurologic (<i>n</i> = 103; 27.2%), trauma (<i>n</i> = 61; 16.1%, including 2 (0.5%) traumatic arrests); and respiratory distress (<i>n</i> = 47; 12.4%). A total of 378 runs meeting QA criteria were peer-reviewed post-PF/POF process implementation, including 337 (89.2%) cardiac/respiratory arrests, 27 (7.1%) with difficult airway management, and 14 (3.7%) major trauma/traumatic arrests. The number of prior PF/POF requests made by the team leader was associated with higher overall peer-review scores. Team leaders with <u>></u>5 prior PF/POF requests had a peer-review score 0.39 points greater (95% CI: 0.16 - 0.62, <i>p</i> = 0.001) than those with <5 prior requests. The number of prior PF/POF requests amongst the entire crew was also associated with higher peer-review scores. Crews that collectively had <u>></u>5 prior PF/POF requests had an increase in peer-review score 0.32 points greater (95% CI: 0.14 - 0.50, <i>p</i> < 0.001) than those with <5 prior requests.</p><p><strong>Conclusion: </strong>Providing performance feedback and patient outcome follow-up to EMS is associated with improved peer-review scores of clinical performance. Future studies should assess if those that are submitting cases for feedback/outcome are higher performers at baseline or if the process of receiving feedback/outcome improves their performance.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-7"},"PeriodicalIF":2.1,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141760507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Prehospital Emergency Care
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1