Julian Ganter, Simon Mei, Jan-Steffen Pooth, Thomas Brucklacher, Georg Trummer, Hans-Joerg Busch, Michael Patrick Mueller
{"title":"智能手机报警系统中的投票率:智能手机相关调度算法发展中被低估的实体。","authors":"Julian Ganter, Simon Mei, Jan-Steffen Pooth, Thomas Brucklacher, Georg Trummer, Hans-Joerg Busch, Michael Patrick Mueller","doi":"10.1016/j.resuscitation.2025.110772","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Smartphone alerting systems (SAS) for out-of-hospital cardiac arrest (OHCA) are requiring continuous further development. One important element herein is the algorithm, dispatching only those community first responders (CFR) capable of reaching the scene within the shortest possible time. Currently, no data exist regarding the interval between the initial alert and departure to the scene (=turnout time, ToT), despite the critical importance of this information for optimizing dispatch algorithms.</p><p><strong>Methods: </strong>In this retrospective observational study, 4138 operations of CFR who participated in the SAS \"Region of Lifesavers\" between 01 August 2023 and 15 March 2024 were analysed. Upon receiving an alert, a CFR smartphone was tracked via Global Positioning System (GPS). Turnout was recorded when the device left a fenced area of 20 m from the alert acceptance point. Ethical approval was obtained (DRKS00032957).</p><p><strong>Results: </strong>The median ToT was 1:45 min, which corresponds to one third of the response time (1:45 of 5:22 min). Nighttime had the strongest influence, with significantly longer ToT (2:22 min) compared to daytime (1:42 min, p < 0.001). The day of the week, mode of transport, and assigned task had a minimal impact.</p><p><strong>Conclusion: </strong>The ToT has a relevant proportion of the response time until CFR arrive at the scene. Relevant factors influencing the ToT were identified and should be taken into account when developing smart alerting algorithms to ensure the efficient dispatch of CFR.</p>","PeriodicalId":21052,"journal":{"name":"Resuscitation","volume":" ","pages":"110772"},"PeriodicalIF":4.6000,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Turnout time in smartphone alerting systems: underestimated entity in the development of smartphone-related dispatch algorithms.\",\"authors\":\"Julian Ganter, Simon Mei, Jan-Steffen Pooth, Thomas Brucklacher, Georg Trummer, Hans-Joerg Busch, Michael Patrick Mueller\",\"doi\":\"10.1016/j.resuscitation.2025.110772\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Smartphone alerting systems (SAS) for out-of-hospital cardiac arrest (OHCA) are requiring continuous further development. One important element herein is the algorithm, dispatching only those community first responders (CFR) capable of reaching the scene within the shortest possible time. Currently, no data exist regarding the interval between the initial alert and departure to the scene (=turnout time, ToT), despite the critical importance of this information for optimizing dispatch algorithms.</p><p><strong>Methods: </strong>In this retrospective observational study, 4138 operations of CFR who participated in the SAS \\\"Region of Lifesavers\\\" between 01 August 2023 and 15 March 2024 were analysed. Upon receiving an alert, a CFR smartphone was tracked via Global Positioning System (GPS). Turnout was recorded when the device left a fenced area of 20 m from the alert acceptance point. Ethical approval was obtained (DRKS00032957).</p><p><strong>Results: </strong>The median ToT was 1:45 min, which corresponds to one third of the response time (1:45 of 5:22 min). Nighttime had the strongest influence, with significantly longer ToT (2:22 min) compared to daytime (1:42 min, p < 0.001). The day of the week, mode of transport, and assigned task had a minimal impact.</p><p><strong>Conclusion: </strong>The ToT has a relevant proportion of the response time until CFR arrive at the scene. Relevant factors influencing the ToT were identified and should be taken into account when developing smart alerting algorithms to ensure the efficient dispatch of CFR.</p>\",\"PeriodicalId\":21052,\"journal\":{\"name\":\"Resuscitation\",\"volume\":\" \",\"pages\":\"110772\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-08-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Resuscitation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.resuscitation.2025.110772\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CRITICAL CARE MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Resuscitation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.resuscitation.2025.110772","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CRITICAL CARE MEDICINE","Score":null,"Total":0}
引用次数: 0
摘要
导言:院外心脏骤停(OHCA)智能手机报警系统(SAS)需要不断进一步发展。这里的一个重要元素是算法,只调度那些能够在最短时间内到达现场的社区第一响应者(CFR)。目前,没有关于初始警报和出发到现场之间的时间间隔(=道岔时间,ToT)的数据,尽管这些信息对于优化调度算法至关重要。方法:在这项回顾性观察研究中,分析了2023年8月1日至2024年3月15日期间参加SAS“救生员区域”的4138例CFR手术。收到警报后,CFR智能手机通过全球定位系统(GPS)进行跟踪。当该装置离开距离警报接收点20米的围栏区域时,记录了投票率。获得伦理批准(DRKS00032957)。结果:中位ToT为1:45分钟,对应于反应时间的三分之一(5:22分钟中的1:45)。夜间的影响最大,ToT明显长于白天(1:42 min, p < 0.001) (2:22 min)。一周中的哪一天、交通方式和分配的任务影响最小。结论:ToT与CFR到达现场的反应时间有一定比例关系。确定了影响ToT的相关因素,并在开发智能报警算法时应考虑这些因素,以确保CFR的高效调度。
Turnout time in smartphone alerting systems: underestimated entity in the development of smartphone-related dispatch algorithms.
Introduction: Smartphone alerting systems (SAS) for out-of-hospital cardiac arrest (OHCA) are requiring continuous further development. One important element herein is the algorithm, dispatching only those community first responders (CFR) capable of reaching the scene within the shortest possible time. Currently, no data exist regarding the interval between the initial alert and departure to the scene (=turnout time, ToT), despite the critical importance of this information for optimizing dispatch algorithms.
Methods: In this retrospective observational study, 4138 operations of CFR who participated in the SAS "Region of Lifesavers" between 01 August 2023 and 15 March 2024 were analysed. Upon receiving an alert, a CFR smartphone was tracked via Global Positioning System (GPS). Turnout was recorded when the device left a fenced area of 20 m from the alert acceptance point. Ethical approval was obtained (DRKS00032957).
Results: The median ToT was 1:45 min, which corresponds to one third of the response time (1:45 of 5:22 min). Nighttime had the strongest influence, with significantly longer ToT (2:22 min) compared to daytime (1:42 min, p < 0.001). The day of the week, mode of transport, and assigned task had a minimal impact.
Conclusion: The ToT has a relevant proportion of the response time until CFR arrive at the scene. Relevant factors influencing the ToT were identified and should be taken into account when developing smart alerting algorithms to ensure the efficient dispatch of CFR.
期刊介绍:
Resuscitation is a monthly international and interdisciplinary medical journal. The papers published deal with the aetiology, pathophysiology and prevention of cardiac arrest, resuscitation training, clinical resuscitation, and experimental resuscitation research, although papers relating to animal studies will be published only if they are of exceptional interest and related directly to clinical cardiopulmonary resuscitation. Papers relating to trauma are published occasionally but the majority of these concern traumatic cardiac arrest.