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Employing Simulated Participants to Develop Communication Skills in Medical Education: A Systematic Review. 在医学教育中采用模拟参与者培养沟通技能:系统回顾。
IF 2.1 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-08-01 Epub Date: 2024-12-16 DOI: 10.1097/SIH.0000000000000841
Ute Linder, Lilly Hartmann, Monika Schatz, Svetlana Hetjens, Ioanna Pechlivanidou, Jens J Kaden

Summary statement: Simulated participants (SPs) are often employed to teach communication skills in medical education. Although there is a large number of qualitative and/or noncomparative studies in this field, there is no current evidence for the effectiveness of this teaching method based on quantitative comparative meta-data. The aim of this review was to evaluate the effectiveness of SP-based teaching on patient-centered communication skills in medical education compared with traditional teaching formats such as lecture or peer role play focusing on quantitative and comparative data. According to the Preferred Reporting Items for Systematic Review and Meta-Analysis guidelines, we searched MEDLINE, Cochrane Library, PsycINFO, CINAHL, and ERIC databases for relevant studies published through February 2023. We also conducted hand searches and ancestry searches. Of the 8523 publications identified, 21 studies with 2500 participants and a Medical Education Research Study Quality Instrument score of 13.7 (SD = 1.3, N = 21) were included in the synthesis. Ten studies were eligible for meta-analysis. The pooled effect for communication skills outcomes suggests a medium effect preferring SP-based teaching to traditional teaching formats (standardized mean difference = 0.74, 95% confidence interval = 0.37 to 1.11, I2 = 95%, n = 2061). The heterogeneity is high among the analyzed studies. Further analysis reveals great differences among the studies' characteristics (population, objectives, interventions, control group settings, and outcome measurements).

摘要:在医学教育中,模拟参与者(SPs)经常被用来教授沟通技巧。尽管在这一领域有大量的定性和/或非比较性研究,但目前还没有证据表明基于定量比较元数据的这种教学方法的有效性。本综述的目的是评价以sp为基础的医学教育中以患者为中心的沟通技巧教学的有效性,并与传统的教学形式(如专注于定量和比较数据的讲座或同伴角色扮演)进行比较。根据系统评价和荟萃分析指南的首选报告项目,我们检索了MEDLINE、Cochrane Library、PsycINFO、CINAHL和ERIC数据库,检索了截至2023年2月发表的相关研究。我们还进行了手部检查和祖先检查。在确定的8523篇出版物中,21篇研究纳入了2500名受试者,医学教育研究质量工具评分为13.7 (SD = 1.3, N = 21)。10项研究符合meta分析的条件。沟通技巧结果的汇总效应表明,与传统教学形式相比,基于sp的教学具有中等效应(标准化平均差= 0.74,95%置信区间= 0.37至1.11,I2 = 95%, n = 2061)。在分析的研究中,异质性很高。进一步分析表明,这些研究的特征(人群、目标、干预措施、对照组设置和结果测量)存在巨大差异。
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引用次数: 0
Innovative Sensor-Based Technology and Measurement Solution for Interprofessional Simulation in Crisis Resource Management. 基于传感器的危机资源管理跨专业模拟创新技术与测量解决方案。
IF 2.1 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-08-01 Epub Date: 2025-04-04 DOI: 10.1097/SIH.0000000000000855
Donald Glowinski, Florian Buchheit, Emmanuel Badier, Julien Celi, Sylvain Boloré, Thomas Fassier

Introduction: Interprofessional simulation (IP-Sim) training in crisis resource management (CRM) is widely used to improve team performance. Emerging social sensor-based technology and measurement provide an opportunity to enhance IP-Sim. Using these methods, signals generated by team members in action are collected, analyzed, and presented in a debriefing session as visual aids and statistics that summarize behavioral markers of teamwork and taskwork. We developed a novel social sensor-based measuring system and tested it in a pilot study to demonstrate its feasibility, acceptance, and relevance during IP-sim in CRM.

Methods: During 6 immersive scenario-based IP-Sim sessions, we gathered both quantitative (survey) and qualitative (videotaped debriefing) postsimulation exposure data. Six experimental teams, each containing 3 trainees (2 nurses and 1 physician), were involved in a scenario in which a life-threatening emergency in a hospital setting had to be identified and managed.

Results: By conducting successful deployment in a simulated environment, we demonstrated the viability of the proposed system and outlined the remaining obstacles (feasibility check). We documented users' successful and unsuccessful methods for incorporating the solution into existing training frameworks (acceptability check). In addition, we determined how users interpreted behavioral markers during debriefing such as space occupation, gaze dynamics, and verbal interaction to improve situational awareness and common understanding (relevance check).

Conclusions: We detailed the conditions under which a new sensor-based approach can be successfully integrated into immersive scenario-based simulation and identified areas for further development. The findings indicated that social sensor technology and measurement have the potential to enhance the overall experience of IP-Sim sessions in CRM.

简介:在危机资源管理(CRM)中,IP-Sim (Interprofessional simulation)培训被广泛用于提高团队绩效。新兴的基于社会传感器的技术和测量为增强IP-Sim提供了机会。使用这些方法,团队成员在行动中产生的信号被收集、分析,并在汇报会议中作为可视化辅助工具和统计数据呈现,总结团队合作和任务工作的行为标记。我们开发了一种新的基于社会传感器的测量系统,并在试点研究中对其进行了测试,以证明其在客户关系管理IP-sim中的可行性、可接受性和相关性。方法:在6次沉浸式基于场景的IP-Sim会话中,我们收集了定量(调查)和定性(录像汇报)模拟后暴露数据。6个实验小组,每个小组有3名受训人员(2名护士和1名医生),参与了一个必须确定和管理医院环境中危及生命的紧急情况的情景。结果:通过在模拟环境中进行成功的部署,我们展示了所提议系统的可行性,并概述了剩余的障碍(可行性检查)。我们记录了用户将解决方案合并到现有培训框架中的成功和不成功的方法(可接受性检查)。此外,我们确定了用户如何在汇报过程中解释行为标记,如空间占用、凝视动态和口头互动,以提高态势感知和共同理解(相关性检查)。结论:我们详细介绍了一种新的基于传感器的方法可以成功集成到沉浸式基于场景的模拟中的条件,并确定了进一步发展的领域。研究结果表明,社交传感器技术和测量有潜力提升客户关系管理中IP-Sim会话的整体体验。
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引用次数: 0
Impact of Team Composition on Learning Outcomes Following Simulation-Based Training of Teamwork Competencies: A Systematic Review. 团队组成对团队能力模拟训练后学习成果的影响:系统回顾。
IF 2.1 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-08-01 Epub Date: 2025-07-02 DOI: 10.1097/SIH.0000000000000865
Anna Bichmann, Erin E Blanchard, Johannes Wittig, Desmond McEwan, Dylan Cooper, Scott Tannenbaum, Nancy Tofil, Eduardo Salas, Jennifer Weller, Sebastian Schnaubelt, John T Paige, Kasper G Lauridsen

Introduction: This systematic review aims to investigate the impact of team composition on learning outcomes following simulation-based training of teamwork competencies for healthcare professionals and healthcare students.

Methods: We searched Ovid Embase, CINAHL, and OVID Medline from 2011 to July 3, 2023, and included randomized trials and observational studies with a control group. Risk of bias was assessed using the revised Cochrane Risk-of-Bias tool and the Risk of Bias in Non-Randomized Studies tool. We did not conduct a meta-analysis because of heterogeneity. We evaluated certainty of evidence using GRADE methodology.

Results: We screened 14,309 abstracts and included 11 studies. We found 6 studies investigating uniprofessional (UP) versus multiprofessional (MP) teams, 3 studies investigating team size, 1 study investigating dynamic versus stable teams, and 1 study investigating the effect of gender composition. Studies overall found that team composition may affect team performance. Studies on UP versus MP teams investigated skill acquisition, knowledge acquisition, and self-efficacy, showing no difference between groups or a small benefit of MP team training. The certainty of evidence was very low.

Discussion: We identified very low certainty evidence, suggesting that team composition affects team performance and MP team training should be considered as opposed to UP team training when providers are expected to work together across professions in clinical practice. Further research is needed to identify the optimal team composition for training of teamwork competencies.

简介:本系统综述旨在调查团队组成对医疗保健专业人员和医疗保健学生团队合作能力模拟培训后学习成果的影响。方法:我们检索了2011年至2023年7月3日的Ovid Embase、CINAHL和Ovid Medline,并纳入了随机试验和对照组的观察性研究。使用修订后的Cochrane风险-偏倚工具和非随机研究的风险-偏倚工具评估偏倚风险。由于异质性,我们没有进行meta分析。我们使用GRADE方法评估证据的确定性。结果:我们筛选了14309篇摘要,纳入了11项研究。我们发现6项研究调查了单专业(UP)与多专业(MP)团队,3项研究调查了团队规模,1项研究调查了动态团队与稳定团队,1项研究调查了性别构成的影响。研究总体上发现,团队构成可能会影响团队绩效。对UP和MP团队的研究调查了技能习得、知识习得和自我效能感,结果显示两组之间没有差异,MP团队培训也没有什么好处。证据的确定性很低。讨论:我们发现了非常低确定性的证据,表明团队组成影响团队绩效,当提供者期望在临床实践中跨专业合作时,MP团队培训应被视为与UP团队培训相反。需要进一步的研究来确定团队合作能力训练的最佳团队组成。
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引用次数: 0
Application of the METRICS Framework to Build Programs of Healthcare Simulation Research. METRICS框架在医疗保健模拟研究项目构建中的应用
IF 2.1 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-31 DOI: 10.1097/SIH.0000000000000876
Adam Cheng, Walter Eppich, Aaron Calhoun, Michaela Kolbe, David Kessler, Ryan Brydges, Janice Palaganas, Marc Auerbach, Gabriel Reedy

Summary statement: The evidence base supporting the adoption of simulation in health care has not kept pace with the rapid growth of the field. Although there is a growing body of research in health care simulation, many published studies describe small-scaled, underpowered projects with insufficient methodological rigor to inform our understanding of simulation. This problem is indicative of a larger challenge: the lack of focused, cohesive programs of research designed to advance the science of simulation. The METRICS framework is a model of scholarship that categorizes scholarship into 7 intersecting domains: Metascholarship, Evaluation, Translation, Research, Innovation, Conceptual, and Synthesis. In this article, we aim to explore how the METRICS framework can serve as a roadmap for researchers to develop cohesive simulation research programs. We also describe how the METRICS framework applies to existing institutional and network-based programs of health care simulation research and discuss future implications for the global health care simulation community.

摘要声明:支持在卫生保健中采用模拟的证据基础没有跟上该领域的快速增长。尽管在医疗保健模拟方面的研究越来越多,但许多已发表的研究描述的是小规模、动力不足的项目,方法的严谨性不足,无法帮助我们理解模拟。这个问题表明了一个更大的挑战:缺乏专注的、有凝聚力的、旨在推进模拟科学的研究项目。METRICS框架是一个奖学金模型,它将奖学金分为7个交叉领域:元奖学金、评估、翻译、研究、创新、概念和综合。在本文中,我们旨在探讨METRICS框架如何作为研究人员开发内聚仿真研究程序的路线图。我们还描述了METRICS框架如何应用于现有的机构和基于网络的医疗保健模拟研究项目,并讨论了未来对全球医疗保健模拟社区的影响。
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引用次数: 0
Future of Biometric Technology in Healthcare Simulation. 生物识别技术在医疗保健模拟中的未来。
IF 2.1 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-31 DOI: 10.1097/SIH.0000000000000875
Ashley E Franklin, S Barry Issenberg, Beth A Rogers, Teresa Gore, Jared Kutzin

Summary statement: Biometric technology shows substantial promise to enhance patient safety and transform provider training. In patient care, biometric technology enables outpatient providers to optimize chronic disease by alerting providers to changes in patient conditions with real-time data. In provider training, biometric technology can inform training environments and curriculum. Certainly, there are hurdles to technology implementation including hardware fragility, cost, and software integration. Despite challenges, biometric technology has been effectively implemented in simulations and real patient settings.Looking forward, future developments focused on data security and privacy, standardizing data collection, and improving system compatibility will facilitate the wider adoption of biometric technology and improve health care quality, especially in resource-limited settings. Collaborative efforts among informatics experts, patient safety advocates, and health care providers are essential to overcome challenges and fully leverage biometric technology's potential in enhancing patient outcomes. The purpose of this commentary is to review current applications, identify key challenges, and offer recommendations to the simulation community for testing biometric technology, use in training programs, and facilitating systems integration to improve outcomes.

摘要声明:生物识别技术在提高患者安全和改变提供者培训方面显示出巨大的希望。在患者护理方面,生物识别技术通过实时数据提醒提供者患者病情的变化,使门诊医生能够优化慢性疾病。在供应商培训中,生物识别技术可以为培训环境和课程提供信息。当然,技术实现的障碍包括硬件脆弱性、成本和软件集成。尽管存在挑战,但生物识别技术已在模拟和真实患者环境中有效实施。展望未来,关注数据安全和隐私、标准化数据收集和改进系统兼容性的未来发展将促进生物识别技术的广泛采用,并提高医疗保健质量,特别是在资源有限的环境中。信息学专家、患者安全倡导者和医疗保健提供者之间的协作努力对于克服挑战和充分利用生物识别技术在提高患者预后方面的潜力至关重要。本评论的目的是回顾当前的应用,确定关键挑战,并为模拟社区提供建议,以测试生物识别技术,在培训计划中使用,并促进系统集成以改善结果。
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引用次数: 0
The Role of Standardized Learners in the Acquisition of Teaching Skills Among Residents. 标准化学习者在居民教学技能习得中的作用。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-21 DOI: 10.1097/SIH.0000000000000872
Sandra Jaramillo-Rincón, Aldo Beltran-Perez, María A Nieto, Ricardo A Peña-Silva, Juliana Galán-Giraldo

Background: Clinical residents play a crucial role in educating other healthcare professionals; however, formal training programs to develop teaching skills remain limited. This study evaluated the effectiveness of a "residents as teachers" course incorporating standardized learners (SLs) to enhance teaching competencies among clinical residents.

Methods: A single group pre-post intervention study was conducted with 38 second-year residents participating in the course between 2020 and 2023. Residents completed pre- and post-course assessments based on teaching entrustable professional activities (TEPAs). In addition, 26 residents completed a survey evaluating their perceptions of using SLs as a teaching and evaluation tool.

Results: Residents in the 2023 study group showed notable improvements in most teaching competencies after the course. Median scores increased significantly in TEPA 01, 02, 03, 05, 06, and 08 (P < 0.05), while no significant changes were observed in TEPA 07, and a decrease was noted in TEPA 04. Boxplot analysis indicated not only performance gains but also greater consistency among residents after training. In addition, 92% of participants rated SLs as highly useful for developing teaching skills, supporting their use across various educational contexts such as student engagement, classroom teaching, and feedback delivery.

Conclusions: Integrating SLs into resident training programs offers a highly accepted and effective strategy to strengthen teaching competencies and boost resident confidence in educational roles. Future studies should explore the long-term impact of SL-based training on residents' teaching practices and student learning outcomes.

背景:临床住院医师在教育其他医疗保健专业人员方面发挥着至关重要的作用;然而,培养教学技能的正式培训项目仍然有限。本研究评估“住院医师为师”课程整合标准化学习者(SLs)对提高临床住院医师教学能力的有效性。方法:对38名在2020年至2023年期间参加课程的二年级住院医师进行单组干预前后研究。住院医师完成了基于教学可信赖专业活动(TEPAs)的课程前和课程后评估。此外,26名住院医师完成了一项调查,评估他们对使用特殊语言作为教学和评估工具的看法。结果:2023研究组住院医师在课程结束后,大部分教学能力均有显著提高。TEPA 01、02、03、05、06和08的中位评分显著升高(P < 0.05),而TEPA 07的中位评分无显著变化,TEPA 04的中位评分下降。箱线图分析表明,培训后住院医生不仅表现有所提高,而且一致性也有所提高。此外,92%的参与者认为特殊语言对发展教学技能非常有用,支持他们在各种教育环境中使用,如学生参与、课堂教学和反馈传递。结论:将特殊语言学习纳入住院医师培训计划是一种被高度接受和有效的策略,可以增强住院医师的教学能力,提高住院医师对教育角色的信心。未来的研究应探讨以外语为基础的培训对住院医师教学实践和学生学习成果的长期影响。
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引用次数: 0
Efficacy of Simulation-Based Learning for Direct and Indirect Ophthalmoscopy: A Systematic Review and Meta-analysis. 基于模拟的学习对直接和间接检眼镜的疗效:一项系统综述和meta分析。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-08 DOI: 10.1097/SIH.0000000000000868
Mohammad Karam, Moath Baeshen, Tsz Hin Alexander Lau, Lojain Jamal, Khaldon Abbas, Marcele Falcao, Guillermo Rocha

Summary statement: This systematic review and meta-analysis evaluated the efficacy of simulation-based training for direct and indirect ophthalmoscopy. The primary outcome was successful fundus identification rate. Secondary outcomes included the simulation favorability rate, posttest results, and perceived benefits. Of the 955 studies identified, 11 studies were included, comprising a total sample of 772 participants. Simulation training improved fundus identification success, with 63.1% of participants correctly identifying fundus structures and demonstrated a high favorability rate, with 75.6% of participants preferring simulation over traditional training methods. Participants also demonstrated improvements in posttest knowledge and technical skills, with enhanced confidence, realism, and ease of learning, underscoring simulation's role in effectively advancing practical ophthalmic skills. Overall, simulation-based training seems effective in enhancing examination skills within simulated settings. These findings support its integration into ophthalmology curricula to enhance training outcomes. Interpretation of fundus identification outcomes should be cautious due to limited study numbers and assessment heterogeneity.

摘要:本系统综述和荟萃分析评估了直接和间接检眼镜模拟训练的疗效。主要观察指标为眼底识别成功率。次要结果包括模拟好感率、后测结果和感知收益。在确定的955项研究中,包括11项研究,包括772名参与者的总样本。模拟训练提高了眼底识别的成功率,63.1%的参与者正确识别了眼底结构,并表现出较高的好感度,75.6%的参与者更喜欢模拟训练而不是传统的训练方法。参与者还展示了测试后知识和技术技能的改善,增强了信心,现实主义和学习的便利性,强调了模拟在有效提高实际眼科技能方面的作用。总的来说,基于模拟的培训在提高模拟环境中的考试技能方面似乎是有效的。这些发现支持将其纳入眼科课程,以提高培训效果。由于有限的研究数量和评估的异质性,对眼底识别结果的解释应谨慎。
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引用次数: 0
Assessing the Efficacy and Impact of Using a Simulation-Based Approach for Rapid Critical Care Capacity Development at Scale. 评估使用基于模拟的方法进行大规模快速重症监护能力发展的有效性和影响。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-07 DOI: 10.1097/SIH.0000000000000869
Mareeha Zaki, Aimen Mehmood, Huba Atiq, Tahir Munir, Muhammad Ali Asghar, Haroon Khan, Amber Sabeen, Masooma Aqeel, Muhammad Faisal Khan, Muhammad Sohaib, Iffat Khanum, Talha Shahzad, Faheem Shaikh, Ghufran Adnan, Sadaf Hanif, Rubina Barolia, Mehtab Jaffer, Shirin Rahim, Nasreen Rafiq, Zulekha Saleem, Ali Azim Daudpota, Kiran Sami, Ammarah Ghayas, Mohammad Moizul Hassan, Feroza Nazir, Sara Shakil, Syed Kashif Amin, Zainab Samad, Adil Haider, Asad Latif

Summary statement: In response to the increased COVID-19 cases and staff limitations, the need to enhance critical care capacity was identified by the Aga Khan University Hospital (AKUH). We designed and delivered a series of in-person simulation-based workshops to rapidly upskill healthcare workers in Pakistan. The primary objective of our workshops was to train healthcare workers across various medical fields to serve as supplemental intensive care unit staff if needed. A total of 19 in-person workshops were organized, targeting physicians, nurses, and allied health workers from across Pakistan. Using high-fidelity medical simulation technology, these workshops provided hands-on exposure and addressed specific learning objectives such as diagnosis and management of COVID-19 patients, shock, arrythmias, respiratory failure, oxygen titration and noninvasive ventilation, mechanical ventilation, critical care pharmacy, interpretation of arterial blood gases, code simulation, prone positioning, central line placement, and video laryngoscopy.

摘要声明:为了应对COVID-19病例的增加和工作人员的限制,阿迦汗大学医院(AKUH)确定需要加强重症监护能力。我们设计并提供了一系列以现场模拟为基础的讲习班,以迅速提高巴基斯坦卫生保健工作者的技能。我们讲习班的主要目标是培训各个医疗领域的医护人员,以便在需要时作为重症监护病房的补充工作人员。共组织了19次面对面讲习班,对象是来自巴基斯坦各地的医生、护士和相关卫生工作者。利用高保真医学模拟技术,这些研讨会提供了亲身体验,并解决了具体的学习目标,如COVID-19患者的诊断和管理、休克、心律失常、呼吸衰竭、氧滴定和无创通气、机械通气、重症监护药房、动脉血气解释、代码模拟、俯卧位、中心静脉导管放置和视频喉镜检查。
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引用次数: 0
Usability and Medication Error Rates of Pneumatic Versus Volumetric Pumps During a Perioperative Cardiac Surgery Simulation: A Prospective Pilot Study. 在围手术期心脏手术模拟中,气动泵与容积泵的可用性和用药错误率:一项前瞻性先导研究。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-03 DOI: 10.1097/SIH.0000000000000871
Steven B Greenberg, Nicholas B Clevenger, Andrew R Locke, John Cram, Kyle Petty, Chi Wang, Mohammed Minhaj

Introduction: This study compares 2 commercially available infusion pumps in a simulated cardiac surgical perioperative setting to assess differences in usability, medication errors, and programming workload among experienced and trainee healthcare professionals. Perioperative medications are frequently administered to patients via infusion pumps. Major issues in the perioperative period include medication errors, usability challenges, and workflow inefficiencies.

Methods: Simulation of a cardiac perioperative setting was used to observe 24 trainee and experienced healthcare professionals. The primary outcome was time to correct completion of each drug infusion task. Participants completed usability and workload surveys after each simulation.

Results: Participants were comparable with regard to demographics, prior work, and simulation experience. Results showed no significant difference with regard to time to correct completion of each drug infusion task. There was a significant increase in aggregate Systems Usability Scores among anesthesia professionals favoring use of the pneumatic pump. There were no significant differences in either cohort in aggregates score of the NASA Task Load Index.

Conclusions: Aggregate System Usability Scoring among anesthesia professionals favored pneumatic pump use. However, there were no differences in time to complete infusion task or in medication errors in each pump group.

简介:本研究比较了两种市售输注泵在模拟心脏外科围手术期环境中的差异,以评估经验丰富和见习医疗保健专业人员在可用性、用药错误和编程工作量方面的差异。围手术期药物通常通过输液泵给病人。围手术期的主要问题包括用药错误、可用性挑战和工作流程效率低下。方法:模拟心脏围手术期环境,对24名实习医务人员和有经验的医务人员进行观察。主要观察指标是正确完成每次药物输注任务的时间。参与者在每次模拟后完成可用性和工作量调查。结果:参与者在人口统计学、先前工作和模拟经验方面具有可比性。结果显示,正确完成各药物输注任务的时间无显著差异。在麻醉专业人员中,赞成使用气动泵的总体系统可用性得分显著增加。两组在NASA任务负荷指数总分上均无显著差异。结论:在麻醉专业人员中,综合系统可用性评分倾向于使用气动泵。然而,在完成输注任务的时间和用药错误方面,各泵组没有差异。
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引用次数: 0
Why I Anthropomorphize My High-Fidelity Simulators. 我为何将高仿真模拟器拟人化?
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-06-01 Epub Date: 2024-10-21 DOI: 10.1097/SIH.0000000000000834
Athena M Ryals
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引用次数: 0
期刊
Simulation in Healthcare-Journal of the Society for Simulation in Healthcare
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