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Readiness planning: how to go beyond "buy-in" to achieve curricular success and front-line performance. 准备计划:如何超越“买入”,以实现课程成功和一线表现。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-23 DOI: 10.1186/s41077-024-00317-z
Christopher J Roussin, Grace Ng, Mary K Fey, James A Lipshaw, Henrique P Arantes, Jenny W Rudolph

Simulation program staff and leadership often struggle to partner with front-line healthcare workers, their managers, and health system leaders. Simulation-based learning programs are too often seen as burdensome add-ons rather than essential mechanisms supporting clinical workforce readiness. Healthcare system leaders grappling with declining morale, economic pressure, and too few qualified staff often don't see how simulation can help them, and we simulation program leaders can't seem to bridge this gap. Without clear guidance from front-line clinicians and leaders, the challenge of building and maintaining sustainably relevant simulation offerings can seem overwhelming. We argue that three blind spots have limited our ability to see the path to collaborations that support front-line workforce readiness: We wrongly assume that our rigor in designing and delivering programs will lead to front-line participant engagement and positive impact, we overestimate the existence of shared priorities, mindsets, and expertise with our would-be partners, and we contribute to building a façade of superficial education compliance that distracts from vital skill development. How do we design simulation-based training programs that are valued, supported, and sustained by key partners over time? (1) By seeing ourselves as partners first and designers second; (2) by using a boundary spanning design process that shifts the primary psychological ownership of training outcomes to our partners; and (3) by focusing this shared design process on workforce readiness for the situations that our healthcare partners care about most. Drawing on lessons from more than 800 readiness plans developed by participants in our courses and the authors' successes and mistakes in partnering with healthcare teams for front-line readiness, we introduce the concepts, commitments, and practices of "readiness planning" along with three detailed examples of readiness planning in action.

模拟项目的工作人员和领导往往难以与一线医护人员、他们的管理者和卫生系统领导合作。基于模拟的学习项目常常被视为累赘的附加项目,而不是支持临床劳动力准备的基本机制。医疗保健系统的领导者正在努力应对士气低落、经济压力和合格员工太少的问题,他们往往看不到模拟能如何帮助他们,而我们的模拟项目领导者似乎无法弥合这一差距。如果没有来自一线临床医生和领导者的明确指导,建立和维护可持续相关模拟产品的挑战似乎是压倒性的。我们认为,三个盲点限制了我们看到支持一线劳动力准备的合作之路的能力:我们错误地认为,我们在设计和交付项目时的严格性将导致一线参与者的参与和积极影响;我们高估了与潜在合作伙伴共享优先事项、心态和专业知识的存在;我们促成了一种肤浅的教育合规的假象,这种假象分散了重要技能发展的注意力。我们如何设计基于模拟的培训项目,并得到关键合作伙伴的重视、支持和长期支持?(1)以合作伙伴为先,以设计师为辅;(2)采用跨界设计流程,将培训结果的主要心理所有权转移给我们的合作伙伴;(3)通过将这个共享设计流程的重点放在我们的医疗保健合作伙伴最关心的情况下的劳动力准备情况上。根据课程参与者制定的800多个准备计划的经验教训,以及作者在与医疗保健团队合作进行一线准备方面的成功和错误,我们介绍了“准备计划”的概念、承诺和实践,以及准备计划在行动中的三个详细示例。
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引用次数: 0
PEARLS debriefing for social justice and equity: integrating health advocacy in simulation-based education. 珍珠项目关于社会正义和公平的汇报:将健康宣传纳入模拟教育。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-18 DOI: 10.1186/s41077-024-00320-4
Niki Soilis, Elizabeth Anne Kinsella, Walter Eppich, Adam Cheng, Lindsay Beavers, Farhan Bhanji

Addressing health inequities in health professions education is essential for preparing healthcare workers to meet the demands of diverse communities. While simulation has become a widely recognized and effective method for providing safe and authentic clinical learning experiences, there has been limited attention towards the power of simulation in preparing health practitioners to work with groups who experience health disparities due to systems of inequality. Balancing technical proficiency with educational approaches that foster critical reflection and inform action oriented towards social accountability is essential. Transformational learning promotes the development of critical consciousness through critical reflection. Debriefing plays a crucial role in fostering learning in this direction by providing a structured opportunity to critically reflect on taken for granted assumptions, examine power and privilege embedded within systems and structures, and empower learners to take action toward changing those conditions. Building on the Promoting Excellence and Reflective Learning in Simulation (PEARLS) Healthcare Debriefing Tool, we propose a PEARLS Debriefing for Social Justice and Equity (DSJE) Tool that specifically directs attention to systems of inequality that contribute to health disparities for vulnerable groups across a range of simulation scenarios. This approach has two aims: (a) to transform debriefings into a critically reflective space by engaging learners in dialogue about social and structural determinants of health that may create or perpetuate inequities and (b) to foster critical reflection on what actions can be taken to improve the health and well-being of identified at risk and vulnerable groups. From this perspective, we can use the adapted PEARLS Tool to incorporate conversations about systems of inequality, equity, diversity, and inclusion (EDI) into our existing educational practices, and make concentrated efforts towards community-driven and socially conscious simulation-based education (SBE).

解决卫生专业教育中的卫生不公平现象对于培养卫生工作者以满足不同社区的需求至关重要。虽然模拟已经成为提供安全和真实临床学习经验的一种广泛认可和有效的方法,但在培养卫生从业人员与由于不平等制度而经历健康差异的群体合作方面,模拟的力量受到了有限的关注。平衡技术熟练程度与教育方法之间的关系,促进批判性反思,并为面向社会责任的行动提供信息,这一点至关重要。转型学习通过批判性反思促进批判性意识的发展。汇报在促进这一方向的学习中起着至关重要的作用,它提供了一个结构化的机会,让学习者批判性地反思想当然的假设,检查系统和结构中嵌入的权力和特权,并赋予学习者采取行动改变这些条件的能力。在促进卓越和反思性学习模拟(珍珠)医疗保健汇报工具的基础上,我们提出了一个珍珠社会正义与公平汇报(DSJE)工具,该工具特别关注在一系列模拟情景中导致弱势群体健康差异的不平等制度。这种做法有两个目的:(a)通过让学习者参与可能造成或延续不平等现象的健康的社会和结构决定因素的对话,将情况汇报转变为批判性反思空间;(b)促进批判性反思可以采取哪些行动来改善已确定的风险群体和弱势群体的健康和福祉。从这个角度来看,我们可以使用改编后的珍珠工具,将关于不平等、公平、多样性和包容性(EDI)系统的对话纳入我们现有的教育实践中,并集中精力实现社区驱动和社会意识的模拟教育(SBE)。
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引用次数: 0
When common cognitive biases impact debriefing conversations. 当常见的认知偏见影响述职谈话时。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-18 DOI: 10.1186/s41077-024-00324-0
Michael J Meguerdichian, Dana George Trottier, Kimberly Campbell-Taylor, Suzanne Bentley, Kellie Bryant, Michaela Kolbe, Vincent Grant, Adam Cheng

Healthcare debriefing is a cognitively demanding conversation after a simulation or clinical experience that promotes reflection, underpinned by psychological safety and attention to learner needs. The process of debriefing requires mental processing that engages both "fast" or unconscious thinking and "slow" intentional thinking to be able to navigate the conversation. "Fast" thinking has the potential to surface cognitive biases that impact reflection and may negatively influence debriefer behaviors, debriefing strategies, and debriefing foundations. As a result, negative cognitive biases risk undermining learning outcomes from debriefing conversations. As the use of healthcare simulation is expanding, the need for faculty development specific to the roles bias plays is imperative. In this article, we hope to build awareness about common cognitive biases that may present in debriefing conversations so debriefers have the chance to begin the hard work of identifying and attending to their potential detrimental impacts.

医疗保健汇报是在模拟或临床经验后进行的认知要求对话,促进反思,以心理安全和关注学习者需求为基础。汇报过程需要心理处理,包括“快速”或无意识思维和“缓慢”的有意识思维,以便能够驾驭谈话。“快速”思维有可能使影响反思的认知偏见浮现出来,并可能对述职人员的行为、述职策略和述职基础产生负面影响。因此,消极的认知偏见可能会破坏汇报谈话的学习成果。随着医疗保健模拟的使用不断扩大,针对偏见所扮演角色的教师发展需求势在必行。在这篇文章中,我们希望建立对常见的认知偏见的认识,这些偏见可能会出现在述职谈话中,这样述职者就有机会开始艰难的工作,识别并关注它们潜在的有害影响。
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引用次数: 0
Virtual reality simulation for facilitating critical reflection and transformative learning: pedagogical, practical, and ethical considerations. 促进批判性反思和变革学习的虚拟现实模拟:教学,实践和道德考虑。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-18 DOI: 10.1186/s41077-024-00319-x
Niki Soilis, Farhan Bhanji, Elizabeth Anne Kinsella

There is growing recognition that preparing health professionals to work with complex social issues in the delivery of healthcare requires distinct theoretical and pedagogical approaches. Recent literature highlights the significance of employing simulated environments which aim to immerse learners in the experiences of diverse populations and bridge the gap between academic learning and lived realities across a diverse society. Virtual Reality (VR) is gaining traction as a promising pedagogical approach in this context. VR has been argued to offer distinct advantages over traditional educational methods by allowing learners to see the world through the eyes of diverse populations, and to learn about social injustices while immersed in a mediated environment. It also has practical benefits in its capacity to expose large number of students to these topics with relatively modest resources compared to other approaches. This debate article explores VR as an innovative pedagogical approach for facilitating critical reflection, dialogue and transformative learning about social issues in health professions education (HPE). It examines the potential affordances as well as risks and dangers of integrating VR into educational programs and highlights key pedagogical, practical, and ethical considerations. Emphasis is placed on the importance of these considerations in efforts toward ethical, safe, and respectful use of VR in educational settings. This paper contributes to the ongoing dialogue on VR simulation as an innovative approach to HPE and highlights the importance of creating conditions that maximize its educational benefits and minimize potential harms.

越来越多的人认识到,准备卫生专业人员的工作与复杂的社会问题提供医疗保健需要不同的理论和教学方法。最近的文献强调了采用模拟环境的重要性,模拟环境旨在使学习者沉浸在不同人群的经历中,并弥合学术学习与不同社会生活现实之间的差距。在这种背景下,虚拟现实(VR)作为一种有前途的教学方法正在获得关注。VR被认为比传统的教育方法有明显的优势,它允许学习者通过不同人群的眼睛看世界,并在沉浸在中介环境中了解社会不公正。与其他方法相比,它也有实际的好处,因为它能够以相对较少的资源让大量学生接触这些主题。这篇辩论文章探讨了虚拟现实作为一种创新的教学方法,用于促进卫生专业教育(HPE)中关于社会问题的批判性反思、对话和变革性学习。它考察了将VR整合到教育项目中的潜在优势以及风险和危险,并强调了关键的教学、实践和道德考虑因素。重点放在这些考虑因素的重要性,努力实现道德,安全和尊重地在教育环境中使用虚拟现实。本文为正在进行的关于VR模拟作为HPE创新方法的对话做出了贡献,并强调了创造条件以最大化其教育效益和最小化潜在危害的重要性。
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引用次数: 0
Using virtual reality simulation to address racism in a healthcare setting. 使用虚拟现实模拟解决医疗保健环境中的种族主义问题。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-05 DOI: 10.1186/s41077-024-00322-2
Lindsay Beavers, Tin Vo, Julia Lee, Thanya Duvage, Hollie Mullins, Aradhana Tewari, Allison Needham, Ryan Brydges

Racism continues to plague Western societies' institutions, including the healthcare system. Despite the evidence of racism's negative impacts on healthcare providers, administrators, patients, and families, healthcare workers report hesitancy in taking action to address racism in the workplace. Simulation, with its experiential pedagogy and foundation in psychological safety, may be an educational tool to support practical training. Guided by a social cognitive view of regulation of learning, we piloted virtual reality (VR) modules focused on addressing bias, privilege, and microaggressions. We used pre-/post-surveys, reflective journals, built-in VR platform data, and simulation debriefing session notes to better understand the effectiveness and usability of these VR modules in our organization. Overall, participants found the VR modules highly valuable, and we noted a shift in participants' reported intentions to take action to address racism in the workplace. Participants also noted the importance of a multifaceted plan that goes beyond education to ensure a meaningful culture shift toward addressing racism at work. Practical lessons from this pilot study included the necessity of an informed debriefing plan focused on participants' positionality and power and the need to deeply understand our institution's information technology (IT) environment to ensure successful deployment of VR technology.

种族主义继续困扰着西方社会的机构,包括医疗体系。尽管有证据表明种族主义对医疗保健提供者、管理人员、患者和家庭产生了负面影响,但医疗保健工作者报告说,他们在采取行动解决工作场所的种族主义问题时犹豫不决。模拟以其体验式教学法和心理安全为基础,可以作为一种支持实践训练的教育工具。在学习调节的社会认知观的指导下,我们试点了虚拟现实(VR)模块,重点是解决偏见、特权和微侵犯。我们使用了前后调查、反思日志、内置VR平台数据和模拟汇报会议记录来更好地了解这些VR模块在我们组织中的有效性和可用性。总体而言,参与者发现VR模块非常有价值,我们注意到参与者报告的采取行动解决工作场所种族主义的意图发生了变化。与会者还指出,一项超越教育的多方面计划的重要性,以确保有意义的文化转变,以解决工作中的种族主义问题。这项试点研究的实践经验包括,有必要制定一份知情的汇报计划,重点关注参与者的地位和权力,以及有必要深入了解我们机构的信息技术(IT)环境,以确保VR技术的成功部署。
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引用次数: 0
Educational design insights for interprofessional immersive simulation to prepare allied health students for clinical placements. 跨专业沉浸式模拟教学设计见解,为专职医疗学生的临床实习做好准备。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-27 DOI: 10.1186/s41077-024-00316-0
Jennie Brentnall, Laura Rossiter, Belinda Judd, Emma Cowley, Keith McCormick, Ruth Turk, Debbie Thackray

Background: Positive outcomes of simulation programmes to prepare students for placement are widely noted. However, few studies adequately describe considerations for designing allied health placement simulations. There exists a conceptual framework to guide such simulation design, which draws on theory and educational expertise but to date lacks varied stakeholder perspectives. This study aimed to identify implications for the design of allied health placement simulation from participants' experiences of a simulation-based, interprofessional, novice placement preparation programme.

Methods: Occupational therapy, physiotherapy and podiatry students finishing their first year of study were offered a 1-week intensive interprofessional simulation immediately before their first placement. Focus groups in the following weeks allowed participants to discuss their experiences of the programme, preparation for student placements, and recommendations. These were transcribed and interpreted using reflexive thematic analysis and then abductively related to the conceptual framework.

Results: In total, 22 participants broadly representative of the simulation programme participants contributed to separate focus groups with domestic-enrolled students (n = 7), international students (n = 5), external practice educators (n = 6), and simulated participants (n = 4). Inductive reflexive thematic analysis generated six themes: (i) engaging learning environment, (ii) realism and relevance, (iii) student confidence and communication, (iv) international students' needs, (v) recommendations to facilitate further preparation for placement, and (vi) importance of preparation to engage in simulation. All participant groups were invested in the programme and highlighted learning opportunities. An immersive and relatable experience with active participation contributed to confidence and communication skill development. International students noted needs pertaining to cultural and language expectations. Other participant recommendations related to the equity of opportunities and specific preparation for placement student-educator interactions. Finally, every participant group noted features of effective preparation for simulation-based education.

Conclusions: Relating these findings abductively to the literature and conceptual frameworks, this study highlights simulation design considerations for learner needs assessment, engagement, realism, psychological safety, and challenge to prepare learners for their first clinical placement. Specific implications for adequately preparing all participant groups, design considerations for the needs of culturally diverse students, and balancing interprofessional and discipline-specific learning are highlighted from a lived experience viewpoint. Future research may engage greater stakeholder co-design in simulation-based education.

背景:模拟课程为学生实习做准备所取得的积极成果受到广泛关注。然而,很少有研究能充分描述专职医疗实习模拟设计的注意事项。目前已有一个指导模拟设计的概念框架,该框架借鉴了理论和教育专业知识,但至今仍缺乏不同利益相关者的观点。本研究旨在从参与者在一项基于模拟的跨专业新手实习准备课程中的经验中,找出对专职医疗实习模拟设计的影响:方法:职业治疗、物理治疗和足病治疗专业的大一学生在首次实习前参加了为期一周的跨专业模拟实习。在接下来的几周里,参加者通过焦点小组讨论了他们对该项目、学生实习准备工作和建议的体验。采用反思性主题分析法对这些内容进行了转录和解释,然后与概念框架进行归纳:总共有 22 位具有广泛代表性的模拟项目参与者分别参加了国内注册学生(7 人)、国际学生(5 人)、校外实践教育者(6 人)和模拟参与者(4 人)的焦点小组。归纳式反思主题分析产生了六个主题:(i) 有吸引力的学习环境,(ii) 真实性和相关性,(iii) 学生的信心和交流,(iv) 国际学生的需求,(v) 促进进一步准备实习的建议,以及 (vi) 准备参与模拟的重要性。所有参与小组都对该计划投入了精力,并强调了学习机会。身临其境、贴近生活、积极参与的体验有助于培养学生的自信心和交流技能。国际学生指出了与文化和语言期望有关的需求。其他参与者提出的建议涉及机会的公平性和实习学生与教师互动的具体准备工作。最后,每个参与者小组都指出了模拟教育有效准备的特点:本研究将这些发现与文献和概念框架进行归纳,强调了模拟设计在学习者需求评估、参与度、真实感、心理安全和挑战性等方面的注意事项,以帮助学习者为首次临床实习做好准备。从生活经验的角度强调了为所有参与者群体做好充分准备的具体意义、针对不同文化背景学生需求的设计考虑,以及在跨专业学习和特定学科学习之间取得平衡。未来的研究可能会让更多利益相关者参与到模拟教育的共同设计中来。
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引用次数: 0
Massive open online course: a new strategy for faculty development needs in healthcare simulation. 大规模开放式在线课程:满足医疗保健模拟教学师资发展需求的新策略。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-20 DOI: 10.1186/s41077-024-00318-y
Nadège Dubois, Céline Tonus, Sophie Klenkenberg, Anne-Françoise Donneau, Clément Buléon, Alexandre Ghuysen

Faculty development in medical simulation is a growing need, given the increased use of simulation-based learning in healthcare. Training of trainers is demanding and resource-consuming; therefore, there is a need for accessible, practical, and resource-saving solutions enabling efficient faculty development. For that purpose, we investigated whether a massive open online course (MOOC) could meet these challenges. This manuscript presents a MOOC, its pedagogical strategies, and its impacts on faculty development. The University of Liège Medical Simulation Center developed a MOOC with five learning units focused on the foundations of simulation training. Each unit ends with a set of theoretical and practical exercises. Our results showed knowledge and skills acquisition (objective exercise score data) among participants with a success rate of 67%, as well as high levels of engagement and confidence in learning (self-reported data). We demonstrate that a MOOC for faculty development in healthcare simulation is effective, has the potential to be an accessibility enabler, and offers an additional tool for trainer training. We recommend designing it with various asynchronous online modalities and multiplying social interactions with peers and trainers to favor trainees' engagement and subsequent learning. Further perspectives should study blended learning strategies in faculty development and define the optimum ratio between face to face and online synchronous and asynchronous modalities.

鉴于医疗保健领域越来越多地使用模拟学习,医学模拟方面的师资开发需求日益增长。对培训师的培训要求很高,而且耗费资源;因此,我们需要方便、实用和节省资源的解决方案,以实现高效的师资开发。为此,我们研究了大规模开放式在线课程(MOOC)能否应对这些挑战。本手稿介绍了 MOOC、其教学策略及其对教师发展的影响。列日大学医学模拟中心开发的 MOOC 包含五个学习单元,重点是模拟培训的基础。每个单元以一组理论和实践练习结束。我们的研究结果表明,参与者掌握了知识和技能(客观练习评分数据),成功率高达 67%,而且学习的参与度和自信心也很高(自我报告数据)。我们证明,MOOC 在医疗保健模拟方面的师资开发是有效的,有潜力成为无障碍的推动者,并为培训师的培训提供了额外的工具。我们建议在设计时采用多种异步在线模式,并增加与同行和培训师的社交互动,以促进学员的参与和后续学习。应从更广阔的视角研究师资队伍建设中的混合式学习策略,并确定面对面与在线同步和异步模式之间的最佳比例。
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引用次数: 0
Changing the conversation: impact of guidelines designed to optimize interprofessional facilitation of simulation-based team training. 改变对话:旨在优化跨专业促进模拟团队培训的指导方针的影响。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-12 DOI: 10.1186/s41077-024-00313-3
Mindy Ju, Naike Bochatay, Alexander Werne, Jenna Essakow, Lisa Tsang, Mary Nottingham, Deborah Franzon, Audrey Lyndon, Sandrijn van Schaik

Background: Interprofessional simulation-based team training (ISBTT) is commonly used to optimize interprofessional teamwork in healthcare. The literature documents the benefits of ISBTT, yet effective interprofessional collaboration continues to be challenged by complex hierarchies and power dynamics. Explicitly addressing these issues during ISBTT may help participants acquire skills to navigate such challenges, but guidelines on how to do this are limited.

Methods: We applied an educational design research approach to develop and pilot structured facilitator guidelines that explicitly address power and hierarchy with interprofessional teams. We conducted this work in a previously established ISBTT program at our institution, between September 2020 and December 2021. We first reviewed the literature to identify relevant educational theories and developed design principles. We subsequently designed, revised, and tested guidelines. We used qualitative thematic and content analysis of facilitator interviews and video-recording of IBSTT sessions to evaluate the effects of the guidelines on the pre- and debriefs.

Results: Qualitative content analysis showed that structured guidelines shifted debriefing participation and content. Debriefings changed from physician-led discussions with a strong focus on medical content to conversations with more equal participation by nurses and physicians and more emphasis on teamwork and communication. The thematic analysis further showed how the conversation during debriefing changed and how interprofessional learning improved after the implementation of the guidelines. While power and hierarchy were more frequently discussed, for many facilitators these topics remained challenging to address.

Conclusion: We successfully created and implemented guidelines for ISBTT facilitators to explicitly address hierarchy and power. Future work will explore how this approach to ISBTT impacts interprofessional collaboration in clinical practice.

背景:跨专业模拟团队培训(ISBTT)通常用于优化医疗保健领域的跨专业团队合作。文献记载了 ISBTT 的益处,但有效的跨专业合作仍然受到复杂的等级制度和权力动态的挑战。在 ISBTT 过程中明确解决这些问题可能有助于参与者掌握应对这些挑战的技能,但如何做到这一点的指导原则却很有限:我们采用教育设计研究方法,制定并试行了结构化的主持人指南,明确解决跨专业团队的权力和等级问题。2020 年 9 月至 2021 年 12 月期间,我们在本机构先前设立的 ISBTT 项目中开展了这项工作。我们首先查阅了相关文献,确定了相关的教育理论,并制定了设计原则。随后,我们设计、修订并测试了指南。我们对主持人访谈和 IBSTT 课程视频录像进行了定性主题分析和内容分析,以评估指南对课前和课后汇报的影响:定性内容分析显示,结构化指南改变了汇报的参与方式和内容。汇报从以医生为主导、重点关注医疗内容的讨论转变为护士和医生更平等参与、更强调团队合作和沟通的对话。专题分析进一步显示了汇报期间的对话是如何发生变化的,以及在实施指南后跨专业学习是如何得到改善的。虽然权力和等级制度被更频繁地讨论,但对许多主持人来说,这些话题仍然具有挑战性:我们成功地为 ISBTT 促进者制定并实施了明确解决等级和权力问题的指南。未来的工作将探索这种 ISBTT 方法如何影响临床实践中的跨专业合作。
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引用次数: 0
Speech recognition technology for assessing team debriefing communication and interaction patterns: An algorithmic toolkit for healthcare simulation educators. 用于评估团队汇报交流和互动模式的语音识别技术:医疗模拟教育工作者的算法工具包。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-09 DOI: 10.1186/s41077-024-00315-1
Robin Brutschi, Rui Wang, Michaela Kolbe, Kerrin Weiss, Quentin Lohmeyer, Mirko Meboldt

Background: Debriefings are central to effective learning in simulation-based medical education. However, educators often face challenges when conducting debriefings, which are further compounded by the lack of empirically derived knowledge on optimal debriefing processes. The goal of this study was to explore the technical feasibility of audio-based speaker diarization for automatically, objectively, and reliably measuring debriefing interaction patterns among debriefers and participants. Additionally, it aimed to investigate the ability to automatically create statistical analyses and visualizations, such as sociograms, solely from the audio recordings of debriefings among debriefers and participants.

Methods: We used a microphone to record the audio of debriefings conducted during simulation-based team training with third-year medical students. The debriefings were led by two healthcare simulation instructors. We processed the recorded audio file using speaker diarization machine learning algorithms and validated the results manually to showcase its accuracy. We selected two debriefings to compare the speaker diarization results between different sessions, aiming to demonstrate similarities and differences in interaction patterns.

Results: Ten debriefings were analyzed, each lasting about 30 min. After data processing, the recorded data enabled speaker diarization, which in turn facilitated the automatic creation of visualized interaction patterns, such as sociograms. The findings and data visualizations demonstrated the technical feasibility of implementing audio-based visualizations of interaction patterns, with an average accuracy of 97.78%.We further analyzed two different debriefing cases to uncover similarities and differences between the sessions. By quantifying the response rate from participants, we were able to determine and quantify the level of interaction patterns triggered by instructors in each debriefing session. In one session, the debriefers triggered 28% of the feedback from students, while in the other session, this percentage increased to 36%.

Conclusion: Our results indicate that speaker diarization technology can be applied accurately and automatically to provide visualizations of debriefing interactions. This application can be beneficial for the development of simulation educator faculty. These visualizations can support instructors in facilitating and assessing debriefing sessions, ultimately enhancing learning outcomes in simulation-based healthcare education.

背景:汇报是模拟医学教育中有效学习的核心。然而,教育者在进行汇报时往往面临挑战,而缺乏有关最佳汇报流程的经验知识又进一步加剧了这一挑战。本研究的目的是探索基于音频的发言者日记的技术可行性,以自动、客观、可靠地测量汇报者和参与者之间的汇报互动模式。此外,本研究还旨在调查仅从汇报者和参与者之间的汇报录音自动创建统计分析和可视化(如社会图)的能力:我们使用麦克风录制了三年级医学生在模拟团队培训中进行汇报的音频。汇报由两名医疗模拟指导员主持。我们使用说话者日记化机器学习算法处理了录制的音频文件,并对结果进行了人工验证,以展示其准确性。我们选取了两个汇报来比较不同环节的说话者日记化结果,旨在展示互动模式的异同:我们分析了十次汇报,每次持续约 30 分钟。经过数据处理后,记录的数据实现了发言者日记化,这反过来又促进了可视化互动模式的自动创建,如社会图。研究结果和数据可视化证明了实现基于音频的交互模式可视化在技术上的可行性,平均准确率达到 97.78%。通过量化参与者的回复率,我们能够确定并量化教员在每次汇报中触发的互动模式的水平。在一个环节中,汇报者引发了 28% 的学生反馈,而在另一个环节中,这一比例上升到了 36%:我们的研究结果表明,说话者日记技术可以准确、自动地应用于提供汇报互动的可视化效果。这一应用有利于模拟教育师资队伍的发展。这些可视化技术可帮助教师促进和评估汇报会话,最终提高模拟医疗保健教育的学习效果。
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引用次数: 0
Effectiveness of hybrid simulation training on medical student performance in whole-task consultation of cardiac patients: The ASSIMILATE EXCELLENCE randomized waitlist-controlled trial. 混合模拟训练对医学生在心脏病患者全任务会诊中表现的影响:ASSIMILATE EXCELLENCE 随机候选对照试验。
IF 2.8 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-01 DOI: 10.1186/s41077-024-00314-2
Michael Daly, Claire Mulhall, James O'Neill, Walter Eppich, Jonathan Shpigelman, Caitriona Cahir, Daniel Fraughen, Enda McElduff, Catherine Uhomoibhi, Claire Condron

Background: Assessment of comprehensive consultations in medicine, i.e. a complete history, physical examination, and differential diagnosis, is regarded as authentic tests of clinical competence; however, they have been shown to have low reliability and validity due to variability in the real patients used and subjective examiner grading. In the ASSIMILATE EXCELLENCE study, our aim was to assess the effect(s) of expert tuition with hybrid simulation using a simulated patient wearing a novel auscultation vest, i.e. a hybrid simulated patient, and repeated peer grading using scoring checklists on student learning, performance, and acumen in comprehensive consultations of patients with valvular heart disease.

Methods: ASSIMILATE EXCELLENCE was a randomized waitlist-controlled trial with blinded outcome assessment undertaken between February 2021 and November 2021. Students at the Royal College of Surgeons in Ireland in either the second or third year of the four-year graduate-entry medical degree programme were randomized to a hybrid simulation training or waitlist control group and undertook three consultation assessments of three different clinical presentations of valvular heart disease (cases: C1-C3) using hybrid simulation. Our primary outcome was the difference in total score between and within groups across time; a secondary outcome was any change in inter-rater reliability across time. Students self-reported their proficiency and confidence in comprehensive consultations using a pre- and post-study survey.

Results: Included were 68 students (age 27.6 ± 0.1 years; 74% women). Overall, total score was 39.6% (35.6, 44.9) in C1 and increased to 63.6% (56.7, 66.7) in C3 (P < .001). On intergroup analysis, a significant difference was observed between groups in C2 only (54.2 ± 7.1% vs. 45.6 ± 9.2%; P < .001), a finding that was mainly driven by a difference in physical examination score. On intragroup analysis, significant improvement in total score across time between cases was also observed. Intraclass correlation coefficients for each pair of assessors were excellent (0.885-0.996 [0.806, 0.998]) in all cases. Following participation, students' confidence in comprehensive consultation assessments improved, and they felt more prepared for their future careers.

Conclusions: Hybrid simulation-based training improves competence and confidence in medical students undertaking comprehensive consultation assessment of cardiac patients. In addition, weighted scoring checklists improve grading consistency, learning through peer assessment, and feedback. Trial registration ClinicalTrials.gov Identifier: NCT05895799.

背景:医学中的综合会诊评估,即完整的病史、体格检查和鉴别诊断,被认为是临床能力的真实测试;然而,由于所使用的真实患者存在差异以及考官的主观评分,这些评估的可靠性和有效性较低。在 "ASSIMILATE EXCELLENCE "研究中,我们的目的是评估在对瓣膜性心脏病患者进行综合会诊时,专家指导与穿戴新型听诊背心的模拟患者(即混合模拟患者)的混合模拟以及使用评分检查表的重复同行评分对学生学习、表现和敏锐度的影响:ASSIMILATE EXCELLENCE 是一项随机候选对照试验,在 2021 年 2 月至 2021 年 11 月期间进行盲法结果评估。爱尔兰皇家外科学院四年制研究生入学医学学位课程二年级或三年级的学生被随机分配到混合模拟训练组或候补对照组,并利用混合模拟对三种不同临床表现的瓣膜性心脏病(病例:C1-C3)进行了三次会诊评估。我们的主要结果是各组之间和组内各时间段的总分差异;次要结果是各时间段评分者间可靠性的任何变化。学生通过研究前和研究后的调查自我报告他们在综合会诊中的熟练程度和信心:共纳入 68 名学生(年龄为 27.6 ± 0.1 岁;74% 为女性)。总体而言,总分在 C1 中为 39.6% (35.6, 44.9),在 C3 中增至 63.6% (56.7, 66.7)(P < .001)。在组间分析中,仅 C2 组之间存在显著差异(54.2 ± 7.1% vs. 45.6 ± 9.2%;P < .001),这一结果主要是由体格检查评分的差异引起的。在组内分析中,还观察到不同病例的总分在不同时期有显著提高。在所有案例中,每对评估者的类内相关系数都非常好(0.885-0.996 [0.806,0.998])。参加培训后,学生对综合会诊评估的信心有所提高,并认为自己为未来的职业生涯做好了更充分的准备:结论:基于混合模拟的培训提高了医学生对心脏病患者进行综合会诊评估的能力和信心。此外,加权评分核对表提高了评分的一致性,通过同行评估和反馈进行学习。试验注册 ClinicalTrials.gov Identifier:NCT05895799。
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引用次数: 0
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Advances in simulation (London, England)
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