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Utility of large language models for creating clinical assessment items. 大型语言模型在创建临床评估项目中的实用性。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-26 DOI: 10.1080/0142159X.2024.2382860
George Lam, Yusra Shammoon, Anna Coulson, Felicity Lalloo, Arti Maini, Anjali Amin, Celia Brown, Amir H Sam

Purpose: To compare student performance, examiner perceptions and cost of GPT-assisted (generative pretrained transformer-assisted) clinical and professional skills assessment (CPSAs) items against items created using standard methods.

Methods: We conducted a prospective, controlled, double-blinded comparison of CPSA items developed using GPT-assistance with those created through standard methods. Two sets of six practical cases were developed for a formative assessment sat by final year medical students. One clinical case in each set was created with GPT-assistance. Students were assigned to one of the two sets.

Results: The results of 239 participants were analysed in the study. There was no statistically significant difference in item difficulty, or discriminative ability between GPT-assisted and standard items. One hundred percent (n = 15) of respondents to an examiner feedback questionnaire felt GPT-assisted cases were appropriately difficult and realistic. GPT-assistance resulted in significant labour cost savings, with a mean reduction of 57% (880 GBP) in labour cost per case when compared to standard case drafting methods.

Conclusions: GPT-assistance can create CPSA items of comparable quality with significantly less cost when compared to standard methods. Future studies could evaluate GPT's ability to create CPSA material in other areas of clinical practice, aiming to validate the generalisability of these findings.

目的:比较GPT辅助(生成预训练转换器辅助)与标准方法制作的临床和专业技能评估(CPSA)项目的学生成绩、考官感受和成本:我们对使用 GPT 辅助开发的 CPSA 项目与使用标准方法开发的 CPSA 项目进行了前瞻性、对照、双盲比较。我们为医学专业毕业班学生的形成性评估开发了两套共六个实践案例。每组中的一个临床病例都是用 GPT 辅助方法制作的。学生被分配到两组案例中的一组:研究分析了 239 名参与者的结果。GPT辅助项目和标准项目在项目难度和判别能力上没有明显的统计学差异。在考官反馈问卷调查中,100%(n = 15)的受访者认为 GPT 辅助案例难度适当,符合实际情况。GPT辅助方法大大节省了人力成本,与标准案例起草方法相比,每个案例的人力成本平均降低了57%(880英镑):结论:与标准方法相比,GPT 辅助能以更低的成本创建质量相当的 CPSA 项目。未来的研究可以评估 GPT 在其他临床实践领域创建 CPSA 材料的能力,旨在验证这些研究结果的普遍性。
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引用次数: 0
Redefining Academic Achievement: The Case for Mentorship in Italy. 重新定义学术成就:意大利导师制的案例。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-21 DOI: 10.1080/0142159X.2024.2393375
Daniele Piscitelli, Giulia Purpura
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引用次数: 0
Reclaiming focus in medical education: Learning, not AI. 重拾医学教育的重点:学习,而非人工智能。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-21 DOI: 10.1080/0142159X.2024.2394171
Marcos Rojas
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引用次数: 0
Maximizing learner engagement in live-streamed clinical experiences: Insights and reflections. 最大限度地提高学习者在直播临床经验中的参与度:见解与反思。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-21 DOI: 10.1080/0142159X.2024.2393787
Ashley V Simpson, Lachlan Dick, Katy Letham, Ben Pearson-Stuttard
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引用次数: 0
Development and delivery of justice, equity, diversity, inclusion, and anti-oppression concepts in entry-level health professional education: A scoping review: BEME Guide No. 88. 入门级卫生专业教育中正义、公平、多样性、包容和反压迫概念的发展与实施:A scoping review:BEME Guide No.
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-21 DOI: 10.1080/0142159X.2024.2387147
Emma Coulter, Conner McQueen, Zeina Abu-Jurji, Isabelle Chan-Emery, Mark Rukavina, Rachel Solecki, Sarah Wojkowski, Jasdeep Dhir

Purpose: Justice, equity, diversity, inclusion (JEDI), and anti-oppression (AO) concepts are necessary in healthcare settings to promote culturally safe and high-quality care; however, entry-level healthcare program curricula (EHPPC) may lack adequate integration and/or delivery of these concepts. The primary aim of this scoping review is to identify what guidelines, frameworks, and models (GFMs) are used, and how they are used, to develop and deliver JEDI, and AO concepts in mandatory EHPPC.

Methods: A search of Ovid MEDLINE, Ovid EMBASE, and CINAHL was conducted for studies published in English from 2015 onwards that discuss what GFMs are included in mandatory EHPPC and how they guide the development and/or delivery of JEDI and/or AO concepts. Data from the included studies was collated into themes which were presented in tables and figures and described in narrative summaries.

Results: Sixty-one studies from various healthcare programs including medicine, nursing, pharmacy, dentistry, and dietetics were included in this review. Data from the studies were organized into eight categories: GFMs, concepts, methods of evaluation, length and frequency of sessions, modes of delivery, learning activities, and training of curricular developers and facilitators.

Conclusions: GFMs are used in a variety of ways to integrate JEDI and/or AO concepts into health professional curriculum. Variability in the training of developers and facilitators of curricular concepts also exists. Future research is needed to determine if consistent or variable GFMs, as well as JEDI and/or AO developer and facilitator training, would be more effective for students' learning of these concepts.

目的:正义、公平、多样性、包容性(JEDI)和反压迫(AO)概念在医疗保健环境中是促进文化安全和高质量医疗保健所必需的;然而,入门级医疗保健计划课程(EHPPC)可能缺乏对这些概念的充分整合和/或传递。本范围综述的主要目的是确定在强制性 EHPPC 中使用了哪些指南、框架和模型 (GFM),以及如何使用这些指南、框架和模型来开发和提供 JEDI 和 AO 概念:在 Ovid MEDLINE、Ovid EMBASE 和 CINAHL 中检索了 2015 年以来发表的英文研究,这些研究讨论了强制性 EHPPC 中包含哪些 GFM,以及它们如何指导 JEDI 和/或 AO 概念的开发和/或实施。对所纳入研究的数据进行了主题整理,并以表格和图表的形式呈现,同时在叙述性摘要中进行了描述:本综述共纳入了 61 项研究,这些研究来自不同的医疗保健项目,包括医学、护理学、药学、牙医学和营养学。研究数据分为八个类别:通用财务管理方法、概念、评估方法、课程的长度和频率、授课方式、学习活动以及课程开发人员和主持人的培训:结论:通用基础工具以多种方式用于将联合专家教育倡议和/或《非洲业务》概念纳入卫生专业课程。对课程概念开发者和促进者的培训也存在差异。今后需要进行研究,以确定是统一的还是可变的通用财务管理方法,以及对联合专家教育倡议和/或《作业》开发者和促进者的培训,对学生学习这些概念是否更有效。
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引用次数: 0
Discursive (mis)alignments in internationalization: The case of International Medical Programmes. 国际化中的话语(错误)协调:国际医学项目案例。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-20 DOI: 10.1080/0142159X.2024.2382852
Emmaline E Brouwer, Janneke M Frambach, Erik W Driessen, Maria Athina Tina Martimianakis

Purpose: International Medical Programmes (IMPs) form a distinctive modality in medical education, with diverse student populations, English as a language of instruction and 'globalized' curricula. A lack of common understanding of IMPs' purposes and role in the medical education landscape triggers critiques. This study aims to document the effects of different discourses used to justify the purpose of IMPs.

Methods: We use a discourse analysis approach to explore the different ways in which the purposes of IMPs are constructed at the regulatory, institutional, and individual level, and how these discourses interact. The research situates in two IMPs, in the Netherlands and in Hungary. Key-informant interviews, policy documents, and scholarly literature form the archive.

Results: The purpose of IMPs is constructed discursively around three distinct narratives and associated practices: around serving the institutions that host them, around serving the (global) public interest, and around serving individual students. Co-existence and misalignments of these three discourses cause conflicting practices and confusion among stakeholders.

Conclusions: This study illustrates how diverging perspectives on internationalization in medical education create tensions for learners and staff. Articulating a clear and explicit meaning to internationalization may reduce uncertainties, and may reinforce realistic expectations of what constitutes a good outcome.

目的:国际医学项目(IMPs)是医学教育中一种独特的模式,学生群体多样化,英语作为教学语言,课程 "全球化"。由于对 IMPs 的目的和在医学教育中的作用缺乏共识,因此引发了各种批评。本研究旨在记录用于证明 IMPs 目的的不同论述的影响:我们采用话语分析的方法,探讨在监管、机构和个人层面构建 IMPs 目的的不同方式,以及这些话语是如何相互作用的。研究以荷兰和匈牙利的两个 IMP 为背景。主要信息来源访谈、政策文件和学术文献构成了研究档案:结果:IMPs 的目的是围绕三个不同的叙事和相关实践来构建的:围绕服务于主办机构、围绕服务于(全球)公共利益以及围绕服务于学生个人。这三种论述的并存和错位造成了实践的冲突和利益相关者的困惑:本研究说明了医学教育国际化的不同观点是如何给学生和教职员工造成紧张的。为国际化阐明一个清晰明确的含义可以减少不确定性,并加强对什么是良好结果的现实期望。
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引用次数: 0
Utilizing natural language processing to analyze student narrative reflections for medical curriculum improvement. 利用自然语言处理技术分析学生的叙事反思,以改进医学课程。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-20 DOI: 10.1080/0142159X.2024.2390034
Amy L Olex, Adam M Garber, Sally A Santen, Courtney Blondino, Stephanie Goldberg, Deborah DiazGranados

Motivation: Medical curricula improvement is an ongoing process to keep material relevant and improve the student's learning experience to better prepare them for patient care. Many programs utilize end-of-year evaluations, but these frequently have low response rates and lack actionable feedback. We hypothesized that student reflections written during a fourth year Sub-Internship could be used retrospectively to mine additional information as feedback for future curriculum adjustments. However, reflections contain a large amount of narrative content that would require a cumbersome and essentially infeasible manual review process for busy medical education faculty.

Methods: We developed a Natural Language Processing (NLP) pipeline to automatically identify common themes and topics present in the set of reflective writings that could be used to improve the curriculum. The dataset contains required responses to a faculty issued question submitted between August 2016 and July 2018 about challenges experienced during the medical students fourth year Sub-Internship.

Results: Eleven distinct topics were identified, with several being subsequently addressed in future iterations of the curriculum.

Conclusion: Utilizing NLP on reflective writings was able to identify areas of curriculum improvement, and the NLP results provided a quick and easy way to explore the main themes and challenges expressed by students.

动机:医学课程的改进是一个持续的过程,以保持教材的相关性,改善学生的学习体验,使他们更好地为病人护理做好准备。许多课程都采用年终评估,但这些评估的回复率往往很低,而且缺乏可操作的反馈。我们假设,学生在四年级实习期间撰写的反思可用于回顾性地挖掘更多信息,作为未来课程调整的反馈。然而,反思包含大量的叙述性内容,对于繁忙的医学教育教师来说,需要繁琐且基本上不可行的人工审核过程:我们开发了一个自然语言处理(NLP)管道,用于自动识别反思文章集中的共同主题和话题,以用于改进课程。该数据集包含对教师在 2016 年 8 月至 2018 年 7 月期间提出的问题的必要回复,内容涉及医学生在四年级实习期间遇到的挑战:结果:确定了 11 个不同的主题,其中几个主题随后在未来的课程迭代中得到了解决:对反思性写作使用 NLP 能够确定课程改进的领域,NLP 结果为探索学生表达的主要主题和挑战提供了一种快速简便的方法。
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引用次数: 0
Reimagining faculty development: A paradigm shift from content to transformative learning processes. 重新构想教师发展:从内容到变革性学习过程的范式转变。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-18 DOI: 10.1080/0142159X.2024.2390035
Balakrishnan Kichu R Nair, Jane Bleasel, Felista Mwangi, Bunmi S Malau-Aduli

Background: Faculty development programs in health professional education traditionally emphasise theories, principles, and effective teaching practices. However, the efficacy of these strategies in instigating meaningful changes in instructional practices has come under scrutiny.

Methods: This qualitative research aims to enhance our understanding and support of educators' ongoing learning and growth. Employing a transformative learning lens, the study explored the experiences, professional development practices, and responsibilities of clinical educators who participated in a faculty development course. Utilising Mezirow's transformative learning theory as a framework, this research investigated the transformative journey of educators, analysing reflective pieces from 144 participants.

Results: The study findings revealed shifts in pedagogical approaches, ranging from the recognition of a haphazard teaching style to the intentional integration of evidence-based methods and pedagogical philosophies. The thematic analysis identified key stages in the transformative process, illuminating educators' commitment to structured teaching, self-directed learning, and continuous improvement.

Conclusion: This research has contributed valuable insights into how faculty development programs can stimulate reflective practices and transformative learning in health professional education. The article argues for the centrality of transformative learning processes in faculty development, presenting an intriguing perspective on sustainable and impactful professional growth. Trends across learning experiences are presented, accompanied by practical recommendations. The implications of the research for clinical educators, administrators, and developers of formal faculty professional development programs are also discussed.

背景:卫生专业教育的师资发展计划历来强调理论、原则和有效的教学实践。然而,这些策略在促使教学实践发生有意义的变化方面的功效却受到了质疑:这项定性研究旨在加强我们对教育工作者持续学习和成长的理解和支持。本研究采用变革性学习的视角,探讨了参加教师发展课程的临床教育工作者的经验、专业发展实践和责任。本研究以梅兹罗(Mezirow)的转型学习理论为框架,分析了 144 名参与者的反思文章,调查了教育工作者的转型历程:研究结果表明了教学方法的转变,从认识到杂乱无章的教学风格到有意整合循证方法和教学理念。主题分析确定了转型过程中的关键阶段,揭示了教育工作者对结构化教学、自主学习和持续改进的承诺:这项研究为教师发展项目如何在卫生专业教育中促进反思性实践和变革性学习提供了宝贵的见解。文章论证了转型学习过程在教师发展中的核心地位,为可持续和有影响力的专业成长提出了一个引人入胜的视角。文章介绍了各种学习经验的发展趋势,并提出了切实可行的建议。文章还讨论了研究对临床教育者、管理者和正式教师专业发展项目开发者的影响。
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引用次数: 0
Transforming medical students' speaking-up behaviors in medical errors: The impact of simulation and personalized debriefing. 转变医学生在医疗事故中的直言不讳行为:模拟和个性化汇报的影响。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-16 DOI: 10.1080/0142159X.2024.2390039
Hung-Wei Tsai, S Barry Issenberg, Yi-Chun Chen, Enoch Yi-No Kang, Hui-Wen Chen, Jen-Chieh Wu

Introduction: Sharing mental models is essential for high-performance teams, and speaking up is key for exchanging critical insights, especially during medical errors. Understanding how health providers and trainees voice their concerns is crucial for improving speaking-up behavior. This study aims to fill a gap in the literature by examining how medical students speak up when they encounter medical errors and assessing the impact of training on their speaking-up patterns.

Method: A quasi-experimental study involving 146 students, who were divided into two groups, was conducted in Northern Taiwan. One group of students encountered life-threatening scenario before intervention, followed by a faculty-led personalized debriefing session, then a non-life-threatening scenario after the intervention. Another group of students underwent these sessions in the reverse order. Students' Speaking-up patterns, including expression style, form and attitude, and their speaking-up confidence were assessed at pre- and post-intervention scenarios.

Results: During pre-intervention scenario, in expression style, 50 students (34.5%) addressed their concerns to medical errors with direct expression and 14 students (9.7%) utilized indirect hint to express their concerns. In expression form, 31 students (21.4%) addressed their concerns to medical errors with affirmative sentences and 33 students (22.8%) asked questions to express their concerns. In speaking-up attitude, 47 students (32.4%) used unoffensive words, while 17 students (11.7%) used offensive words. After intervention, significantly change of speaking-up styles, forms, and attitude were observed along with their speaking-up confidence (p < 0.001).

Discussion: Medical students are inclined to speak up in the event of medical errors using more direct expression and affirmative sentences, along with increased speaking-up confidence after simulation scenario learning and faculty-led personalized debriefing. Healthcare educators can focus more on discussing with students the advantages and disadvantages of various approaches of speaking-up in medical errors, helping them to develop effective speaking-up behaviors in a variety of medical contexts.

简介分享心智模式对高绩效团队至关重要,而畅所欲言则是交流重要见解的关键,尤其是在发生医疗事故时。了解医疗服务提供者和受训者如何表达他们的担忧,对于改善直言不讳的行为至关重要。本研究旨在通过考察医科学生在遇到医疗事故时如何直言不讳,以及评估培训对其直言不讳模式的影响,填补文献空白:方法:在台湾北部进行了一项准实验研究,将 146 名学生分为两组。一组学生在干预前遇到危及生命的情景,随后在教师指导下进行个性化汇报,然后在干预后遇到非危及生命的情景。另一组学生则以相反的顺序经历了这些环节。在干预前和干预后的情景中,对学生的说话模式(包括表达方式、形式和态度)以及说话信心进行了评估:在干预前的情景中,在表达方式上,50 名学生(34.5%)用直接表达的方式表达了他们对医疗事故的担忧,14 名学生(9.7%)用间接暗示的方式表达了他们的担忧。在表达形式上,31 名学生(21.4%)用肯定句表达了他们对医疗事故的担忧,33 名学生(22.8%)用提问的方式表达了他们的担忧。在说话态度方面,47 名学生(32.4%)使用了无攻击性的词语,17 名学生(11.7%)使用了攻击性词语。干预后,学生的发言方式、形式和态度以及发言信心都发生了明显变化(p 讨论):经过模拟情景学习和教师引导的个性化汇报后,医学生倾向于在发生医疗差错时使用更直接的表达方式和肯定性的句子,并增强了说话的自信心。医护教育者可以更注重与学生讨论在医疗事故中说出真相的各种方法的优缺点,帮助他们在各种医疗情境中养成有效的说出真相的行为。
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引用次数: 0
Navigating complexity in a new proposed OSCE feedback model. 在新提出的 OSCE 反馈模型中驾驭复杂性。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2024-08-10 DOI: 10.1080/0142159X.2024.2390036
Olivia Ng, Zheng-Wei Lee, Dong Haur Phua
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引用次数: 0
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Medical Teacher
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