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The Quantum thinking approach in medical education: A change in perspective. 医学教育中的量子思维方法:视角的改变。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-04-01 Epub Date: 2025-09-09 DOI: 10.1080/0142159X.2025.2558908
Krishna Mohan Surapaneni

As medical education continues to be influenced by complexity, unpredictability, and change, traditional models of thinking often don't help educators and learners in confronting the real issues and challenges. Quantum thinking can serve as a meaningful way to respond to the ever-changing demands of medical education. Quantum thinking does not work on a theoretical model rather as a disposition of thinking and action, which is supported through curiosity, flexibility, and reflective practice. Quantum thinking provides ways to cope with uncertainty without causing inaction, to rethink assumptions prevailing for a long time, and act intentionally in a system that is all too often in routine. In doing so, quantum thinking supports a more responsive, humane, and dynamic vision of medical education.

由于医学教育继续受到复杂性、不可预测性和变化的影响,传统的思维模式往往不能帮助教育者和学习者面对真正的问题和挑战。量子思维可以作为一种有意义的方式来应对不断变化的医学教育需求。量子思维不是建立在一个理论模型上,而是一种思维和行动的倾向,这种倾向是通过好奇心、灵活性和反思性实践来支持的。量子思维提供了应对不确定性的方法,而不会导致不作为,重新思考长期以来普遍存在的假设,并在一个经常处于常规状态的系统中有意地采取行动。在这样做的过程中,量子思维支持一个更敏感、更人性化、更动态的医学教育愿景。
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引用次数: 0
Navigating burnout and professional identity among allied health educators. 职业倦怠和职业认同在专职健康教育工作者中导航。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-04-01 Epub Date: 2025-11-07 DOI: 10.1080/0142159X.2025.2579094
Deanna Wai Ching Lee, Chaoyan Dong, Lynette Hui Ting Quah, Clement C Yan

Introduction: Professional identity shapes the effectiveness, motivation, and well-being of allied health clinical educators (CEs). Burnout, characterised by emotional exhaustion, depersonalisation, and reduced personal accomplishment, can undermine these outcomes, diminishing both teaching quality and educator retention. While burnout in healthcare professionals is well documented, limited research has explored its relationship with educator identity among allied health professionals (AHPs), particularly in Asian contexts. This study examines the interrelationship between burnout, job satisfaction, and educator identity among AHP CEs, and identifies contextual factors that influence these experiences.

Methods: An exploratory qualitative study was conducted across multiple healthcare institutions in Singapore using a constructivist paradigm. Sixteen AHP CEs representing diverse disciplines participated in semi structured focus group discussions guided by Maslach and Jackson's burnout framework. Data were analysed thematically through iterative coding and team based discussion to identify recurrent patterns and relational dynamics between burnout and educator identity.

Results: Participants described burnout as a multifaceted experience influenced by workload pressures, limited institutional recognition, and insufficient protected time for educational work. Contributing factors included inadequate career pathways and constrained access to faculty development. A strong sense of educator identity and job satisfaction emerged as protective buffers, whereas weak identification with the educator role appeared to heighten burnout risk. Supportive communities of practice and organisational cultures that value teaching were key in sustaining motivation and professional fulfilment.

Discussion: These findings underscore the need for systemic and institutional strategies to strengthen the educator identity of AHP CEs. Enhancing professional recognition, fostering collegial support, and promoting meaningful engagement in education may mitigate burnout and sustain a resilient allied health education workforce.

简介:职业身份塑造的有效性,动机,和福利专职卫生临床教育工作者(CEs)。以情绪衰竭、人格解体和个人成就降低为特征的职业倦怠会破坏这些结果,降低教学质量和教师的留任率。虽然医疗保健专业人员的职业倦怠有很好的记录,但有限的研究探讨了专职医疗专业人员(ahp)与教育者身份的关系,特别是在亚洲背景下。本研究探讨了职业倦怠、工作满意度和教育者认同三者之间的相互关系,并确定了影响这些体验的背景因素。方法:一项探索性质的研究在新加坡多家医疗机构进行使用建构主义范式。在Maslach和Jackson的职业倦怠框架的指导下,16名AHP ce代表不同学科参加了半结构化的焦点小组讨论。通过迭代编码和基于团队的讨论对数据进行主题分析,以确定倦怠与教育者身份之间的循环模式和关系动态。结果:参与者将职业倦怠描述为一种多方面的体验,受工作量压力、有限的机构认可和教育工作保护时间不足的影响。造成这种现象的因素包括职业发展道路不足和教师发展机会受限。强烈的教育工作者认同感和工作满意度可以起到保护缓冲作用,而对教育工作者角色的认同感较弱则会增加倦怠风险。支持性的实践社区和重视教学的组织文化是保持动力和专业成就的关键。讨论:这些发现强调需要系统和制度的策略来加强AHP教育中心的教育者身份。加强专业认可,促进学院支持,促进有意义的教育参与,可以减轻职业倦怠,维持一个有弹性的专职健康教育劳动力。
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引用次数: 0
Co-creating psychological safety concept in undergraduate simulation: An exploratory multi-level analysis of student and teacher perspectives. 大学生模拟中共同创造的心理安全概念:学生与教师视角的探索性多层次分析。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-04-01 Epub Date: 2025-10-25 DOI: 10.1080/0142159X.2025.2576142
Soledad Armijo-Rivera, Scarlett Vicencio-Clarke, Francisca Torres Suazo, María José Alarcón Reyes, Valentina Jara Vine, Marcia Maldonado Holtheuer, Leonardo Pérez González

Purpose: Psychological safety (PS) is necessary for effective simulation-based education (SBE) and students' learning. However, few research examines how undergraduate students conceptualize and actively shape it. This study explored student and teacher perspectives on PS using a co-creation approach designed to minimize hierarchy and enable equitable dialogue.

Methods: Guided by critical realism, this qualitative study employed a four-phase co-creation process: preparation, sensitization using autonomous reflection, structured workshop pairing students and teachers with no prior academic ties, and content analysis with collaborative synthesis. Six guiding questions on PS structured the inquiry. Participants were.

Results: Analysis of 308 meaning units, that reflect input from six participants (three faculty, three students), yielded five interrelated categories influencing PS in undergraduate SBE: (1) Student Capacities (e.g. emotional regulation, self-confidence, adaptability); (2) Teacher Influence (e.g. credibility, communication tone, feedback style); (3) Peer and Social Dynamics (e.g. trust, respectful collaboration); (4) Structural and Physical Environment (e.g. pre-briefing, scenario clarity); and (5) Institutional and Cultural Framework (e.g. confidentiality, safety norms). A timeline-based model illustrated distinct contributions of students and teachers to PS before, during, and after simulation.

Conclusion: Co-creation revealed that PS is not only a facilitator-driven condition but a shared, culturally situated process shaped by students, teachers, and institutional rituals. Engaging students as co-creators offers practical, context-sensitive strategies to strengthen inclusion, relational trust, and resilience in SBE.

目的:心理安全是有效的模拟教育和学生学习的必要条件。然而,很少有研究探讨大学生如何概念化和积极塑造它。本研究采用共同创造的方法探讨了学生和教师对PS的看法,旨在最大限度地减少等级制度,实现公平对话。方法:在批判现实主义的指导下,本定性研究采用了四阶段的共同创造过程:准备,自主反思的敏感化,没有学术联系的学生和教师的结构化研讨会,以及协作综合的内容分析。关于PS的六个指导性问题构成了调查。参与者。结果:通过对6名参与者(3名教师,3名学生)的308个意义单位的分析,得出了影响大学生SBE行为能力的5个相互关联的类别:(1)学生能力(如情绪调节、自信、适应能力);(2)教师影响力(可信度、沟通语气、反馈方式等);(3)同伴和社会动态(如信任、尊重合作);(4)结构及自然环境(例如预先简介、厘清方案);(5)制度和文化框架(如保密、安全规范)。基于时间轴的模型说明了学生和教师在模拟之前,期间和之后对PS的不同贡献。结论:共同创造表明,PS不仅是一个促进者驱动的条件,而且是一个由学生、教师和制度仪式塑造的共享的、文化情境的过程。让学生成为共同创造者提供了实用的、情境敏感的策略,以加强SBE中的包容性、关系信任和弹性。
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引用次数: 0
Hidden identity simulation: Using secret character roles to practice navigating event medical team dynamics. 隐藏身份模拟:使用秘密角色练习导航事件医疗团队动态。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-04-01 Epub Date: 2025-07-24 DOI: 10.1080/0142159X.2025.2533407
Anthony Seto, Connor Hass, Melissa Monaghan, Leo Ochieng, Liam Montgomery, Ali Bayrouti, Jan Rossiter, Nicole Ertl, Ella Krane

What was the educational challenge?: Interdisciplinary medical teams often collaborate for the first time at mass-gathering events. Simulation helps participants navigate interpersonal dynamics. A gamified simulation could offer an engaging, low-stakes method to introduce emotionally charged topics like team conflict.

What was the solution?: Hidden Identity Simulation (HID SIM) is a gamified simulation where participants with randomly assigned secret character roles (e.g. 'The Know-It-All') navigate diverse personalities while managing a case. A debrief highlights team dynamic management strategies.

How was the solution implemented?: A serotonin toxicity case was piloted using HID SIM in a simulation theatre. Twenty-nine participants randomly selected character cards that outline personality descriptions and conditions that modify character intensity.

What lessons were learned that are relevant to a wider global audience?: Participants responded positively, rating HID SIM 4.75/5 overall and 4.43/5 for engagement (n = 28). 'Less stressful than anticipated' scored 3.54/5 (n = 28), and 'less stressful than other simulations' was rated 3.68/5 (n = 19). Participants rated their pre-/post-simulation self-efficacy in several teamwork and medical competencies. All competencies showed statistically significant increases (p < 0.001) post-simulation.

What are the next steps?: Future steps include writing new character cards, expanding HID SIM to other clinical settings, and designing customized decks targeting specific team dynamics.

教育方面的挑战是什么?跨学科医疗团队经常在群众聚集的活动中第一次合作。模拟可以帮助参与者驾驭人际动态。游戏化模拟可以提供一种吸引人的、低风险的方法来引入像团队冲突这样充满情感的话题。解决办法是什么?:隐藏身份模拟(HID SIM)是一种游戏化的模拟,参与者拥有随机分配的秘密角色(例如:“无所不知”)在处理案件的同时驾驭不同的个性。汇报强调团队动态管理策略。解决方案是如何实现的?在模拟手术室中使用HID SIM进行5 -羟色胺中毒试验。29名参与者随机选择了性格卡片,卡片上列出了性格描述和改变性格强度的条件。吸取了哪些与更广泛的全球受众相关的教训?:参与者反应积极,对HID SIM的总体评价为4.75/5,参与度为4.43/5 (n = 28)。“压力小于预期”得分为3.54/5 (n = 28),“压力小于其他模拟”得分为3.68/5 (n = 19)。参与者在几个团队合作和医疗能力方面评估了他们模拟前/模拟后的自我效能。所有的能力在统计上都有显著的提高(p)。未来的步骤包括编写新的角色卡牌,将HID SIM卡扩展到其他临床设置,以及针对特定团队动态设计定制套牌。
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引用次数: 0
Adapting to clinical responsibility: Challenges and learning environment in early practice-a longitudinal study. 适应临床责任:早期实习的挑战与学习环境——一项纵向研究。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-03-22 DOI: 10.1080/0142159X.2026.2641761
Shou-De Ma, Sin Yee Patty Kwong, Grace Sambo, Shiuan-Ruey Yu, Yu-Che Chang, Ming-Ju Hsieh, Ji-Tseng Fang, Chung-Hsien Chaou

Introduction: The transition from medical student to doctor is widely recognized as a challenging period, yet most studies capture this transition at single time points and provide limited guidance on how educational environments can better support learners. Longitudinal insights are needed to understand how challenges emerge, how learners adapt, and where educational interventions may be most effective. This study aims to explore how medical students experience and adapt to increasing clinical responsibility across the transition from clerkship to the first postgraduate year (PGY1), interpreted through Gruppen's Learning Environment Framework.

Methods: This longitudinal study was conducted between August 2017 and July 2020 using audio diaries collected from medical students as they progressed from clerkship through their first postgraduate year (PGY1). Participants recorded regular audio diaries reflecting on experiences that made them feel unprepared for clinical practice. Data were analyzed inductively to identify recurring challenges and coping strategies. Gruppen's learning environment framework was subsequently used as an analytic scaffold to organize findings across personal, social, and organizational domains and to inform intervention-oriented interpretation.

Results: During clerkship, learners reported substantial challenges related to applying theoretical knowledge to patient care, limited participation within clinical teams, and uncertainty about professional roles and responsibilities. As learners transitioned into PGY1, they described adaptive processes including proactive engagement in clinical tasks, relationship-building with supervisors and team members, and increased self-reflection. Longitudinal analysis demonstrated both continuity and change across the transition: while some challenges persisted, learners' responses evolved as they assumed greater responsibility and autonomy.

Discussion: This study illustrates how challenges during the transition to practice are shaped by learning environment factors and how learners adapt over time. Using a learning environment framework as an analytic and intervention-guiding tool, the findings offer practical insights for designing educational strategies to better support learners as they move from student to doctor.

导读:从医学生到医生的转变被广泛认为是一个具有挑战性的时期,然而大多数研究只在单一的时间点上捕捉到这一转变,并且对教育环境如何更好地支持学习者提供有限的指导。要了解挑战是如何出现的,学习者如何适应,以及教育干预在哪里可能最有效,需要纵向的见解。本研究旨在通过Gruppen的学习环境框架,探讨医学生如何体验和适应从见习到研究生一年级(PGY1)过渡期间不断增加的临床责任。方法:本纵向研究于2017年8月至2020年7月期间进行,使用从医学生从见证员到研究生一年级(PGY1)期间收集的音频日记。参与者定期录制音频日记,反映那些让他们在临床实践中感到措手不及的经历。对数据进行归纳分析,以确定反复出现的挑战和应对策略。Gruppen的学习环境框架随后被用作分析框架,用于组织个人、社会和组织领域的研究结果,并为干预导向的解释提供信息。结果:在实习期间,学习者报告了将理论知识应用于患者护理方面的重大挑战,临床团队的参与有限,以及专业角色和责任的不确定性。当学习者过渡到PGY1时,他们描述了适应性过程,包括积极参与临床任务,与主管和团队成员建立关系,以及增加自我反思。纵向分析显示了整个过渡过程中的连续性和变化:虽然一些挑战仍然存在,但学习者的反应随着他们承担更大的责任和自主权而演变。讨论:这项研究说明了学习环境因素如何塑造了向实践过渡过程中的挑战,以及学习者如何随着时间的推移而适应。利用学习环境框架作为分析和干预指导工具,研究结果为设计教育策略提供了实用见解,以更好地支持学习者从学生到医生的转变。
{"title":"Adapting to clinical responsibility: Challenges and learning environment in early practice-a longitudinal study.","authors":"Shou-De Ma, Sin Yee Patty Kwong, Grace Sambo, Shiuan-Ruey Yu, Yu-Che Chang, Ming-Ju Hsieh, Ji-Tseng Fang, Chung-Hsien Chaou","doi":"10.1080/0142159X.2026.2641761","DOIUrl":"https://doi.org/10.1080/0142159X.2026.2641761","url":null,"abstract":"<p><strong>Introduction: </strong>The transition from medical student to doctor is widely recognized as a challenging period, yet most studies capture this transition at single time points and provide limited guidance on how educational environments can better support learners. Longitudinal insights are needed to understand how challenges emerge, how learners adapt, and where educational interventions may be most effective. This study aims to explore how medical students experience and adapt to increasing clinical responsibility across the transition from clerkship to the first postgraduate year (PGY1), interpreted through Gruppen's Learning Environment Framework.</p><p><strong>Methods: </strong>This longitudinal study was conducted between August 2017 and July 2020 using audio diaries collected from medical students as they progressed from clerkship through their first postgraduate year (PGY1). Participants recorded regular audio diaries reflecting on experiences that made them feel unprepared for clinical practice. Data were analyzed inductively to identify recurring challenges and coping strategies. Gruppen's learning environment framework was subsequently used as an analytic scaffold to organize findings across personal, social, and organizational domains and to inform intervention-oriented interpretation.</p><p><strong>Results: </strong>During clerkship, learners reported substantial challenges related to applying theoretical knowledge to patient care, limited participation within clinical teams, and uncertainty about professional roles and responsibilities. As learners transitioned into PGY1, they described adaptive processes including proactive engagement in clinical tasks, relationship-building with supervisors and team members, and increased self-reflection. Longitudinal analysis demonstrated both continuity and change across the transition: while some challenges persisted, learners' responses evolved as they assumed greater responsibility and autonomy.</p><p><strong>Discussion: </strong>This study illustrates how challenges during the transition to practice are shaped by learning environment factors and how learners adapt over time. Using a learning environment framework as an analytic and intervention-guiding tool, the findings offer practical insights for designing educational strategies to better support learners as they move from student to doctor.</p>","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1-12"},"PeriodicalIF":3.3,"publicationDate":"2026-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147499341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating real-time voice AI-based virtual patients for authentic communication training. 评估基于实时语音人工智能的虚拟患者真实沟通训练。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-03-19 DOI: 10.1080/0142159X.2026.2645021
Wei Hu, Yi Zuo, Qifeng Wan, Jinyu Zhou, Liqin Yuan, Shalong Wang

Background: Effective communication is essential in clinical training, yet opportunities for realistic and interactionally authentic practice remain limited. Standardized patients (SPs) provide realism but are resource-intensive, whereas virtual patients (VPs) offer scalability but have limited capacity to reproduce responsive, interactionally authentic dialogue. Recent advances in generative artificial intelligence (AI), particularly real-time voice models, have opened new possibilities for natural and synchronous dialogue in virtual simulations.

Aim: To evaluate whether a real-time voice-based virtual patient (RT-VP) can achieve communication performance, perceived realism, and self-efficacy outcomes comparable to SP training, thereby addressing the global challenge of scalable, authentic communication training.

Methods: The RT-VP was developed on the Doubao real-time voice generative AI platform, which supports synchronous, bidirectional spoken interaction. In a randomized controlled study, 134 residents were assigned to RT-VP, standardized-patient (SP), or peer role-play (PR) groups. All groups received identical SPIKES-based instruction and practiced in their assigned simulation modality. Outcomes included communication performance, self-efficacy, and perceived realism.

Results: Post-training SPIKES scores were highest for SP (26.6 ± 3.0), followed by RT-VP (24.9 ± 2.9) and PR (20.4 ± 4.3) (p < .001). Both SP and RT-VP outperformed PR (p < .001), and the difference between SP and RT-VP did not reach statistical significance (p = .06). Perceived realism generally followed an SP > RT-VP > PR pattern, with RT-VP demonstrating comparable linguistic realism to SP, while SP remained superior in contextual, emotional, and engagement realism.

Conclusions: This study represents, to our knowledge, the first controlled comparison of real-time voice generative AI-based VPs and SP encounters in communication training. RT-VP simulation approximated SP-level communication performance and perceived authenticity while offering scalability and consistency. Real-time voice simulation offers a scalable means to expand access to emotionally authentic communication training worldwide.

背景:有效的沟通在临床培训中是必不可少的,然而现实的和互动的真实实践的机会仍然有限。标准化患者(SPs)提供真实感,但资源密集,而虚拟患者(vp)提供可扩展性,但复制响应性强、互动真实的对话的能力有限。生成式人工智能(AI)的最新进展,特别是实时语音模型,为虚拟模拟中的自然和同步对话开辟了新的可能性。目的:评估实时语音虚拟患者(RT-VP)是否能达到与SP培训相当的沟通表现、感知真实感和自我效能,从而解决可扩展的、真实的沟通培训的全球挑战。方法:RT-VP在豆宝实时语音生成AI平台上开发,支持同步、双向语音交互。在一项随机对照研究中,134名住院医生被分配到RT-VP、标准化患者(SP)或同伴角色扮演(PR)组。所有组接受相同的基于spike的指导,并以指定的模拟方式进行练习。结果包括沟通表现、自我效能和感知现实主义。结果:训练后spike评分最高的是SP(26.6±3.0),其次是RT-VP(24.9±2.9)和PR(20.4±4.3)(p < 0.001)。SP和RT-VP均优于PR (p < .001), SP与RT-VP的差异无统计学意义(p = .06)。感知现实性通常遵循SP b> RT-VP b> PR模式,其中RT-VP表现出与SP相当的语言现实性,而SP在语境、情感和参与现实性方面仍然优于SP。结论:据我们所知,这项研究首次对基于实时语音生成ai的副总裁和SP在沟通培训中的遭遇进行了对照比较。RT-VP模拟在提供可伸缩性和一致性的同时近似sp级通信性能和感知真实性。实时语音模拟提供了一种可扩展的手段,以扩大全球范围内情感真实沟通培训的访问。
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引用次数: 0
SoC-TEQ: A teaching-embedded framework to quantify skin of color exposure and quality in dermatology residency training. SoC-TEQ:一个在皮肤科住院医师培训中量化皮肤颜色暴露和质量的教学嵌入式框架。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-03-18 DOI: 10.1080/0142159X.2026.2637609
Diala Ra'Ed Kamal Kakish, Gisele Viana de Oliveira

What is the educational challenge? Efforts to improve skin-of-color (SoC) education in dermatology have increased, yet standardized methods to evaluate how this content is taught in routine didactic and clinical settings remain limited.

What is the proposed solution?We propose the SoC-TEQ Framework (Skin of Color - Teaching Exposure & Quality), a resident-led, low-cost, and reproducible model to support the evaluation and improvement of SoC education in dermatology residency training. The framework draws on the Kirkpatrick model and principles of situated learning. It assesses three domains: Teaching Exposure, which reflects how often SoC content is addressed; the Representational Metric, which captures instructional quality; and Resident Engagement, which reflects learner participation. Individual teaching encounters serve as the unit of analysis, allowing consistent evaluation of SoC incorporation across teaching activities.

What are the potential benefits to a wider global audience?A defining feature of SoC-TEQ is its active feedback loop, in which residents identify educational gaps and participate in peer-led remediation. Designed to be scalable across programs with varying resources, the framework enables longitudinal evaluation of SoC instruction and supports data-informed curricular refinement.

What are the next steps?Initial next steps include single-program pilots, evaluation of inter-rater reliability, and refinement of exposure benchmarks.

教育方面的挑战是什么?改善皮肤病学有色人种(SoC)教育的努力有所增加,但评估这些内容在常规教学和临床环境中如何教授的标准化方法仍然有限。建议的解决方案是什么?我们提出SoC- teq框架(Skin of Color - Teaching Exposure & Quality),这是一个由住院医师主导的、低成本的、可重复的模型,用于支持皮肤科住院医师培训中SoC教育的评估和改进。该框架借鉴了Kirkpatrick模型和情境学习原则。它评估了三个领域:教学曝光,反映了SoC内容被讨论的频率;表征度量法,捕捉教学质量;居民参与,反映学习者的参与。个别教学相遇作为分析单元,允许在教学活动中对SoC整合进行一致的评估。对更广泛的全球受众有什么潜在的好处?SoC-TEQ的一个决定性特征是它的主动反馈回路,在这个回路中,居民发现教育差距,并参与同伴主导的补救措施。该框架旨在跨不同资源的项目进行扩展,可以对SoC教学进行纵向评估,并支持数据知情的课程改进。下一步是什么?最初的下一步包括单项目试点、评估内部可靠性和改进暴露基准。
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引用次数: 0
Simulated patient judgements of medical student performance in OSCEs: A realist evaluation. 模拟病人判断医学生在oses的表现:一个现实的评估。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-03-18 DOI: 10.1080/0142159X.2026.2641759
Ansaam El-Sherif, Jun Jie Lim, Chris Roberts

Introduction: Simulated patients (SPs) are widely used in Objective Structured Clinical Examinations (OSCEs) and increasingly contribute to summative scoring in high-stakes clinical assessments. While their judgments inform pass-fail decisions, concerns remain about variability and potential bias. There is limited theory-driven evidence explaining how SP involvement contributes to assessment decisions, and under what conditions this supports fair and credible assessment. This study aimed to develop and refine a programme theory explaining how SP involvement contributes to decision-making in high-stakes OSCEs.

Methods: We conducted a realist evaluation informed by an initial programme theory developed through a rapid realist review. Semi-structured interviews were undertaken with 19 SPs in a sequential OSCE at a UK medical school. Interviews explored how SPs approached scoring decisions and how features of the assessment environment shaped their judgments. Data were analysed iteratively using abductive and retroductive reasoning to identify context-mechanism-outcome configurations (CMOCs) and refine the programme theory.

Results: Eighteen interrelated CMOCs were constructed across nine domains describing how SP judgments were shaped through interactions between assessment-related factors (including assessment tools, assessment focus, logistical environment, and the sequential format) and SP-related factors (including background and experience, training and benchmarking, role positioning, fatigue, and interaction with examiner). When SPs felt prepared, role clarity was established, and assessment tools and conditions were supportive, they reported making judgments experienced as fair and authentic. In contrast, high cognitive load, role ambiguity, fatigue and insufficient preparation activated mechanisms that increased perceived variability and potential for bias.

Discussion: SP judgments in high-stakes OSCEs are complex and context-dependent. This programme theory provides an explanatory account of how SP judgments are produced and identifies conditions that support or undermine assessment. The findings offer practical implications for assessment design, SP training and faculty-SP collaboration to strengthen the use of SPs as assessors in high-stakes clinical examinations.

简介:模拟患者(SPs)在客观结构化临床检查(osce)中被广泛使用,并越来越多地在高风险临床评估中起到总体性评分的作用。虽然他们的判断为通过或不通过的决定提供了依据,但对可变性和潜在偏见的担忧仍然存在。有有限的理论驱动证据解释SP参与如何有助于评估决策,以及在什么条件下支持公平和可信的评估。本研究旨在发展和完善一个程序理论,解释SP参与如何有助于高风险欧安组织的决策。方法:我们进行了一个现实主义的评估,通过一个快速现实主义回顾发展的初步方案理论。欧安组织先后在英国一所医学院对19名SPs进行了半结构化访谈。访谈探讨了sp如何处理评分决策以及评估环境的特征如何影响他们的判断。使用溯因推理和溯因推理对数据进行迭代分析,以确定情境-机制-结果配置(cmoc)并完善程序理论。结果:在9个领域构建了18个相互关联的cmoc,描述了SP判断是如何通过评估相关因素(包括评估工具、评估重点、后勤环境和顺序格式)和SP相关因素(包括背景和经验、培训和基准、角色定位、疲劳和与考官的互动)之间的相互作用形成的。当SPs感到准备好了,角色明确了,评估工具和条件是支持性的,他们报告说他们做出的判断是公平和真实的。相反,高认知负荷、角色模糊、疲劳和准备不足激活了增加感知变异性和潜在偏见的机制。讨论:高风险欧安组织中的SP判断是复杂且依赖于上下文的。这个程序理论解释了SP判断是如何产生的,并确定了支持或破坏评估的条件。研究结果为评估设计、SP培训和教师与SP合作提供了实际意义,以加强SP作为高风险临床检查评估员的使用。
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引用次数: 0
Leveraging artificial intelligence to accelerate competency development in diagnostic reasoning of medical students. 利用人工智能加速医学生诊断推理能力的发展。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-03-17 DOI: 10.1080/0142159X.2026.2641769
Moushumi Sur, Supaporn Dissaneevate, Araya Yuenyongviwat, Kanokpan Ruangnapa, Winston Liaw, Peter Boedeker, Shelley Kumar, Brian Rismiller, Satid Thammasitboon

Introduction: Diagnostic errors remain a critical patient safety concern, yet teaching diagnostic reasoning is challenging due to its complex, context-specific nature. Traditional teaching methods emphasize analytical reasoning but often neglect non-analytical, pattern recognition processes that are grounded in script theory. Script theory highlights illness scripts-structured mental representations of diseases-as foundational to diagnostic expertise. Advances in artificial intelligence (AI) offer opportunities to support illness script formulation through personalized, scalable feedback. This study evaluated whether chatbot-enabled instruction and feedback improve medical students' illness script quality compared with conventional instruction techniques.

Methods: We conducted a parallel-group randomized controlled trial with 83 medical students at Prince of Songkla University, Hat Yai, Thailand. Participants were randomized to conventional instruction or chatbot-enabled instruction using Microsoft Copilot. Both groups received didactic instruction, followed by illness script formulation tasks at three timepoints: pre-test (T1), immediate post-test (T2), and post-intervention with new cases (T3). Illness scripts were assessed using the validated Illness Script Assessment Tool (ISAT), which evaluates structure, content, richness, and maturity. Data was analyzed using cumulative link mixed-effects models.

Results: Baseline illness script quality was comparable between groups. Chatbot-enabled instruction produced significantly greater improvements in script structure (OR 3.7), content (OR 3.3), and maturity (OR 2.9) at immediate post, with gains sustained at transfer testing for structure. Richness scores showed delayed improvement (OR 2.9). Composite ISAT scores confirmed durable improvements (OR 3.2 at T2; OR 2.7 at T3).

Discussion: Chatbot-enabled instruction accelerated and enhanced illness script development compared with conventional methods, operationalizing deliberate practice principles and making non-analytical reasoning teachable. By integrating structured pedagogy with scalable AI feedback, this approach reduces educator burden while fostering diagnostic expertise. Future multi-site studies should examine long-term retention, clinical transfer, and AI feedback fidelity to ensure reliability and equity.

诊断错误仍然是一个重要的患者安全问题,但教学诊断推理是具有挑战性的,因为它的复杂性,具体情况的性质。传统的教学方法强调分析推理,但往往忽视基于脚本理论的非分析性模式识别过程。剧本理论强调疾病剧本——结构化的疾病心理表征——是诊断专业知识的基础。人工智能(AI)的进步提供了通过个性化、可扩展的反馈来支持疾病脚本制定的机会。本研究评估了与传统教学技术相比,聊天机器人的教学和反馈是否能提高医学生的病情记录质量。方法:我们对泰国合艾宋卡王子大学的83名医科学生进行了平行组随机对照试验。参与者被随机分配到传统教学或使用微软Copilot的聊天机器人教学。两组均接受说教性指导,然后在三个时间点进行疾病脚本编写任务:测试前(T1)、测试后(T2)和干预后出现新病例(T3)。使用经过验证的疾病脚本评估工具(ISAT)评估疾病脚本,该工具评估结构、内容、丰富性和成熟度。使用累积链接混合效应模型分析数据。结果:两组间基线疾病记录质量具有可比性。启用聊天机器人的指令在脚本结构(OR 3.7)、内容(OR 3.3)和成熟度(OR 2.9)方面产生了显著的更大改进,并且在结构的转移测试中获得了持续的收益。丰富度评分显示延迟改善(OR 2.9)。综合ISAT评分证实了持久的改善(T2时OR 3.2; T3时OR 2.7)。讨论:与传统方法相比,聊天机器人支持的教学加速并增强了疾病脚本的开发,使刻意练习原则可操作,并使非分析性推理可教。通过将结构化教学法与可扩展的人工智能反馈相结合,这种方法在培养诊断专业知识的同时减轻了教育工作者的负担。未来的多地点研究应检查长期保留、临床转移和人工智能反馈的保真度,以确保可靠性和公平性。
{"title":"Leveraging artificial intelligence to accelerate competency development in diagnostic reasoning of medical students.","authors":"Moushumi Sur, Supaporn Dissaneevate, Araya Yuenyongviwat, Kanokpan Ruangnapa, Winston Liaw, Peter Boedeker, Shelley Kumar, Brian Rismiller, Satid Thammasitboon","doi":"10.1080/0142159X.2026.2641769","DOIUrl":"https://doi.org/10.1080/0142159X.2026.2641769","url":null,"abstract":"<p><strong>Introduction: </strong>Diagnostic errors remain a critical patient safety concern, yet teaching diagnostic reasoning is challenging due to its complex, context-specific nature. Traditional teaching methods emphasize analytical reasoning but often neglect non-analytical, pattern recognition processes that are grounded in script theory. Script theory highlights illness scripts-structured mental representations of diseases-as foundational to diagnostic expertise. Advances in artificial intelligence (AI) offer opportunities to support illness script formulation through personalized, scalable feedback. This study evaluated whether chatbot-enabled instruction and feedback improve medical students' illness script quality compared with conventional instruction techniques.</p><p><strong>Methods: </strong>We conducted a parallel-group randomized controlled trial with 83 medical students at Prince of Songkla University, Hat Yai, Thailand. Participants were randomized to conventional instruction or chatbot-enabled instruction using Microsoft Copilot. Both groups received didactic instruction, followed by illness script formulation tasks at three timepoints: pre-test (T1), immediate post-test (T2), and post-intervention with new cases (T3). Illness scripts were assessed using the validated Illness Script Assessment Tool (ISAT), which evaluates structure, content, richness, and maturity. Data was analyzed using cumulative link mixed-effects models.</p><p><strong>Results: </strong>Baseline illness script quality was comparable between groups. Chatbot-enabled instruction produced significantly greater improvements in script structure (OR 3.7), content (OR 3.3), and maturity (OR 2.9) at immediate post, with gains sustained at transfer testing for structure. Richness scores showed delayed improvement (OR 2.9). Composite ISAT scores confirmed durable improvements (OR 3.2 at T2; OR 2.7 at T3).</p><p><strong>Discussion: </strong>Chatbot-enabled instruction accelerated and enhanced illness script development compared with conventional methods, operationalizing deliberate practice principles and making non-analytical reasoning teachable. By integrating structured pedagogy with scalable AI feedback, this approach reduces educator burden while fostering diagnostic expertise. Future multi-site studies should examine long-term retention, clinical transfer, and AI feedback fidelity to ensure reliability and equity.</p>","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1-9"},"PeriodicalIF":3.3,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147474544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
'I don't know what I don't know': A qualitative study of medical students' self-assessment in a Hong Kong context. “我不知道我不知道什么”:香港医科学生自我评估的定性研究。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-03-11 DOI: 10.1080/0142159X.2026.2630980
Binbin Zheng, Qing He, Chin-Hsi Lin

Introduction: Self-assessment (SA), a crucial psychological process in education, involves learners judging whether they meet their own identified standards. SA is a multi-dimensional construct shaped by various factors, including individual, contextual, and cultural influences. This cross-sectional study aims to explore how medical students develop and enact SA across training stages within an East Asian educational context, with particular attention to multilevel influences.

Methods: Conducted at a Hong Kong medical school, this study involved one-on-one semi-structured interviews with medical students at different stages of training. Interview focused on students' SA practices and the factors influencing their development across different stages of training. Data were analyzed using thematic analysis, informed by the social ecological model, through iterative coding and interpretation.

Results: Interviews with 26 medical students across preclinical and clinical training stages revealed four interrelated levels influencing SA practices: individual level-perceived value, emotional, motivational factors, professional identity, and subconscious reflection; interpersonal level-teacher feedback, peer interaction, and patient feedback; institutional level-curriculum structure, frequency and format of assessments, a supportive environment, and alignment of teaching and learning objectives; and societal level-collectivist cultural norms, humility, and local academic expectations. Additionally, students recognized SA as both a cognitive and emotional regulatory process, shaped by culturally mediated norms around self-evaluation, feedback interpretation, and performance comparison.

Discussion: This study demonstrates that medical students' SA practices are shaped by interacting influences across individual, interpersonal, institutional, and societal levels, with cultural norms playing a structuring role rather than a peripheral one. By highlighting how commonly described SA processes operate differently in an East Asian context, these findings extend existing SA and SRL literature and underscore the importance of culturally responsive educational and assessment practices to support students' development of SA and lifelong learning.

自我评价(Self-assessment, SA)是教育中一个重要的心理过程,是学习者判断自己是否达到了自己设定的标准。情景认知是由多种因素形成的多维结构,包括个人、语境和文化影响。本横断面研究旨在探讨医学生如何在东亚教育背景下发展和制定跨训练阶段的SA,并特别关注多层次的影响。方法:本研究在香港一所医学院进行,采用一对一半结构化访谈的方式对不同训练阶段的医学生进行访谈。访谈重点关注学生在不同训练阶段的SA实践以及影响其发展的因素。通过反复编码和解释,利用社会生态模型对数据进行专题分析。结果:对临床前和临床训练阶段的26名医学生的访谈揭示了影响SA实践的四个相互关联的层面:个体层面感知价值、情感、动机因素、职业认同和潜意识反思;人际层面——教师反馈、同伴互动、患者反馈;院校层面的课程结构、评估的频率和形式、支持性的环境,以及教与学目标的一致性;以及社会层面的集体主义文化规范、谦逊和当地学术期望。此外,学生认识到SA是一个认知和情绪调节过程,受自我评价、反馈解释和表现比较等文化中介规范的影响。讨论:本研究表明医学生的SA实践是由个人、人际、机构和社会层面的相互影响形成的,文化规范起着结构性作用,而不是外围作用。通过强调东亚背景下普遍描述的SA过程的不同运作方式,这些研究结果扩展了现有的SA和SRL文献,并强调了文化响应性教育和评估实践对支持学生SA发展和终身学习的重要性。
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引用次数: 0
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Medical Teacher
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