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Exploring how pediatric supervisors conceptualize the optimal stress zone for resident learning. 探索儿科主管如何概念化住院医师学习的最佳压力区。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-18 DOI: 10.1080/0142159X.2026.2614610
Jimmy Beck, Kimberly O'Hara, Marieke van der Schaaf, Bridget C O'Brien

Introduction: Educators often view stress as a threat to learning, yet under the right conditions it may enhance it. Ideally, supervisors identify an optimal stress zone that supports learning, an ability that likely depends on how they conceptualize the stress-learning relationship. Our study explores how supervisors conceptualize this optimal stress zone and the factors that shape it.

Methods: Using constructivist grounded theory methodology, we interviewed pediatric supervisors who were nominated by residents for their ability to use stress to support learning. We analyzed the interviews through open and focused coding, with regular team discussions to develop categories and a theoretical model.

Results: Participants described a curvilinear relationship between stress and learning, conceptualized as a four-zone Stress-Learning Model: comfort, optimal stress, caution, and crisis. Learning was perceived to peak in the optimal stress zone, where stress is manageable and shaped by individual, situational, and supervisory factors. The "tipping point" between caution and crisis marked a sharp decline in learning and wellbeing but was difficult to recognize.

Discussion: Pediatric supervisors believe there is an optimal stress zone for learning but find it difficult to identify. Our findings suggest supervisors do not view stress as inherently harmful, but as a force that can enhance learning.

教育工作者经常把压力看作是对学习的一种威胁,然而在适当的条件下,压力可能会促进学习。理想情况下,主管应该确定一个支持学习的最佳压力区,这种能力可能取决于他们如何概念化压力-学习关系。我们的研究探讨了主管如何概念化这个最佳压力区,以及塑造它的因素。方法:采用建构主义扎根理论的方法,我们采访了由住院医师提名的利用压力来支持学习的儿科主管。我们通过开放和专注的编码来分析访谈,并定期进行团队讨论,以开发类别和理论模型。结果:参与者描述了压力和学习之间的曲线关系,将其概念化为四区压力-学习模型:舒适、最佳压力、谨慎和危机。学习被认为在最佳压力区达到顶峰,在这个压力区,压力是可控的,并受到个人、情境和监督因素的影响。谨慎和危机之间的“临界点”标志着学习和幸福感的急剧下降,但很难识别。讨论:儿科主管认为存在学习的最佳压力区,但很难确定。我们的研究结果表明,管理者并不认为压力本身是有害的,而是一种可以促进学习的力量。
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引用次数: 0
A scoping review of the upstream influences of admissions policies on applicant behaviour: Don't hate the player, hate the game. 关于招生政策对申请人行为的上游影响的范围审查:不要讨厌玩家,要讨厌游戏。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-18 DOI: 10.1080/0142159X.2026.2614602
Angela Huang, Caroline Caswell, Stacey A Ritz, Lawrence Grierson

Introduction: Anecdotes from university faculty and educational leaders suggest that medical school admissions policies are driving aspirant behavior in unintended ways. This paper reviews the existing literature for evidence of admission policies' upstream impact on applicant behavior.

Methods: We used a scoping review to summarize research published between 1980-2025, written in English, with empirical evidence of medical school applicants' behaviors being driven by admissions policies.

Results: Fifteen papers were included in the review. These revealed three types of policy-mediated admissions practices that influence aspirant behaviour: (1) high weightings of grade point averages and standardized tests, (2) value placed on activities reported on curricula vitae, and (3) the rating of essays and personal statement submissions, interview responses, and letters of recommendation. These policies influenced how aspirants made academic choices, sought supports, and marshalled their time and resources. Notably, aspirants' interpretations of selection policies were partially influenced by information not explicated articulated by the policies.

Discussion: Admissions policies that incentivize behaviours misaligned with the values of medical practice may have harmful effects on applicants and the profession. Medical schools should consider the unintended consequences of their selection approach and establish policies that protect aspirant well-being and promote behaviours valued within physicians.

导读:来自大学教师和教育领导者的轶事表明,医学院的招生政策正在以意想不到的方式推动上进心的行为。本文回顾了现有文献,以寻找录取政策对申请人行为上游影响的证据。方法:我们使用了一项范围综述,总结了1980-2025年间发表的英文研究,其中有经验证据表明医学院申请人的行为受到招生政策的驱动。结果:共纳入15篇论文。这些研究揭示了影响上进心行为的三种政策导向的招生实践:(1)对平均成绩和标准化考试的高权重,(2)对简历上报告的活动的重视,以及(3)对论文和个人陈述提交、面试回复和推荐信的评级。这些政策影响了有志者如何做出学术选择、寻求支持、安排时间和资源。值得注意的是,有志者对选择政策的解释部分受到政策未明确阐述的信息的影响。讨论:鼓励与医疗实践价值观不一致的行为的招生政策可能对申请人和专业产生有害影响。医学院应考虑其选择方法的意外后果,并制定政策,保护有志者的福祉,促进医生所重视的行为。
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引用次数: 0
'I too can be a good physician who still makes mistakes': Exploring medical students' emotions and emotional regulation towards mistakes. “我也可以成为一名犯错的好医生”:探索医学生的情绪和对错误的情绪调节。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-18 DOI: 10.1080/0142159X.2026.2617257
Binbin Zheng, Tasha R Wyatt, Jeanmarie Rey, Jeffrey L Goodie, Elyse Fiore Pierre, Ava Dimmick, Emma Gromacki, Jerusalem Merkebu

Purpose: Medical mistakes evoke intense emotions among trainees and are often framed through shame and distress. This study explores how medical students respond emotionally to clinical mistakes and how they regulate those emotions through reflective writing after hearing health professionals share stories of error.

Methods: We conducted a qualitative descriptive study analyzing reflective essays from 21 medical students following a panel on clinical mistakes. Thematic analysis was guided by Gross's Process Model of Emotional Regulation, while allowing for inductive themes to emerge.

Results: Students described a range of emotional responses, including fear, guilt, and shame, rooted in personal histories and the culture of medicine. Emotional regulation strategies included cognitive reappraisal, response modulation, and metacognitive reflection. Students demonstrated self-awareness, growth mindset, and commitments to personal accountability. Students also emphasized the importance of help-seeking and social support in navigating emotionally challenged experiences.

Conclusions: Mistakes in medicine are emotionally complex and shaped by systemic and cultural forces. Reflective writing can foster adaptive emotional regulation and support professional identity development. Structuring emotionally safe learning environments is critical to transforming the culture around medical errors.

目的:医疗事故在受训者中引起强烈的情绪,通常是通过羞耻和痛苦来塑造的。本研究探讨医学生对临床错误的情绪反应,以及在听取医疗专业人员分享错误故事后,他们如何通过反思性写作来调节这些情绪。方法:我们进行了一项定性描述性研究,分析了21名医学生在临床错误小组后的反思性文章。主题分析以Gross的情绪调节过程模型为指导,同时允许归纳主题的出现。结果:学生们描述了一系列的情绪反应,包括恐惧、内疚和羞耻,这些都植根于个人经历和医学文化。情绪调节策略包括认知重评、反应调节和元认知反思。学生表现出自我意识、成长心态和对个人责任的承诺。学生们还强调了寻求帮助和社会支持在应对情感挑战经历中的重要性。结论:医学错误在情感上是复杂的,并受到体制和文化力量的影响。反思性写作可以促进适应性情绪调节,支持职业认同的发展。构建情感安全的学习环境对于改变医疗差错文化至关重要。
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引用次数: 0
Medical student moral distress in the clinical learning environment: Identifying the sources and pedagogical implications. 医学生在临床学习环境中的道德困境:确定其来源及教学意义。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-14 DOI: 10.1080/0142159X.2026.2614603
Annika D Reczek, Daniel T Kim, Sandra DiBrito, Wayne Shelton

Purpose: Moral distress arises when clinicians feel unable to act according to their ethical beliefs due to various constraints. Medical students transitioning from classroom to clinical settings are particularly vulnerable due to limited authority and fear of repercussions. This study examines how medical students experience and report moral distress, the role of supervising physicians, and the implications for professional development.

Method: 407 case reports from third-year students at a U.S. allopathic medical school were quantitatively and qualitatively analyzed to assess instances of moral distress and students' experiences and relationship with clinical mentors.

Results: Moral distress was reported in 170 (41.8%) cases. Of those, "actions by another" (n=56, 32.9%) and "systemic concerns" (n=39, 22.9%) were the most common causes of moral distress. Mentor status (attending vs. trainee) had no significant impact on moral distress scores (p=0.6). Students without moral distress were more likely to rate their mentors more positively than those with moral distress (73.9% vs 54.0%, p<0.001) and want to emulate them (79.7% vs 55.9%, p<0.001).

Conclusions: Moral distress is commonly experienced among medical students, frequently driven by observing others' behaviors. Positive role modeling and mentoring can significantly influence students' moral distress and professional development.

目的:当临床医生由于各种限制而感到无法按照自己的伦理信仰行事时,就会出现道德困境。从课堂过渡到临床环境的医学生由于权力有限和害怕后果而特别容易受到伤害。本研究探讨医学生如何体验和报告道德困境、监督医师的角色,以及对专业发展的影响。方法:对407例来自美国一所对抗疗法医学院的三年级学生的病例报告进行定量和定性分析,以评估道德困扰的情况、学生的经历以及与临床导师的关系。结果:道德困扰170例(41.8%)。其中,“他人的行为”(n=56, 32.9%)和“系统问题”(n=39, 22.9%)是最常见的道德困扰原因。导师身份(参加vs.实习生)对道德困扰得分没有显著影响(p=0.6)。没有道德困扰的学生比有道德困扰的学生更有可能对导师给予积极的评价(73.9% vs 54.0%)。结论:道德困扰在医学生中普遍存在,通常是由观察他人的行为引起的。积极的角色塑造和指导对学生的道德困境和专业发展有显著的影响。
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引用次数: 0
Exploring barriers and facilitators to mobile technology integration in clinical education: A focus group study with students and stakeholders. 探索临床教育中移动技术整合的障碍和促进因素:与学生和利益相关者的焦点小组研究。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-13 DOI: 10.1080/0142159X.2025.2607521
Beata Dobrowolska, Ariadna Huertas-Zurriaga, Cristina Casanovas-Cuéllar, Magdalena Dziurka, Carles Garcia-López, Stephanie Herbstreit, Daniela Mäker, Patrycja Ozdoba, Carlos Martínez-Gaitero, Esther Cabrera

Introduction: Mobile learning (mLearning) is increasingly recognized as a valuable tool for supporting clinical education by offering students flexible, real-time access to information within clinical learning environments (CLEs). However, its implementation is often hindered by infrastructural limitations, lack of institutional support and training, and concerns related to professionalism and patient perception. There is a lack of evidence that considers both student and stakeholder perspectives across different health education contexts. This study aimed to explore perceived barriers and facilitators to the integration of mLearning in clinical education from the perspectives of undergraduate health occupation students and clinical stakeholders.

Methods: An exploratory qualitative design was used, involving six focus groups (FGs) with 25 students and 26 stakeholders from three European universities (Spain, Poland, and Germany). Data were analyzed thematically using the FRAME model (Framework for the Rational Analysis of Mobile Education). Research rigor was ensured through COREQ (COnsolidated criteria for REporting Qualitative research) guidelines and recognized qualitative research standards. Ethical approval was obtained from all institutions involved.

Results: A total of 51 participants - 25 students and 26 stakeholders - contributed to six FGs across three countries. Thematic analysis, guided by the FRAME model, revealed key benefits and challenges of mLearning integration in clinical education. Participants highlighted the potential of mobile technology to enhance flexibility, access to knowledge, and peer collaboration in clinical education. However, significant challenges remain, including ethical concerns, generational divides, limited infrastructure, and institutional resistance.

Discussion: Mobile technology offers clear benefits for clinical education - such as flexibility, access, and collaboration - but its integration requires addressing ethical, organizational, and generational barriers. Effective implementation demands inclusive, co-designed strategies supported by infrastructure, training, and cultural change.

导读:移动学习(mLearning)越来越被认为是支持临床教育的一种有价值的工具,它为学生提供了灵活、实时的临床学习环境(cle)中的信息访问。然而,它的实施常常受到基础设施限制、缺乏机构支持和培训以及与专业精神和病人感知有关的问题的阻碍。在不同的健康教育背景下,缺乏考虑学生和利益相关者观点的证据。本研究旨在从本科卫生职业学生和临床利益相关者的角度探讨移动学习在临床教育中整合的障碍和促进因素。方法:采用探索性定性设计,涉及来自三所欧洲大学(西班牙、波兰和德国)的25名学生和26名利益相关者的六个焦点小组(fg)。使用FRAME模型(流动教育理性分析框架)对数据进行主题分析。通过COREQ(报告定性研究的综合标准)指南和公认的定性研究标准确保了研究的严谨性。获得了所有相关机构的伦理批准。结果:共有51名参与者——25名学生和26名利益相关者——为三个国家的六个fg做出了贡献。在FRAME模型的指导下,专题分析揭示了将移动学习整合到临床教育中的主要好处和挑战。与会者强调了移动技术在提高临床教育的灵活性、获取知识和同行合作方面的潜力。然而,重大挑战仍然存在,包括伦理问题、代沟、有限的基础设施和制度阻力。讨论:移动技术为临床教育提供了明显的好处——例如灵活性、可及性和协作性——但是它的整合需要解决伦理、组织和代际障碍。有效的实施需要由基础设施、培训和文化变革支持的包容性、共同设计的战略。
{"title":"Exploring barriers and facilitators to mobile technology integration in clinical education: A focus group study with students and stakeholders.","authors":"Beata Dobrowolska, Ariadna Huertas-Zurriaga, Cristina Casanovas-Cuéllar, Magdalena Dziurka, Carles Garcia-López, Stephanie Herbstreit, Daniela Mäker, Patrycja Ozdoba, Carlos Martínez-Gaitero, Esther Cabrera","doi":"10.1080/0142159X.2025.2607521","DOIUrl":"https://doi.org/10.1080/0142159X.2025.2607521","url":null,"abstract":"<p><strong>Introduction: </strong>Mobile learning (mLearning) is increasingly recognized as a valuable tool for supporting clinical education by offering students flexible, real-time access to information within clinical learning environments (CLEs). However, its implementation is often hindered by infrastructural limitations, lack of institutional support and training, and concerns related to professionalism and patient perception. There is a lack of evidence that considers both student and stakeholder perspectives across different health education contexts. This study aimed to explore perceived barriers and facilitators to the integration of mLearning in clinical education from the perspectives of undergraduate health occupation students and clinical stakeholders.</p><p><strong>Methods: </strong>An exploratory qualitative design was used, involving six focus groups (FGs) with 25 students and 26 stakeholders from three European universities (Spain, Poland, and Germany). Data were analyzed thematically using the FRAME model (Framework for the Rational Analysis of Mobile Education). Research rigor was ensured through COREQ (COnsolidated criteria for REporting Qualitative research) guidelines and recognized qualitative research standards. Ethical approval was obtained from all institutions involved.</p><p><strong>Results: </strong>A total of 51 participants - 25 students and 26 stakeholders - contributed to six FGs across three countries. Thematic analysis, guided by the FRAME model, revealed key benefits and challenges of mLearning integration in clinical education. Participants highlighted the potential of mobile technology to enhance flexibility, access to knowledge, and peer collaboration in clinical education. However, significant challenges remain, including ethical concerns, generational divides, limited infrastructure, and institutional resistance.</p><p><strong>Discussion: </strong>Mobile technology offers clear benefits for clinical education - such as flexibility, access, and collaboration - but its integration requires addressing ethical, organizational, and generational barriers. Effective implementation demands inclusive, co-designed strategies supported by infrastructure, training, and cultural change.</p>","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1-14"},"PeriodicalIF":3.3,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145959606","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
Twelve tips on how to put together a successful applications for ASPIRE award for assessment of students. 关于如何成功申请ASPIRE奖以评估学生的12个技巧。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-13 DOI: 10.1080/0142159X.2025.2610402
Christy K Boscardin, John Cookson, Rikki Goddard-Fuller, Rukhsana Zuberi, Naveed Yousuf, Katharine Boursicot

This paper provides twelve practical tips for institutions preparing to submit successful applications for the ASPIRE Award in the category of Assessment of Students, part of AMEE's global initiative to recognize excellence in health professions education. This paper emphasizes the importance of achieving institutional buy-in, aligning assessment systems with the school's mission and context, assembling a strong submission team, and providing explanation of the award criteria. It highlights the collection and presentation of comprehensive evidence, including metrics like psychometric analysis and construct alignment, to demonstrate standards of excellence. Engaging students in the application process is critical, as their perspectives enhance transparency, equity, and accountability. Institutions are encouraged to address inconsistencies, demonstrate impact through quality improvement cycles, and showcase their commitment to continuous learning and professional development. The tips also include the value of engaging with the ASPIRE Academy for expert support and collaboration during the application process. This paper highlights that the ASPIRE award is an opportunity to foster reflection, collaboration, and innovation, while contributing to global standards of excellence in assessment in health professions education.

本文件为准备成功提交学生评估类别ASPIRE奖申请的院校提供了12条实用提示,该奖项是AMEE全球倡议的一部分,旨在表彰卫生专业教育的卓越表现。本文强调了获得机构认可、将评估系统与学校的使命和背景结合起来、组建一个强大的提交团队以及提供奖励标准解释的重要性。它强调收集和展示全面的证据,包括心理测量分析和结构一致性等指标,以展示卓越的标准。让学生参与申请过程至关重要,因为他们的观点可以提高透明度、公平性和问责性。鼓励院校解决不一致的问题,通过质量改进周期展示其影响,并展示其对持续学习和专业发展的承诺。这些建议还包括在申请过程中与ASPIRE学院进行专家支持和合作的价值。本报告强调,ASPIRE奖是一个促进反思、合作和创新的机会,同时为卫生专业教育评估的全球卓越标准作出贡献。
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引用次数: 0
Error-based learning in health professions education: AMEE Guide No. 191. 卫生专业教育中的基于错误的学习:AMEE指南第191号。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-11 DOI: 10.1080/0142159X.2025.2583404
Maryam Alizadeh, David Taylor, Cesar Orsini, Rusul Jasim Khalaf, MonirehSadat Afzali Arani

Error-Based Learning (EBL) represents a paradigm shift in Health Professions Education (HPE), moving from punitive approaches to embracing errors as learning opportunities. This AMEE guide targets educators, curriculum designers, clinicians, and learners, bridging theory with practical strategies to optimize EBL in training and assessment. The guide contrasts Error Management Theory (EMT), which emphasizes learning from errors, with Error Avoidance Theory (EAT). Core EBL components including psychological safety, structured reflection, deliberate error exposure, and feedback are detailed alongside actionable implementation strategies, including simulation-based scenarios with debriefing, contrasting case-based reasoning, structured error-logging through reflective portfolios and assessment for learning. Looking ahead, we discuss emerging innovations in EBL, including the potential reconceptualization of educational tools such as the 'escape room' as an 'error room' and AI. This guide challenges traditional paradigms and calls for a deliberate focus on error-embracing in HPE.

基于错误的学习(EBL)代表了卫生专业教育(HPE)的范式转变,从惩罚方法转向将错误视为学习机会。本AMEE指南针对教育工作者、课程设计者、临床医生和学习者,将理论与实践策略相结合,以优化EBL的培训和评估。该指南将强调从错误中学习的错误管理理论(EMT)与错误避免理论(EAT)进行了对比。EBL的核心组件包括心理安全、结构化反思、故意错误暴露和反馈,以及可操作的实施策略,包括基于模拟的情况汇报、基于案例的对比推理、通过反思组合和学习评估的结构化错误记录。展望未来,我们将讨论EBL的新兴创新,包括教育工具的潜在重新概念化,如“逃生室”作为“错误室”和人工智能。本指南挑战了传统范式,并呼吁在HPE中有意识地关注错误。
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引用次数: 0
Beyond the faculty-student dyad: Disentangling the hidden factors shaping graduate HPE advising success. 超越教师与学生的二元关系:剖析影响毕业生HPE咨询成功的隐藏因素。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-10 DOI: 10.1080/0142159X.2025.2610405
Holly S Meyer, Anita Samuel, Lauren A Maggio, Jennifer Cleland, Anthony R Artino, Emily Scarlett, Paolo C Martin

Introduction: Advising is essential for student success in graduate health professions education (HPE). Advising does not happen in a vacuum, yet most research focuses narrowly on advisor-advisee relationships. To address this gap, this study examines how institutional structures, policies, and programmatic dynamics influence the effectiveness of advising in graduate HPE.

Methods: We conducted semi-structured interviews with 15 HPE program leaders across six WHO regions. Using framework analysis guided by Activity Theory and the concept of knotworking, we analyzed how institutional systems shape advising practices.

Results: Five institutional factors were identified: (1) strategic advisor recruitment, (2) supportive advising cultures, (3) bureaucratic and resource constraints, (4) advisor training and evaluation, and (5) recognition and support for advisors. Leaders described advising as an adaptive, cross-system process shaped by institutional complexity and evolving student needs.

Discussion: Advising in graduate HPE operates beyond dyadic relationships. It is embedded within institutional activity systems and requires ongoing negotiation across structural boundaries. Programs must adopt systemic strategies, such as faculty development, workload alignment, and policy reform, to support effective advising networks.

介绍:建议是必不可少的学生成功的研究生卫生专业教育(HPE)。咨询不是凭空产生的,但大多数研究都只关注顾问与被顾问之间的关系。为了解决这一差距,本研究考察了制度结构、政策和规划动态如何影响研究生HPE咨询的有效性。方法:我们对世卫组织六个区域的15名HPE项目负责人进行了半结构化访谈。采用以活动理论和网络概念为指导的框架分析,我们分析了制度系统如何影响咨询实践。结果:确定了五个制度因素:(1)战略顾问招聘;(2)支持性咨询文化;(3)官僚主义和资源约束;(4)顾问培训和评估;(5)对顾问的认可和支持。领导们将咨询描述为一种适应性的、跨系统的过程,这种过程是由机构的复杂性和不断变化的学生需求形成的。讨论:HPE毕业生的咨询工作超越了二元关系。它嵌入在机构活动系统中,需要跨越结构边界进行持续的谈判。项目必须采用系统的策略,如教师发展、工作量调整和政策改革,以支持有效的咨询网络。
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引用次数: 0
AI assisted, mentor-guided narrative review writing task for medical students, a novel educational strategy to enhance research and academic writing. 人工智能辅助、导师指导的医学生叙事评论写作任务,是一种提高研究和学术写作的新型教育策略。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-10 DOI: 10.1080/0142159X.2025.2604240
Zienab Alrefaie, Awdah Alhazimi, Amer Almarabheh, Taif Madkhali, Ayman Elsamanoudy

Introduction: The integration of artificial intelligence (AI) tools into medical education presents new opportunities for enhancing students' research skills and scientific writing. However, concerns remain about the potential for cognitive disengagement and the ethical use of AI when lacking appropriate educational supervision. This study aimed to evaluate a novel educational strategy combining structured AI assistance with mentor guidance to support narrative review writing among third-year medical students.

Methods: A structured framework was implemented during the endocrine module, involving AI-assisted objective formulation, mentor-guided objective refinement, literature search and summarization, review drafting followed by AI-assisted rephrasing. Students worked in groups, each supervised by a trained mentor. A validated questionnaire assessed student perceptions across four domains: framework and guidelines, AI-generated objectives, skills developed and mentor role, and overall satisfaction. Descriptive statistics were performed and chi-square tests evaluated associations between perceptions and AI tool usage (ChatGPT vs. DeepSeek).

Results: Eighty-seven students completed the survey. Perceived improvement in research readiness was observed; confidence in literature searching rose from 29.8% to 69%, while 75.8% reported increased familiarity with PubMed/Google Scholar. Most students (80.5%) expressed satisfaction with the AI mentor hybrid approach, and 82.8% agreed it prepared them for future research. There were no significant differences in perceived outcomes between AI tools used. Mentor involvement was deemed essential by 69% of students, and a minority believed AI alone could replicate the same outcomes. Common challenges included limited access to articles and peer collaboration difficulties, while key learning outcomes included improved summarization and ethical AI use.

Discussion: This study supports the integration of AI tools within a structured, mentor-guided educational framework to enhance critical evaluation and scientific writing in medical education. Human oversight and mentorship drive skill development and minimize the risk of unmoderated AI use in academic settings.

导读:人工智能(AI)工具与医学教育的整合为提高学生的研究技能和科学写作提供了新的机会。然而,人们仍然担心,在缺乏适当的教育监督的情况下,人工智能的认知脱离和道德使用的可能性。本研究旨在评估一种将结构化人工智能辅助与导师指导相结合的新型教育策略,以支持三年级医学生的叙事评论写作。方法:在内分泌模块中实施结构化框架,包括人工智能辅助的目标制定、导师指导的目标细化、文献检索和总结、综述起草和人工智能辅助的改写。学生们分组学习,每组由一名训练有素的导师指导。一份经过验证的问卷评估了学生对四个领域的看法:框架和指导方针、人工智能生成的目标、技能发展和导师角色,以及总体满意度。进行描述性统计,卡方检验评估感知与人工智能工具使用之间的关联(ChatGPT vs. DeepSeek)。结果:87名学生完成调查。观察到研究准备程度的感知改善;对文献检索的信心从29.8%上升到69%,而75.8%的人表示对PubMed/谷歌Scholar的熟悉程度有所提高。大多数学生(80.5%)对人工智能导师混合方法表示满意,82.8%的学生认为这为他们未来的研究做好了准备。在使用的人工智能工具之间,感知结果没有显著差异。69%的学生认为导师的参与至关重要,少数人认为人工智能可以复制同样的结果。常见的挑战包括文章获取受限和同行协作困难,而关键的学习成果包括改进总结和道德人工智能的使用。讨论:本研究支持将人工智能工具整合到结构化的、导师指导的教育框架中,以加强医学教育中的批判性评估和科学写作。人类的监督和指导推动了技能的发展,并最大限度地降低了在学术环境中过度使用人工智能的风险。
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引用次数: 0
Building resilient health professions education in fragile contexts: AMEE guide No. 182. 在脆弱环境中建立有复原力的卫生专业教育:AMEE第182号指南。
IF 3.3 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-10 DOI: 10.1080/0142159X.2025.2606070
Mohamed Hassan Taha, Majed Wadi, Abdelrahim Mutwakel Gaffar, Esra Abdallah Abdalwahed Mahgoub, Ghaith Alfakhry, David Taylor, Mohamed Elhassan Abdalla

Health Professions Education (HPE) cannot rely on assumptions of stability. Fragile contexts - wars, disasters, political upheaval, and systemic weakness - disrupt teaching and learning, assessment, accreditation, and the well-being of learners and faculty. This AMEE Guide provides a framework for building resilient HPE that survive crises and use them as opportunities for reform. The Guide identifies three types of fragility and explores their impact on institutions, human capital, clinical training, and social accountability. To boost resilience, the guide recommended adaptive strategies that include creating crisis management committees, implementing modular and competency-based curricula, allowing credit transfers for displaced learners, and incorporating tailored training programs. For curriculum delivery innovations range from hybrid and low-tech methods to peer-assisted approaches, diaspora involvement, and community-based services. A practical model for fair and feasible assessment in disrupted environments is suggested, with a focus on outcomes, flexibility, and cross-border recognition for rethinking accreditation and quality assurance. Systems thinking underpins the Guide, highlighting how destructive cycles such as brain drain can erode capacity, while virtuous cycles - driven by technology adoption, partnerships, and community integration - can foster recovery and growth. The guide also calls on educators, institutional leaders, and policymakers to move from reactive responses to proactive preparedness.

卫生专业教育(HPE)不能依赖于稳定性的假设。脆弱的环境——战争、灾难、政治动荡和系统弱点——扰乱了教与学、评估、认证以及学习者和教师的福祉。本《AMEE指南》提供了一个框架,用于建设有韧性的高绩效企业,使其在危机中幸存下来,并将危机作为改革的机会。《指南》确定了三类脆弱性,并探讨了它们对制度、人力资本、临床培训和社会问责制的影响。为增强韧性,该指南建议采取适应性战略,包括建立危机管理委员会、实施模块化和基于能力的课程、允许流离失所学习者的学分转移,以及纳入量身定制的培训计划。在课程交付方面,创新包括从混合和低技术方法到同伴辅助方法、侨民参与和社区服务。提出了一个在混乱环境中进行公平和可行评估的实用模型,重点关注结果、灵活性和跨境认可,以重新思考认证和质量保证。《指南》以系统思维为基础,强调了人才流失等破坏性循环如何侵蚀能力,而由技术采用、伙伴关系和社区融合推动的良性循环能够促进复苏和增长。该指南还呼吁教育工作者、机构领导人和政策制定者从被动应对转向主动防范。
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Medical Teacher
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