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Delineating the Potential Role of Artificial Intelligence (AI) in Stimulating and Improving Students' and Teachers' Self-Efficacy in Clinical Education. 描述人工智能在激发和提高临床教育学生和教师自我效能感中的潜在作用。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-11-17 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02572-9
Auwal Abdullahi

Artificial intelligence (AI) imitates human intelligence using computer systems to carry out tasks traditionally done by humans. Self-efficacy refers to the individual's confidence in carrying out tasks or achieving set goals. Clinical education refers to the process of learning and teaching in the area of diagnosis, prevention and treatment of diseases. In clinical education, various AI tools are used for teaching and learning, and are said to help improve self-efficacy. This article delineated how the use of AI in clinical education potentially stimulates Bandura's sources of self-efficacy, mastery experience, vicarious experience, verbal or social persuasion and physiological and affective states to enhance learning and teaching experiences.

人工智能(AI)模仿人类的智能,使用计算机系统来执行传统上由人类完成的任务。自我效能感是指个体在执行任务或实现既定目标时的信心。临床教育是指在疾病的诊断、预防和治疗领域进行学习和教学的过程。在临床教育中,各种人工智能工具被用于教学和学习,据说有助于提高自我效能。本文描述了在临床教育中使用人工智能如何潜在地刺激Bandura的自我效能感来源、掌握体验、替代体验、口头或社会说服以及生理和情感状态,以增强学习和教学体验。
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引用次数: 0
A Qualitative Analysis of Letters to Successors to Evaluate Medical Students' Experience of a Mandatory Research Project. 评医学生强制性研究项目经验之致继任者信之定性分析。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-11-13 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02516-3
Declan Rosborough, Rajneesh Kaur, Joanne Hart

Background: Research capability is a key graduate outcome in medical education, yet student experiences of mandatory research components remain underexplored. This study investigated medical students' experiences of a compulsory research project within an Australian medical degree program, identifying enablers, barriers, and perceived outcomes.

Methods: A mixed-methods study was conducted using survey data from two student cohorts (2022 and 2023) following the completion of a 14-week research block. Quantitative data described participant characteristics, project types, and grades. Qualitative data, drawn from reflective "letters to successors", were thematically analysed using iterative coding and external validation.

Results: A total of 410 responses were analysed (74% response rate). Five core themes were identified: collaborative learning and support, skills and knowledge development, positive and negative project outcomes, autonomy, and professional skill development. Positive experiences were linked to project alignment with student interests and accessible supervision. Barriers included limited supervisor availability, social isolation, and time constraints. Many students valued the opportunity to develop research and transferable skills, with some reporting intentions to publish their work.

Discussion: Student satisfaction was influenced by interest, support, and project relevance. Autonomy and skill development emerged as key enablers, while isolation and supervisor inaccessibility were common barriers. These findings highlight the importance of structured support, protected time, and student-centred project selection in enhancing engagement and ensuring high-quality, equitable research education in medical programmes.

背景:研究能力是医学教育毕业生的关键成果,但学生的强制性研究组成部分的经验仍未充分探索。本研究调查了医科学生在澳大利亚医学学位课程中强制性研究项目的经历,确定了促成因素、障碍和感知结果。方法:在完成为期14周的研究后,使用来自两个学生队列(2022年和2023年)的调查数据进行了一项混合方法研究。定量数据描述了参与者的特征、项目类型和等级。定性数据,从反思性的“给继任者的信”中提取,使用迭代编码和外部验证进行主题分析。结果:共分析410份应答,应答率74%。确定了五个核心主题:协作学习和支持、技能和知识发展、积极和消极的项目成果、自主性和专业技能发展。积极的经验与项目与学生的兴趣和可访问的监督相关联。障碍包括主管有限、社会孤立和时间限制。许多学生重视发展研究和可转移技能的机会,有些学生打算发表他们的研究成果。讨论:学生满意度受兴趣、支持和项目相关性的影响。自主和技能发展成为关键的推动因素,而孤立和无法接近主管是常见的障碍。这些发现强调了结构化支持、受保护的时间和以学生为中心的项目选择在加强参与和确保医学项目高质量、公平的研究教育方面的重要性。
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引用次数: 0
A New Spin on Journal Club: Using Evidence-Based Arguments to Debate Research News. 杂志俱乐部的新动向:用基于证据的论据辩论研究新闻。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-11-08 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02531-4
Karie Turley, Terence R Mitchell, Bonnie Brenseke

Biomedical master's students participate in a debate-style journal club that challenges them to evaluate a health-related finding reported in the news. Assigned opposing views, students must defend their position using evidence from the scientific literature. This approach to journal club mirrors real-life situations and has been positively received by students.

生物医学硕士生参加一个辩论式的期刊俱乐部,挑战他们评估新闻中报道的与健康相关的发现。分配到反对意见时,学生必须用科学文献中的证据来捍卫自己的立场。这种方法反映了现实生活中的情况,受到了学生们的积极欢迎。
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引用次数: 0
Comparing AI and Human Analysis in Medical Education Qualitative Research: Insights from Evaluation of a Physician Flourishing Program. 比较医学教育定性研究中的人工智能和人类分析:来自医师成长计划评估的见解。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-10-24 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02530-5
Julia Silverman, Benjamin Weisman, Alice Fornari, Jennifer Groh

To explore whether artificial intelligence (AI) may be used to enhance qualitative research in medical education, transcripts were collected from focus groups of clinicians who had completed a six-month humanism-focused program. Findings suggest AI may expedite theme identification, serving as a valuable supplement for medical educators conducting qualitative studies.

Supplementary information: The online version contains supplementary material available at 10.1007/s40670-025-02530-5.

为了探索人工智能(AI)是否可以用于加强医学教育中的定性研究,我们收集了完成了为期六个月的以人道主义为重点的项目的临床医生焦点小组的成绩单。研究结果表明,人工智能可以加快主题识别,作为医学教育者进行定性研究的宝贵补充。补充资料:在线版本提供补充资料,网址为10.1007/s40670-025-02530-5。
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引用次数: 0
Performance of Lecture Versus Integrated Small-Group Radiology Teaching Modalities in the Gross Anatomy Laboratory. 大体解剖实验室讲课与综合小组放射学教学模式之比较。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-10-24 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02529-y
Emily Resisi, Aisling Mooney, Nathan E Thompson, Simone Hoffmann

Radiology plays a crucial role in diagnosing illness and is increasingly recognized for its significance in medical gross anatomy education. The optimal integration of radiology into the medical curriculum remains a topic of debate. This study explores the impact of radiology teaching modalities on exam performance of first-year medical students and assesses any associated effects on student satisfaction. We compare exam performance of 1851 students on 182 radiology-related questions at New York Institute of Technology College of Osteopathic Medicine New York and Arkansas sites between 2020 and 2023. In 2020 and 2021, radiology was delivered through pre-recorded lectures. In 2022 and 2023, radiology was integrated into the gross anatomy laboratory and presented in interactive small-group sessions alongside the dissection. For each exam question, the percentage of students who provided the correct answer was noted and site-specific as well as combined standardized averages were calculated. We then compared question performance between radiology teaching modalities, including a subset of questions that were repeated under both modalities. We did not find significant differences in radiology question performance between radiology teaching modalities. However, student satisfaction was significantly higher when radiology was integrated into the laboratory compared to when it was delivered via pre-recorded lectures. While there was no noteworthy influence on students' exam results, the small-group sessions were perceived as more beneficial for understanding radiology compared to the lecture-based videos. Maintaining high student satisfaction may influence long-term rather than short-term retention and enhance students' confidence in comprehension of the material.

Supplementary information: The online version contains supplementary material available at 10.1007/s40670-025-02529-y.

放射学在疾病诊断中起着至关重要的作用,在医学大体解剖学教育中的重要性日益得到认可。放射学与医学课程的最佳整合仍然是一个有争议的话题。本研究旨在探讨放射学教学模式对医学生考试成绩的影响,并评估其对学生满意度的相关影响。我们比较了1851名学生在2020年至2023年期间在纽约理工学院骨科医学院纽约和阿肯色州的182个放射学相关问题上的考试成绩。在2020年和2021年,放射学通过预先录制的讲座进行授课。在2022年和2023年,放射学被整合到大体解剖实验室,并在解剖的同时进行互动小组会议。对于每个考试问题,提供正确答案的学生的百分比被记录下来,并计算出特定地点的综合标准化平均值。然后,我们比较了放射学教学模式之间的问题表现,包括在两种模式下重复的问题子集。我们没有发现放射学教学模式在放射学问题表现上的显著差异。然而,与通过预先录制的讲座授课相比,将放射学整合到实验室的学生满意度要高得多。虽然对学生的考试成绩没有显著的影响,但与以讲座为基础的视频相比,小组会议被认为对理解放射学更有益。保持较高的学生满意度可以影响长期记忆而不是短期记忆,增强学生对材料理解的信心。补充资料:在线版本提供补充资料,网址为10.1007/s40670-025-02529-y。
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引用次数: 0
Future Medical Doctors Are Not Learning About Overweight and Obesity in Children: Curriculum Analysis at Five Australian Medical Schools. 未来的医生不了解儿童超重和肥胖:澳大利亚五所医学院的课程分析。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-10-23 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02527-0
Emma Schwartzkoff, Terri Pikora, Hannah Garven, Michelle Gooey, Conor Gilligan, Jennifer Lindley, Nicola Kerr, Lillian Smyth, Gordana Popovic, Gina Arena, Linda Ferrington

This short communication evaluates the inclusion of content about overweight and obesity in children within the curricula of five Australian medical schools. Despite the rising prevalence of overweight and obesity in children and its significant health impacts, the analysis reveals substantial gaps in the coverage of obesity-related topics, particularly those focused on children. The findings highlight the need for a more consistent and structured approach to obesity education in medical training. Enhancing curricula to include comprehensive obesity education, especially related to childhood, is crucial for preparing future doctors to address this growing public health issue effectively and sensitively.

Supplementary information: The online version contains supplementary material available at 10.1007/s40670-025-02527-0.

这份简短的来文评估了澳大利亚五所医学院课程中关于儿童超重和肥胖的内容。尽管儿童中超重和肥胖的流行率不断上升,并对健康产生重大影响,但分析显示,与肥胖有关的主题,特别是以儿童为重点的主题的报道存在重大差距。研究结果强调了在医学培训中需要一个更加一致和有组织的方法来进行肥胖教育。加强课程,包括全面的肥胖教育,特别是与儿童有关的教育,对于培养未来的医生有效和敏感地解决这一日益严重的公共卫生问题至关重要。补充资料:在线版本提供补充资料,网址为10.1007/s40670-025-02527-0。
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引用次数: 0
The Evaluation of a Self-Care Elective on Perceptions and Measures of Well-Being Among Pre-Clinical Medical Students: A Prospective Study. 临床前医科学生自我护理选修课对幸福感感知和测量的评价:一项前瞻性研究。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-10-16 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02507-4
Promise Ufomadu, Nicole Nyamongo, Chika Orioha, Peter Boedeker, Abdul Hafeez Diwan

Medical students face high burnout rates and struggle with difficult interpersonal encounters. Addressing this, an eight-week wellness elective was piloted. This prospective study (n = 34/45) evaluated its impact on wellness perceptions and behaviors using Kirkpatrick's framework (levels 1-3) via pre-, post-, and one-month follow-up surveys. Completion rates were 76%, 38%, and 13%. All objectives improved significantly, after accounting for attrition rates (F = 13.32, p < 0.001). Wellness practices expanded from home-only to classroom (79%), social (71%), and clinical (21%) settings, with skills retained at follow-up. The elective enhanced stress management, suggesting early wellness education may protect against burnout.

Supplementary information: The online version contains supplementary material available at 10.1007/s40670-025-02507-4.

医学生面临着高倦怠率和艰难的人际交往。为了解决这个问题,试点了一项为期八周的健康选修课。本前瞻性研究(n = 34/45)通过前、后和一个月的随访调查,使用Kirkpatrick的框架(水平1-3)评估其对健康感知和行为的影响。完成率分别为76%、38%和13%。在考虑损耗率(F = 13.32, p)后,所有目标都有显著改善。补充信息:在线版本包含补充材料,可在10.1007/s40670-025-02507-4获得。
{"title":"The Evaluation of a Self-Care Elective on Perceptions and Measures of Well-Being Among Pre-Clinical Medical Students: A Prospective Study.","authors":"Promise Ufomadu, Nicole Nyamongo, Chika Orioha, Peter Boedeker, Abdul Hafeez Diwan","doi":"10.1007/s40670-025-02507-4","DOIUrl":"10.1007/s40670-025-02507-4","url":null,"abstract":"<p><p>Medical students face high burnout rates and struggle with difficult interpersonal encounters. Addressing this, an eight-week wellness elective was piloted. This prospective study (n = 34/45) evaluated its impact on wellness perceptions and behaviors using Kirkpatrick's framework (levels 1-3) via pre-, post-, and one-month follow-up surveys. Completion rates were 76%, 38%, and 13%. All objectives improved significantly, after accounting for attrition rates (F = 13.32, p < 0.001). Wellness practices expanded from home-only to classroom (79%), social (71%), and clinical (21%) settings, with skills retained at follow-up. The elective enhanced stress management, suggesting early wellness education may protect against burnout.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40670-025-02507-4.</p>","PeriodicalId":37113,"journal":{"name":"Medical Science Educator","volume":"35 6","pages":"2779-2782"},"PeriodicalIF":1.8,"publicationDate":"2025-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12961055/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147379126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cognitive, Emotional, and Psychomotor Effects of Ceramic Art on Medical Students: An Evaluation Through Focus Group Interviews. 陶艺对医学生认知、情绪及精神运动的影响:透过焦点小组访谈的评估。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-10-14 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02534-1
Sabriye Ercan, Serap Ünal

Introduction: This study aims to examine the effects of ceramic workshops in medical education on students' psychological well-being, clinical skill development, and social interactions using a mixed-methods approach.

Materials and methods: The experiences of medical students participating in ceramic workshops were analyzed using the SETh Short Interactive Course Evaluation Scale, reflection reports, and semi-structured interviews.

Results: The data revealed that ceramic activities served not only as skill-building exercises but also as a "therapeutic refuge," reducing stress and promoting mental rejuvenation. Participants reported emotional relief and improved focus, particularly during intense academic periods. A notable finding was the contribution of ceramics to fine motor skill development. Students noted that mastering challenging techniques, such as the "ox-head technique," required patience and hand-eye coordination akin to surgical skills, suggesting potential transferability between artistic and clinical practices. Additionally, the informal workshop environment strengthened interactions between students and instructors, reducing hierarchical barriers in medical education.

Discussion: This study highlights the multifaceted benefits of integrating artistic activities like ceramics into medical education. Beyond supporting psychological well-being, ceramics enhance clinical skills and foster stronger social connections. Such programs, particularly in elective formats, are recommended for curriculum inclusion. Future research should evaluate long-term outcomes and compare the effects of different art disciplines.

Supplementary information: The online version contains supplementary material available at 10.1007/s40670-025-02534-1.

前言:本研究旨在探讨陶瓷工作坊在医学教育中对学生心理健康、临床技能发展和社会交往的影响。材料与方法:采用SETh短期互动课程评估量表、反思报告和半结构化访谈分析医学生参加陶瓷工作坊的经验。结果:数据显示,陶瓷活动不仅可以作为技能培养练习,还可以作为“治疗避难所”,减轻压力,促进精神焕发。参与者表示情绪得到缓解,注意力得到提高,尤其是在紧张的学习期间。一个值得注意的发现是陶瓷对精细运动技能发展的贡献。学生们指出,掌握具有挑战性的技术,如“牛头技术”,需要耐心和手眼协调,类似于外科手术技能,这表明艺术和临床实践之间可能存在转移。此外,非正式的讲习班环境加强了学生和教师之间的互动,减少了医学教育中的等级障碍。讨论:这项研究强调了将陶瓷等艺术活动融入医学教育的多方面好处。除了支持心理健康,陶瓷还能提高临床技能,促进更强的社会联系。这类课程,特别是选修课,被推荐纳入课程。未来的研究应该评估长期结果,并比较不同艺术学科的效果。补充资料:在线版本提供补充资料,网址为10.1007/s40670-025-02534-1。
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引用次数: 0
Response to: "Learning Outputs for Peer Teachers in Undergraduate Medical Education". 对“本科医学教育中同伴教师的学习成果”的回应。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-10-14 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02532-3
Salman Yaqub, Adnan Yaqub
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引用次数: 0
Factors Associated with Higher NBME Practice and Shelf Exam Scores in the Internal Medicine Clerkship. 内科见习医师NBME实务与货架考试成绩之相关因素。
IF 1.8 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-10-10 eCollection Date: 2025-12-01 DOI: 10.1007/s40670-025-02519-0
Jessica Newman, Michael Rouse, Ashley DeBauge, Lauren Clark, Jennifer Fink

Introduction: National Board of Medical Examiners subject examination success is a priority for medical students. Many clerkships integrate subject examination scores into final clerkship grades, which may influence honors. Investigation of both student- and clerkship-related factors which may affect examination scores is essential to clerkship directors' coaching for study.

Materials and methods: This was a single-center, cohort, correlational study conducted on the main campus at a large university-based teaching hospital, which enrolled 126 students in the Internal Medicine Clerkship during the studied year. The primary outcomes of interest were factors on the mid- and end-of-clerkship surveys associated with practice and final subject examination scores.

Results: The authors screened potential predictor variables using univariate regression analyses and retained variables associated with NBME-SE score at 0.10 level. Seven variables met the 0.10 threshold. For every 1 standard deviation increase in UWorld questions completed (SD = 583.9; average 412 questions) by mid-clerkship, NBME-SE exam scores increased by 1.51 points (95%CI 0.22, 2.80). For every 1 standard deviation increase in UWorld (SD = 319.9; average 877 questions) completed by the end-of-clerkship, the NBME-SE exam score rose by 1.30 points (95%CI 0.01, 2.59).

Discussion: The most notable finding was the usage of UWorld question bank, which resulted in an increase of 6.69 points on the subject examination score. Additionally, students who completed more questions had higher scores, both at the mid and end of clerkship. This suggested we could council clerkship students that the order of their rotations, attendings, self-evaluations, and methods of study were unlikely to affect performance, though routine use of a student-related factor (a question bank) was likely to improve their subject examination score. Given ongoing use of clerkship subject examination tests is anticipated, additional research on factors that may increase student scores is critical.

简介:国家医学检验委员会学科考试的成功是医学生的首要任务。许多实习将科目考试成绩纳入实习的最终成绩,这可能会影响到学生的荣誉。研究影响考试成绩的学生因素和与办事员有关的因素对办事员的学习指导至关重要。材料和方法:这是一项单中心、队列、相关研究,在一所大型大学教学医院的主校区进行,在研究年度招募了126名内科实习学生。感兴趣的主要结果是与实习和期末科目考试成绩相关的中期和期末调查中的因素。结果:作者使用单变量回归分析筛选潜在的预测变量,并将与NBME-SE评分相关的变量保留在0.10水平。有7个变量达到0.10的阈值。中层职员每增加1个标准差完成的UWorld问题(SD = 583.9;平均412个问题),NBME-SE考试分数增加1.51分(95%CI 0.22, 2.80)。工作结束时,UWorld每增加1个标准差(SD = 319.9,平均877题),NBME-SE考试分数上升1.30分(95%CI 0.01, 2.59)。讨论:最值得注意的发现是UWorld题库的使用,这使得科目考试成绩提高了6.69分。此外,完成更多问题的学生在实习中期和结束时得分都更高。这表明,我们可以向见习学生建议,他们的轮转顺序、主治医师、自我评估和学习方法不太可能影响他们的表现,尽管常规使用与学生相关的因素(题库)可能会提高他们的学科考试成绩。鉴于预计将继续使用办事员科目考试,对可能提高学生成绩的因素进行进一步研究至关重要。
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引用次数: 0
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Medical Science Educator
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