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University Students' Innovative Thinking Training Based on Grounded Theory: An In-Depth Analysis of Teaching Methods and Practices. 基于扎根理论的大学生创新思维训练:教学方法与实践的深入分析
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-16 eCollection Date: 2026-01-01 DOI: 10.1177/23821205251396169
Yuan He, Lang Sun, Guojun Wu, Lili Wang, Yurong Tan

Objective: This study analyzed the current status of cultivating innovative thinking among university students.

Methods: Grounded theory was used with interviews and questionnaires for data collection, coding, and theory building.

Results: Only 35% of students expressed satisfaction with current teaching methods for innovative thinking, while 72% associated innovation with novel ideas. Low satisfaction stemmed from lecture-based methods, outdated content, and lack of practical connections. Participation in innovation activities was low. Grounded theory identified "Diversified Teaching Methods" as the core category, linked to nine others. Methods such as Problem-Based Learning, Project-Based Learning, and Group Collaborative Learning were effective, supported by data and student feedback on enhanced thinking and problem-solving skills.

Conclusion: "Diversified Teaching Methods" is the core category. Findings will be applied to broader contexts to explore effective cultivation modes across universities and majors.

目的:分析大学生创新思维培养的现状。方法:采用扎根理论,通过访谈和问卷调查进行数据收集、编码和理论构建。结果:只有35%的学生对目前创新思维的教学方法表示满意,而72%的学生将创新与新颖的想法联系起来。满意度低的原因主要是授课方式、内容陈旧、缺乏实践联系。创新活动的参与度较低。扎根理论将“多样化教学方法”确定为核心类别,并与其他九个类别相关联。基于问题的学习、基于项目的学习和小组协作学习等方法是有效的,这些方法得到了数据和学生反馈的支持,增强了思考和解决问题的能力。结论:“多样化教学方法”是核心范畴。研究结果将应用于更广泛的背景下,探索跨大学、跨专业的有效培养模式。
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引用次数: 0
The Relationship Between Psychosocial Development and Burnout Among Medical Students in Jeddah, Saudi Arabia. 沙特阿拉伯吉达医科学生心理社会发展与职业倦怠的关系
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-14 eCollection Date: 2026-01-01 DOI: 10.1177/23821205251414782
Taif Alkhatabi, Norah Alkahtani, Sultanah AlBoraie, Rahaf Sherbini, Amal Albaqami, Manar Alqahtani, Rania Zahid

Background: Burnout is prevalent among medical students due to the demanding, academically and emotionally intensive nature of medical education. It is a psychological condition arising from persistent work-related stress and personal factors. According to Erikson's model, social interactions, and relationships are vital for psychosocial growth. This study aimed to examine the relationship between psychosocial development and burnout among male and female medical students across different academic phases.

Methods: A cross-sectional analytical study was conducted at King Saud bin Abdulaziz University for Health Sciences in Jeddah from May to September 2022. Participants completed electronic surveys containing demographic data, the adapted student version of the Oldenburg Burnout Inventory to measure burnout, and the Psychosocial Inventory of Ego Strength - Short Form to assess psychosocial development. Pearson's correlation was used to examine the relationship between burnout and psychosocial development, and a one-way analysis of variance was used to compare differences across academic phases. A significance level of P < 0.05 with a 95% confidence interval was applied.

Results: The study included 315 students with a mean age of 20.33 years; 52.1% were in phase one. Female students (M = 43.50) reported significantly higher burnout levels than males (M = 40.58) (P < 0.001). No significant differences in burnout were found across phases. Male students scored higher in psychosocial development (M = 109.38) than females (M = 104.86) (P = 0.011). Psychosocial development was highest in phase three students (M = 110.14) compared to phase one (M = 104.91) and phase two (M = 108.97) (P = 0.036).

Conclusion: Psychosocial development is inversely related to burnout among medical students. Female students showed higher burnout, whereas male students and phase three students demonstrated higher psychosocial development. These findings highlight the importance of integrating emotional intelligence and psychosocial development training into medical curricula to support student well-being and reduce burnout risk.

背景:由于医学教育要求高、学业和情感密集,医学生普遍存在职业倦怠。这是一种由持续的工作压力和个人因素引起的心理状况。根据埃里克森的模型,社会互动和人际关系对心理社会成长至关重要。本研究旨在探讨医学生心理社会发展与职业倦怠的关系。方法:于2022年5月至9月在吉达沙特国王本阿卜杜勒阿齐兹健康科学大学进行横断面分析研究。参与者完成了包含人口统计数据的电子调查,用于测量倦怠的奥尔登堡倦怠量表的改编学生版本,以及用于评估心理社会发展的自我力量心理社会量表。使用Pearson相关检验倦怠与心理社会发展之间的关系,并使用单向方差分析比较不同学术阶段的差异。结果:共纳入315名学生,平均年龄20.33岁;52.1%为一期。女学生(M = 43.50)的倦怠水平显著高于男学生(M = 40.58) (P结论:心理社会发展与医学生的倦怠水平呈负相关。女生表现出较高的倦怠感,而男生和第三阶段学生表现出较高的心理社会发展水平。这些发现强调了将情绪智力和心理社会发展培训纳入医学课程的重要性,以支持学生的福祉并减少倦怠风险。
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引用次数: 0
An Effective Team: Active Learning Also Needs the Sage on a Stage. 一个有效的团队:主动学习也需要舞台上的智者。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-14 eCollection Date: 2026-01-01 DOI: 10.1177/23821205251408671
Michael Bordonaro

As a faculty member at a medical school, I have had experience with a variety of different teaching methods. Lecturing, sometimes ridiculed as "sage on a stage," has been to some extent replaced by active learning approaches, including in medical science education. However, some academics have defended the lecture format, and if one accepts the importance of diversity of thought and opinion in academia then this should also include diversity of teaching methods and of learning experiences. Thus, academic freedom should include content delivery and not only of the content itself. Briefly examining arguments made in one prominent defense of the lecture approach, and based on my own practical experience, I believe that the "sage on a stage" should be included as a component of the educational toolkit, as an important contributor, along with active learning approaches, to an effective educational team. I also note that students have a responsibility in making the best use of any educational approach, including lecture.

作为一名医学院的教员,我对各种不同的教学方法都有经验。讲课,有时被嘲笑为“舞台上的圣人”,在某种程度上已经被积极的学习方法所取代,包括在医学教育中。然而,一些学者为讲座形式辩护,如果一个人接受学术界思想和观点多样性的重要性,那么这也应该包括教学方法和学习经验的多样性。因此,学术自由应该包括内容的传递,而不仅仅是内容本身。根据我自己的实践经验,我简要地考察了一篇为讲座方法辩护的著名文章中提出的论点,我认为“舞台上的圣人”应该作为教育工具包的一个组成部分,作为一个重要的贡献者,与积极的学习方法一起,组成一个有效的教育团队。我还指出,学生有责任充分利用任何教育方法,包括讲课。
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引用次数: 0
Skin Tone Representation of Early Lyme Disease in Medical Education Resources: Gaps and Implications for Equity. 医学教育资源中早期莱姆病的肤色表征:差距和对公平性的影响。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-14 eCollection Date: 2026-01-01 DOI: 10.1177/23821205251407778
Nathaniel Baffoe-Mensah, Jules B Lipoff, Christine M Forke

Background: Cutaneous Lyme disease presents differently in light versus dark skin, and delayed diagnosis can increase outcome severity. Insufficient exposure to manifestations of Lyme disease in dark skin during medical training may contribute to health inequities due to late or missed diagnoses. It remains unclear how Lyme disease, specifically, is represented in commonly used medical training materials. To inform curricula updates, we identified primary educational resources used for teaching dermatology at top-tier U.S. medical schools and assessed the representation of erythema migrans on light and dark skin in these materials.

Methods: In this cross-sectional content analysis, commonly used training resources for 50 top U.S. medical schools were identified by reviewing websites and syllabi and contacting schools when information was unavailable. Resource images were categorized as "light-skinned" or "dark-skinned" using the Fitzpatrick scale (I-III vs IV-VI). Proportions and counts of light-skinned and dark-skinned images were compared to U.S. demographics, resource format (print-/web-based), and age of publication (pre-/post-2020).

Results: Sixteen resources, containing 47 erythema migrans images, were identified. Two of 16 (12.5%) resources included dark-skinned images; both were web-based resources. None of the print resources or those published before 2020 included dark-skinned images. The proportions of light-skinned (n = 44, 93.6%) and dark-skinned (n = 3, 6.4%) images were significantly different from U.S. demographics (p = .03).

Conclusions: Among commonly used medical student resources, few contain images of erythema migrans on dark skin; these were only found in web-based resources published since 2020. This differential representation has the potential to contribute to inequitable diagnosis and treatment across racial groups.

背景:皮肤莱姆病在浅色皮肤和深色皮肤中的表现不同,延迟诊断会增加结果的严重程度。在医疗培训期间,对莱姆病深色皮肤表现的接触不足,可能会因诊断晚或漏诊而导致卫生不公平。目前尚不清楚莱姆病是如何在常用的医学培训材料中具体表现出来的。为了更新课程,我们确定了美国顶级医学院用于教授皮肤病学的主要教育资源,并评估了这些材料中浅色和深色皮肤红斑迁移的代表性。方法:在横断面内容分析中,通过查阅网站和教学大纲,并在信息不可用时联系学校,确定了50所美国顶尖医学院常用的培训资源。使用菲茨帕特里克等级(I-III vs IV-VI)将资源图像分类为“浅肤色”或“深肤色”。将浅色皮肤和深色皮肤图像的比例和数量与美国人口统计、资源格式(印刷/基于网络)和出版年龄(2020年前/ 2020年后)进行比较。结果:鉴定出16个资源,包含47张移行性红斑图像。16个资源中的2个(12.5%)包含深色皮肤的图像;两者都是基于网络的资源。2020年之前出版的所有印刷品资源都不包括深色皮肤的图像。浅肤色(n = 44, 93.6%)和深肤色(n = 3, 6.4%)图像的比例与美国人口统计学有显著差异(p = 0.03)。结论:在常用医学生资源中,很少有深色皮肤的移行性红斑图像;这些仅在自2020年以来发布的基于网络的资源中找到。这种不同的代表性有可能导致种族群体之间的不公平诊断和治疗。
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引用次数: 0
An Innovative Approach to Assess Medical Student Perceived Compassionate Communication Skills Before and After High Acuity Simulation Cases. 一种创新的方法来评估医学生在高敏度模拟病例前后感知到的同情沟通技巧。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-13 eCollection Date: 2026-01-01 DOI: 10.1177/23821205251408652
Rachna Subramony, Sophia Aguirre, Grace Furnari, Sandeep Segar, Frances Rudolf

Objective: It can be difficult to translate learned compassionate communication skills in a patient encounter while also managing a high acuity patient. We created a novel curriculum that assesses compassionate communication during challenging high acuity medical simulations for medical students.

Methods: This study was conducted in March 2025 at a large academic medical center during the 4-week Residency Transition Course for all 4th-year medical students (n = 120). Participants completed the Sinclair Compassion Questionnaire-Healthcare Professional Ability Self-Assessment (SCQ-HCPASA) prior to simulation and the Sinclair Compassion Questionnaire-Trainee Self-Assessment (SCQ-TSA) immediately after participation. Each student engaged in 5 high-fidelity simulations combining acute medical management with communication challenges involving standardized patients and family members. Data was analyzed descriptively to compare pre- and post-simulation self-perceptions of compassionate communication.

Results: Across all 15 SCQ domains, post-simulation self-assessments demonstrated a mean 18.5-percentage-point decrease in students rating themselves as "often" or "always" able to demonstrate compassionate communication. During debriefs, students shared that their prior education in compassionate communication was limited and primarily classroom-based. They felt confident in their abilities when surveyed initially, however when required to use these skills in real-time while also managing critically ill patients, they found the experience challenging. Students expressed a strong desire for more opportunities to practice compassionate communication in a high-pressure environment, as they found it significantly more challenging than anticipated.

Conclusion: Embedding compassion training within high-acuity simulation identified unrecognized gaps in students' self-perceived communication abilities. Findings support integrating longitudinal, high-fidelity compassionate communication training earlier in the medical curriculum to better prepare learners for emotionally and cognitively demanding clinical encounters.

目的:它可以很难翻译学习富有同情心的沟通技巧,在病人的遭遇,同时也管理一个高敏度的病人。我们创建了一个新颖的课程,评估富有同情心的沟通在具有挑战性的高敏锐度医学模拟医学生。方法:本研究于2025年3月在一家大型学术医疗中心对所有四年级医学生进行为期4周的住院医师过渡课程(n = 120)。参与者在模拟前完成辛克莱同情问卷-医疗保健专业能力自评(SCQ-HCPASA),在模拟结束后立即完成辛克莱同情问卷-学员自评(SCQ-TSA)。每个学生参与5个高保真模拟,将急性医疗管理与标准化患者和家属的沟通挑战结合起来。对数据进行描述性分析,比较模拟前和模拟后同情沟通的自我感知。结果:在所有15个SCQ领域中,模拟后的自我评估表明,学生将自己评为“经常”或“总是”能够表现出富有同情心的沟通,平均下降了18.5个百分点。在汇报过程中,学生们分享了他们之前在富有同情心的沟通方面的教育是有限的,主要是基于课堂的。在最初的调查中,他们对自己的能力充满信心,然而,当被要求在管理危重病人的同时实时使用这些技能时,他们发现这种经历具有挑战性。学生们表达了强烈的愿望,希望有更多的机会在高压环境中练习富有同情心的沟通,因为他们发现这比预期的要具有挑战性得多。结论:在高敏锐度模拟中嵌入同情训练可以发现学生自我感知的沟通能力存在未被发现的差距。研究结果支持在医学课程中更早地整合纵向、高保真的同情沟通训练,以更好地为学习者在情感和认知上要求较高的临床遭遇做好准备。
{"title":"An Innovative Approach to Assess Medical Student Perceived Compassionate Communication Skills Before and After High Acuity Simulation Cases.","authors":"Rachna Subramony, Sophia Aguirre, Grace Furnari, Sandeep Segar, Frances Rudolf","doi":"10.1177/23821205251408652","DOIUrl":"10.1177/23821205251408652","url":null,"abstract":"<p><strong>Objective: </strong>It can be difficult to translate learned compassionate communication skills in a patient encounter while also managing a high acuity patient. We created a novel curriculum that assesses compassionate communication during challenging high acuity medical simulations for medical students.</p><p><strong>Methods: </strong>This study was conducted in March 2025 at a large academic medical center during the 4-week Residency Transition Course for all 4th-year medical students (<i>n</i> = 120). Participants completed the Sinclair Compassion Questionnaire-Healthcare Professional Ability Self-Assessment (SCQ-HCPASA) prior to simulation and the Sinclair Compassion Questionnaire-Trainee Self-Assessment (SCQ-TSA) immediately after participation. Each student engaged in 5 high-fidelity simulations combining acute medical management with communication challenges involving standardized patients and family members. Data was analyzed descriptively to compare pre- and post-simulation self-perceptions of compassionate communication.</p><p><strong>Results: </strong>Across all 15 SCQ domains, post-simulation self-assessments demonstrated a mean 18.5-percentage-point decrease in students rating themselves as \"often\" or \"always\" able to demonstrate compassionate communication. During debriefs, students shared that their prior education in compassionate communication was limited and primarily classroom-based. They felt confident in their abilities when surveyed initially, however when required to use these skills in real-time while also managing critically ill patients, they found the experience challenging. Students expressed a strong desire for more opportunities to practice compassionate communication in a high-pressure environment, as they found it significantly more challenging than anticipated.</p><p><strong>Conclusion: </strong>Embedding compassion training within high-acuity simulation identified unrecognized gaps in students' self-perceived communication abilities. Findings support integrating longitudinal, high-fidelity compassionate communication training earlier in the medical curriculum to better prepare learners for emotionally and cognitively demanding clinical encounters.</p>","PeriodicalId":45121,"journal":{"name":"Journal of Medical Education and Curricular Development","volume":"13 ","pages":"23821205251408652"},"PeriodicalIF":1.6,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800009/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145991355","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
Assessment of an Interactive Online Asynchronous Pediatric-Focused Toxicology Curriculum. 互动式线上非同步儿科毒理学课程评估。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-09 eCollection Date: 2026-01-01 DOI: 10.1177/23821205251411213
Roselyn Appenteng, Thuy Ngo, Lisa Yanek, Rebecca Bruccoleri

Background: In the United States, poisonings account for the highest number of preventable injury deaths and children disproportionately account for the largest number of poisoning exposures. There is limited exposure to toxicology education. We developed and evaluated an asynchronous case-based, interactive, online pediatric toxicology curriculum to augment foundational knowledge and enable pattern recognition in the diagnosis and management of pediatric toxic exposures.

Methods: We developed 12 cases based on cholinergic, anticholinergic, sympathomimetic, sedative-hypnotic, opioid, and serotonergic toxidromes using Rise 360 e-learning application. Participants were recruited from Accreditation Council for Graduate Medical Education-accredited pediatrics, internal medicine-pediatrics, and emergency medicine residencies and pediatric critical care and emergency medicine fellowship programs across the United States. They completed a precurriculum survey including baseline information on their training and prior educational exposure to toxicology as well as a pre- and post-curriculum self-assessment of their comfort level in the recognition, work-up, differential diagnosis, differentiation, and management of a toxic exposure. Participants also completed a 10-question pre- and posttest and provided qualitative feedback on the curriculum.

Results: Of the 238 participants who initially signed up for the course, 152 (64%) completed the pre-curriculum survey and test, and 52 (22%) completed the curriculum, which was available for 6 months. Across all participants, patient encounters were the most common exposure (197, 83%) and an online or web-based curriculum was the least common (11, 5%). Although participants did not have a significant difference in subgroup analysis and test results after completion of the study, collectively study participants demonstrated a significant improvement in comfort across all 5 domains which were assessed.

Conclusion: We developed and evaluated the first pediatric-focused interactive online case-based toxicology curriculum. Self-reported comfort measures on the recognition and management of pediatric toxic exposures improved across various specialties with this curriculum. The curriculum can augment program efforts in improving toxicology education.

背景:在美国,中毒在可预防伤害死亡中所占比例最高,儿童在中毒暴露中所占比例不成比例地最高。接受毒理学教育的机会有限。我们开发并评估了一个异步的、基于病例的、交互式的在线儿科毒理学课程,以增加基础知识,并在儿科有毒物质暴露的诊断和管理中实现模式识别。方法:采用Rise 360在线学习应用程序,对12例基于胆碱能、抗胆碱能、拟交感神经、镇静催眠、阿片类、血清素能等药物的病例进行研究。参与者来自美国研究生医学教育认证委员会认可的儿科、内科-儿科、急诊医学住院医师以及儿科重症监护和急诊医学奖学金项目。他们完成了一项课前调查,包括他们的培训和之前的毒理学教育的基线信息,以及课前和课后对他们在认识、检查、鉴别诊断、鉴别和有毒暴露管理方面的舒适程度的自我评估。参与者还完成了10个问题的前后测试,并对课程提供了定性反馈。结果:在最初报名参加课程的238名参与者中,152名(64%)完成了课程前的调查和测试,52名(22%)完成了为期6个月的课程。在所有参与者中,患者接触是最常见的接触(19783%),在线或基于网络的课程是最不常见的(11.5%)。虽然研究结束后,参与者在亚组分析和测试结果上没有显著差异,但总体而言,研究参与者在所有5个评估领域的舒适度都有显著改善。结论:我们开发并评估了第一个以儿科为中心的交互式在线案例毒理学课程。自我报告的舒适措施的认识和管理的儿童有毒物质暴露改善了跨各专业与本课程。该课程可以加强毒理学教育的项目努力。
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引用次数: 0
Introducing a Smartphone Tele-Objective Structured Clinical Examination to Support High-Stakes Competency Decisions: A Quasi-Experimental Study and Curricular Implications. 引入智能手机远程目标结构化临床检查,以支持高风险的能力决策:准实验研究和课程意义。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-06 eCollection Date: 2026-01-01 DOI: 10.1177/23821205251413401
Xiaozhi Wang, Junjie Du, Binlin Luo, Liling Chen, Huanhuan Chen, Surong Jiang, Wei Sun, Lei Zhou, Lars Konge, Hua Huang, Qiang Ding

Background: High-stakes Objective Structured Clinical Examinations (OSCEs) are resource-intensive and may constrain access and equity, especially for candidates from remote locations. Smartphone-based tele-OSCEs could reduce logistical burdens while maintaining assessment quality.

Objective: To evaluate whether a smartphone tele-OSCE yields assessment outcomes comparable to an in-person OSCE while improving implementation efficiency, costs, and acceptability within an undergraduate medical curriculum.

Methods: We conducted a quasi-experimental historical-control study (2021 tele-OSCE vs 2019 in-person OSCE) in 5th-year medical students at a single university in China. The tele-OSCE comprised 2 stations (history taking, clinical reasoning) aligned with the course blueprint. Primary outcomes included overall scores and pass/fail decisions; secondary outcomes included examiner/standardized patient (SP)/student acceptability, direct per-candidate costs, total examination time, and logistical metrics. Psychometric analyses included interexaminer correlations and descriptive consistency checks.

Results: Of 176 candidates scheduled for the 2021 tele-OSCE, 164 without prior online-OSCE exposure were analyzed; 272 in-person candidates from 2019 served as historical controls. Students in the tele-OSCE cohort obtained lower mean scores than those in the 2019 in-person OSCE cohort (65.6 ± 11.2 vs 72.0 ± 10.6; P < .001; Cohen's d = 0.59), although pass rates remained similarly high in both years. Interexaminer correlations across 4 cases ranged from r = .47 to .93 (all P < .05), indicating moderate-to-high agreement. Direct costs per candidate were modestly higher for tele-OSCE than in-person (USD45.22 vs 40.13; +12.7%). The tele-OSCE eliminated the need for candidates to travel (commuting) and reduced on-site density; most students, SPs, and examiners reported positive acceptability.

Conclusions: A smartphone tele-OSCE can support curriculum-integrated, high-stakes competency decisions with performance outcomes that remain within an acceptable range relative to the conventional format, while improving logistical feasibility. We provide implementation details and practical guidance to facilitate replication in similar curricular settings.

背景:高风险目的结构化临床考试(oses)是资源密集型的,可能会限制获取和公平,特别是对于来自偏远地区的考生。基于智能手机的远程osce可以在保持评估质量的同时减少后勤负担。目的:评估智能手机远程欧安组织是否产生与面对面欧安组织相当的评估结果,同时提高本科医学课程的实施效率、成本和可接受性。方法:我们在中国一所大学的五年级医学生中进行了一项准实验性历史对照研究(2021年远程欧安组织与2019年现场欧安组织)。远程欧安组织包括2站(历史学习,临床推理)与课程蓝图一致。主要结果包括总分和及格/不及格决定;次要结果包括审查员/标准化患者(SP)/学生的可接受性、每位候选人的直接成本、总检查时间和后勤指标。心理测量分析包括考官之间的相关性和描述性一致性检查。结果:在计划参加2021年远程欧安组织的176名候选人中,分析了164名没有事先在线接触欧安组织的候选人;2019年的272名面对面候选人作为历史对照。远程欧安组织队列学生的平均得分低于2019年现场欧安组织队列学生(65.6±11.2 vs 72.0±10.6;P d = 0.59),尽管这两年的及格率仍然相似。4个病例间的相关性从r =。47 . to…结论:智能手机远程-欧安组织可以支持课程整合,高风险的能力决策,其绩效结果相对于传统格式保持在可接受的范围内,同时提高后勤可行性。我们提供实施细节和实践指导,以方便在类似的课程设置中复制。
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引用次数: 0
Comparative Performance Evaluation of Large Language Models and Human Teachers in Answering Optometry Questions from Medical Undergraduates. 大型语言模型与真人教师在回答医学本科生视光问题中的比较绩效评价。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-02 eCollection Date: 2026-01-01 DOI: 10.1177/23821205251409499
Zijing Huang, Tian Lin, Huini Lin, Yuanjin Zheng, Man Pan Chin, Hongxi Wang, Peigeng Xu, Haoyu Chen

Purpose: We aim to evaluate the performance of 5 large language models (LLMs) and human teachers in answering optometry-related questions raised by medical undergraduate students.

Methods: This prospective and comparative study collected 108 questions from 30 students. The questions were sent to their teachers for responses and were also inputted into 5 LLMs, including 2 local models (Mistral-7B and Llama-2-13B) and 3 online models (Claude-3, Gemini-1.0 pro, and GPT-4.0), to generate corresponding answers. All answers were independently evaluated by 2 optometry experts in a blind manner for accuracy, completeness, comprehensibility, and overall quality, using a 5-point scale. Students were asked to complete a 6-item questionnaire about their satisfaction and perspectives on the integration of LLMs.

Results: LLMs responded more quickly and generated more extensive answers compared to humans (P < .001). In terms of overall performance, human teachers ranked fifth among the 6 participants, with scores significantly lower than GPT-4.0 (P < .001), Claude-3 (P < .001), and Gemini-1.0 pro (P < .001). GPT-4.0 received the highest scores for accuracy (3.87/5) and completeness (4.11/5), while Claude-3 excelled in comprehensibility (3.91/5) and overall quality (3.93/5); however, the differences between them were not statistically significant. Online LLMs outperformed both humans and locally deployed LLMs (P < .001). Students agreed that LLMs provided more comprehensive and detailed information (3.80/5), but found human answers easier to understand (4.17/5). They were less supportive of replacing teachers with LLMs for answering questions (2.93/5).

Conclusion: Our findings demonstrate the potential of LLMs to serve as valuable tools in optometry education, particularly in addressing students' real-world questions.

目的:评价5种大型语言模型(LLMs)和真人教师在回答医学本科学生验光相关问题中的表现。方法:采用前瞻性、比较性研究,对30名学生进行问卷调查。这些问题被发送给他们的老师进行回答,也被输入到5个llm中,包括2个本地模型(Mistral-7B和Llama-2-13B)和3个在线模型(Claude-3, Gemini-1.0 pro和GPT-4.0),以生成相应的答案。所有答案由2名验光专家以盲法独立评估准确性、完整性、可理解性和整体质量,采用5分制。学生被要求完成一份包含6个项目的调查问卷,内容涉及他们对法学硕士课程整合的满意度和看法。结果:与人类相比,法学硕士的反应更快,产生的答案也更广泛(P P P P P结论:我们的研究结果表明,法学硕士有潜力成为验光教育的宝贵工具,特别是在解决学生的现实问题方面。
{"title":"Comparative Performance Evaluation of Large Language Models and Human Teachers in Answering Optometry Questions from Medical Undergraduates.","authors":"Zijing Huang, Tian Lin, Huini Lin, Yuanjin Zheng, Man Pan Chin, Hongxi Wang, Peigeng Xu, Haoyu Chen","doi":"10.1177/23821205251409499","DOIUrl":"10.1177/23821205251409499","url":null,"abstract":"<p><strong>Purpose: </strong>We aim to evaluate the performance of 5 large language models (LLMs) and human teachers in answering optometry-related questions raised by medical undergraduate students.</p><p><strong>Methods: </strong>This prospective and comparative study collected 108 questions from 30 students. The questions were sent to their teachers for responses and were also inputted into 5 LLMs, including 2 local models (Mistral-7B and Llama-2-13B) and 3 online models (Claude-3, Gemini-1.0 pro, and GPT-4.0), to generate corresponding answers. All answers were independently evaluated by 2 optometry experts in a blind manner for accuracy, completeness, comprehensibility, and overall quality, using a 5-point scale. Students were asked to complete a 6-item questionnaire about their satisfaction and perspectives on the integration of LLMs.</p><p><strong>Results: </strong>LLMs responded more quickly and generated more extensive answers compared to humans (<i>P</i> < .001). In terms of overall performance, human teachers ranked fifth among the 6 participants, with scores significantly lower than GPT-4.0 (<i>P</i> < .001), Claude-3 (<i>P</i> < .001), and Gemini-1.0 pro (<i>P</i> < .001). GPT-4.0 received the highest scores for accuracy (3.87/5) and completeness (4.11/5), while Claude-3 excelled in comprehensibility (3.91/5) and overall quality (3.93/5); however, the differences between them were not statistically significant. Online LLMs outperformed both humans and locally deployed LLMs (<i>P</i> < .001). Students agreed that LLMs provided more comprehensive and detailed information (3.80/5), but found human answers easier to understand (4.17/5). They were less supportive of replacing teachers with LLMs for answering questions (2.93/5).</p><p><strong>Conclusion: </strong>Our findings demonstrate the potential of LLMs to serve as valuable tools in optometry education, particularly in addressing students' real-world questions.</p>","PeriodicalId":45121,"journal":{"name":"Journal of Medical Education and Curricular Development","volume":"13 ","pages":"23821205251409499"},"PeriodicalIF":1.6,"publicationDate":"2026-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12759117/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145901236","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
Exploring Medical Students' Perceptions Regarding ChatGPT and AI Studying at the University of Niš: A Study on Usage, Attitudes, and Linguistic Influence-Single-Centered Study in Serbia-A Paradoxical Ally? 在尼什大学学习医学生对ChatGPT和AI的看法:一项关于使用、态度和语言影响的研究-塞尔维亚单一中心研究-一个矛盾的盟友?
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-26 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251409530
Aleksandra Ignjatović, Marija Anđelković Apostolović, Lazar Stevanović, Pavle Radovanović, Sidharth, Marija Topalović, Tamara Filipović

Objectives: The primary objective of the study was to analyze the extent of ChatGPT usage and students' attitudes about ChatGPT. The secondary objective is to examine the potential underlying structure of students' perceptions about this AI tool in academic settings. Additionally, the focus on students studying in Serbian and English may shed light on the cultural and linguistic influence of technology implementation in educational settings.

Methods: This descriptive study investigated how medical students perceive the application of ChatGPT in educational settings using a 3-part questionnaire: a demographic section collecting participants' overall experience and perceptions of ChatGPT, and a section collecting students' attitudes toward artificial intelligence who did not use ChatGPT.

Results: In the survey, there were 1212 students (1037 students in the Serbian and 175 students in the English language). Almost four-fifths of students have heard of ChatGPT (79.4%), but less than half of students have used ChatGPT (42.2%). Principal component analysis revealed 4 components: Positive Perception and Usefulness, Negative Impacts and Risks, ChatGPT Usability and Improvement, and Interaction and Communication Challenges items.

Discussion: A positive attitude was prevalent in our population; however, students were also aware of the limitations of ChatGPT, which were recognized as potential academic dishonesty and a risk of job loss. There were significant differences in students' agreement with various statements across 3 components among students studying Serbian and English, implying a possible role of linguistic barriers in AI responses. Therefore, using ChatGPT to promote education and healthcare should be done ethically and responsibly, considering the possible improvements in AI tools and the risks and issues they raise.

目的:本研究的主要目的是分析ChatGPT的使用程度和学生对ChatGPT的态度。第二个目标是研究学生在学术环境中对这种人工智能工具的看法的潜在潜在结构。此外,对以塞尔维亚语和英语学习的学生的关注可能会揭示教育环境中技术实施的文化和语言影响。方法:本描述性研究使用三部分问卷调查医学生对ChatGPT在教育环境中的应用的看法:人口统计部分收集参与者对ChatGPT的总体体验和看法,另一部分收集未使用ChatGPT的学生对人工智能的态度。结果:调查共有学生1212人,其中塞尔维亚语学生1037人,英语学生175人。几乎五分之四的学生听说过ChatGPT(79.4%),但使用过ChatGPT的学生不到一半(42.2%)。主成分分析显示了4个组成部分:积极感知和有用性、消极影响和风险、ChatGPT可用性和改进、互动和沟通挑战。讨论:积极的态度在我们的人群中很普遍;然而,学生们也意识到ChatGPT的局限性,这被认为是潜在的学术欺诈和失业风险。在学习塞尔维亚语和英语的学生中,学生对三个组成部分的各种陈述的同意度存在显著差异,这意味着语言障碍可能在人工智能反应中发挥作用。因此,考虑到人工智能工具的可能改进及其带来的风险和问题,使用ChatGPT来促进教育和医疗保健应该是合乎道德和负责任的。
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引用次数: 0
Erratum to "Understanding Generative Artificial Intelligence Adoption in Puerto Rican Medical Schools: A Cross-Institutional Survey of First- and Second-Year Students". 对“理解波多黎各医学院采用生成式人工智能:对一年级和二年级学生的跨机构调查”的勘误。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-24 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251410741

[This corrects the article DOI: 10.1177/23821205251398923.].

[这更正了文章DOI: 10.1177/23821205251398923.]。
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引用次数: 0
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Journal of Medical Education and Curricular Development
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