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A New Way of Teaching Humanities in Medical School: Critical Medical Humanities. 医学人文学科教学的新途径:批判医学人文。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-21 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251369949
Rebecca L Volpe, Nancy E Adams, Britta M Thompson, Jocelyn Simmers, Sonia Chen, Bernice L Hausman

Purpose: This study investigates medical students' experiences with a pre-clerkship critical medical humanities (CMH) curriculum that emphasized power, privilege, and inequities in healthcare.

Methods: Twenty-six third-year medical students at a semi-rural US medical school were interviewed in Fall-Winter 2023. Semi-structured interviews explored students' reflections on the curriculum's impact, and narrative analysis was used to identify key themes. Validation strategies included reflexivity, triangulation, and analysis of disconfirming cases.

Results: The results revealed 4 themes. First, students valued humanities learning but noted limitations of the classroom setting. Second, the facilitated self-reflection uncovered implicit biases and encouraged critical perspectives on medical knowledge. Third, despite a belief that the humanities were important for future practice, participants deprioritized them in favor of science courses. Finally, learning about diversity and equity concepts was perceived to be limited in racially homogenous groups.

Conclusion: The CMH curriculum encouraged critical thinking and cultural humility, though its full impact was constrained by systemic and cultural tensions in medical education prioritizing scientific knowledge. Embedding health humanities learning into clinical contexts and providing faculty development to address diversity and equity challenges may enhance curricular outcomes. Institutional support and national guidance are needed to align health humanities curricula with broader educational goals.

目的:本研究调查医学生在实习前的关键医学人文(CMH)课程中的经验,该课程强调医疗保健中的权力、特权和不公平。方法:于2023年秋冬对美国一所半农村医学院的26名三年级医学生进行访谈。半结构化访谈探讨了学生对课程影响的思考,并使用叙事分析来确定关键主题。验证策略包括反身性、三角测量和不确认案例分析。结果:结果揭示了4个主题。首先,学生们重视人文学科的学习,但注意到课堂设置的局限性。第二,促进自我反思揭示了隐性偏见,并鼓励对医学知识的批判性观点。第三,尽管人们相信人文学科对未来的实践很重要,但参与者却将其置于科学课程的优先地位。最后,人们认为对多样性和平等概念的学习在种族同质群体中是有限的。结论:CMH课程鼓励批判性思维和文化谦逊,尽管其充分影响受到以科学知识为优先的医学教育系统和文化紧张局势的限制。将健康人文学科学习融入临床环境,并提供教师发展以应对多样性和公平性挑战,可能会提高课程成果。需要机构支持和国家指导,使卫生人文学科课程与更广泛的教育目标保持一致。
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引用次数: 0
Bridging the Gap: Empowering Future Healthcare Professionals Through Structured Cocurricular Research Opportunities. 弥合差距:通过结构化的课程研究机会赋予未来的医疗保健专业人员权力。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-19 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251366921
Noor Ul Ain
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引用次数: 0
Stepwise Development of a Simulation-Based Musculoskeletal Ultrasound Curriculum for Physical Medicine and Rehabilitation Residents. 基于模拟的肌肉骨骼超声课程在物理医学和康复住院医师中的逐步发展。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-19 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251370796
Sarahrose Jonik, Terry Brosche, Michele Favreau, Paul Haidet, Neyha G Cherin

Objectives: Musculoskeletal ultrasound (MSKUS) is a required part of Physical Medicine and Rehabilitation (PM&R) residency training, yet there remains a lack of standardized educational framework guiding its implementation across residency programs. While structured MSKUS curricula exist, variability in institutional resources limits generalizability. Moreover, there has been comparatively less focus on the advantages of incorporating longitudinal, simulation-based learning, which has been proven to enhance skill acquisition, clinical confidence, and patient safety. This study aims to address gaps in MSKUS curriculum by presenting the development and evaluation of a longitudinal, simulation-based MSKUS curriculum tailored to an academic PM&R residency program.

Methods: A longitudinal, simulation-based MSKUS curriculum was developed and implemented for PM&R residents at an academic institution from 2021 to 2025. The curriculum underwent iterative refinement each year in response to resident feedback, institutional needs, and evolving best practices. Core components included simulation-based scanning, near-peer instruction, standardized patients (SPs), and structured assessments aligned with progressive learning milestones. The curriculum designed was informed by Kern's six-step model and guided by Miller's Pyramid to support skill development from knowledge acquisition to clinical application.

Results: Feedback from curriculum implementation demonstrated increased clinical confidence and competence in MSKUS skill. Residents highlighted the value of active learning, clinical relevance, and peer collaboration. Iterative refinements addressed logistical barriers and aligned content with learner progression across PGY levels.

Conclusion: This simulation-based MSKUS curriculum provides an adaptable framework for PM&R residency programs. By emphasizing hands-on practice with SPs, team-based learning, and iterative feedback, it fosters skill development, mentorship, and sustainable ultrasound education applicable across diverse training environments.

目的:肌肉骨骼超声(MSKUS)是物理医学和康复(PM&R)住院医师培训的必要部分,但仍然缺乏标准化的教育框架来指导其在住院医师计划中的实施。虽然存在结构化的MSKUS课程,但机构资源的可变性限制了普遍性。此外,相对较少关注结合纵向、基于模拟的学习的优势,这已被证明可以增强技能习得、临床信心和患者安全。本研究旨在通过展示纵向的、基于模拟的MSKUS课程的开发和评估来解决MSKUS课程中的差距,该课程是为学术PM&R住院医师计划量身定制的。方法:从2021年到2025年,在某学术机构为PM&R住院医师开发并实施了一套纵向的、基于模拟的MSKUS课程。课程每年都会根据居民的反馈、机构的需求和不断发展的最佳实践进行迭代改进。核心组件包括基于模拟的扫描、近同伴指导、标准化患者(SPs)和与渐进式学习里程碑相一致的结构化评估。课程设计以Kern的六步模型为基础,以Miller的金字塔理论为指导,支持从知识获取到临床应用的技能发展。结果:课程实施的反馈表明临床对MSKUS技能的信心和能力有所提高。住院医师强调了主动学习、临床相关性和同伴合作的价值。迭代改进解决了逻辑障碍,并使内容与跨PGY级别的学习者进展保持一致。结论:这个基于模拟的MSKUS课程为PM&R住院医师项目提供了一个适应性强的框架。通过强调SPs的实践、团队学习和迭代反馈,它促进了技能发展、指导和可持续的超声教育,适用于不同的培训环境。
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引用次数: 0
Exploring the Impact of Spaced Repetition Through Anki Usage on Preclinical Exam Performance. 通过使用Anki探究间隔重复对临床前考试成绩的影响。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-14 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251369705
Victoria Winter, Emily Ames, Marley Jacobs, Carlos Georges, Edward Simanton

Background: Medical knowledge is expanding rapidly at the same time as the preclinical phase of medical education is being shortened. This uniquely challenges medical students to learn efficiently and retain a large amount of information. Spaced repetition is a widely used learning technique and can be implemented through the use of a free downloadable program called Anki. Limited data exists on the use of spaced repetition through Anki and its impact on student performance in preclinical assessment, such as the Comprehensive Basic Science Subject Exam (CBSE).

Methods: This study evaluated Anki usage among 36 medical students at the Kirk Kerkorian School of Medicine at UNLV. Students consented to export their deidentified Anki data through the Stat Scraper add-on. Stat Scraper provided metrics on matured cards (those with an interval >21 days), total study hours, and number of unsuspended cards. Variables were correlated with CBSE exam scores and students were stratified into groups below and above the mean for each variable. Using this data, independent t-tests, Pearson Correlation coefficients and linear regressions were performed.

Results: Mean CBSE score was 65.2% (SD 11.6%). Linear regression demonstrated a significant positive correlation between the number of mature cards and exam scores. Significant positive correlations were also found between CBSE scores and total hours studied (P = 0.013), number of matured cards (P = 0.002), and unsuspended cards (P = 0.010). Students with above-average mature card counts scored 71.5% on the CBSE compared to 60.0% for those below average. Total study hours and unsuspended card counts similarly predicted higher scores.

Conclusions: Greater time spent using spaced repetition learning techniques through the Anki application and a higher number of matured and unsuspended cards were associated with increased performance on the CBSE exam. These findings support spaced repetition as an effective way for medical students to master and retain medical knowledge in the preclinical phase. Further research with larger sample sizes and more diverse populations is needed to validate these findings further.

背景:医学知识在迅速扩展的同时,医学教育的临床前阶段也在缩短。这是医学生学习效率和保留大量信息的独特挑战。间隔重复是一种广泛使用的学习技巧,可以通过使用一个名为Anki的免费下载程序来实现。关于通过Anki使用间隔重复及其对学生临床前评估(如综合基础科学科目考试(CBSE))表现的影响的数据有限。方法:本研究对UNLV柯克·科克里安医学院36名医学生的Anki使用情况进行了评估。学生们同意通过Stat Scraper插件导出他们未识别的Anki数据。Stat Scraper提供了关于到期卡(间隔为bb0 - 21天)、总学习时间和未挂卡数量的指标。变量与CBSE考试成绩相关,学生被分为低于和高于每个变量平均值的组。利用这些数据进行独立t检验、Pearson相关系数和线性回归。结果:平均CBSE评分为65.2% (SD为11.6%)。线性回归表明,成熟卡片数量与考试成绩之间存在显著的正相关关系。CBSE得分与总学习时间(P = 0.013)、成熟卡片数量(P = 0.002)和未悬挂卡片数量(P = 0.010)之间也存在显著正相关。成熟信用卡数量高于平均水平的学生在CBSE得分为71.5%,而低于平均水平的学生得分为60.0%。总学习时间和未挂卡数同样预示着更高的分数。结论:通过Anki应用程序使用间隔重复学习技术的时间越长,成熟卡和未挂卡的数量越多,与CBSE考试成绩的提高有关。这些发现支持间隔重复是医学生在临床前阶段掌握和记忆医学知识的有效途径。进一步的研究需要更大的样本量和更多样化的人群来进一步验证这些发现。
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引用次数: 0
From Novelty to Necessity: Artificial Intelligence in Medical Education. 从新奇到必要:医学教育中的人工智能。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-14 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251369656
Mildred Lopez
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引用次数: 0
Methodological Innovation in Evaluating the Cost-Effectiveness of Simulation Training Combining Transfer Effectiveness and Change-Point Analysis. 结合转移有效性和变化点分析的模拟训练成本效益评估方法创新。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-11 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251368247
Zhehan Jiang, Hao Hang, Xinyu Wu, Shate Xiang, Shucheng Pan

Background: Simulation-based medical education has become increasingly prevalent. However, the high cost and lack of comprehensive effectiveness evaluations have raised questions about its feasibility. This study introduces a novel approach to assess the cost-effectiveness of simulation training.

Methods: This study uses simulated data from 120 medical students, set in a teaching hospital scenario, and randomly assigns them to 6 groups with different training durations. This was done to determine the optimal length of VR training that maximizes knowledge and skills transfer efficiency while minimizing costs, using 4 analytical methods: the transfer effectiveness ratio (TER) quantifying time savings, the incremental TER (ITER) assessing individual gains, isoperformance curves mapping cost-effectiveness, and change-point analysis identifying diminishing returns.

Results: The overall TER of 0.66 indicates 0.66 units of time saved per simulation training unit invested; peak ITER variability occurred in the 3h cohort, reflecting divergent individual responses to incremental training; isoperformance curves established a 4.5min minimum operative time threshold, defining inherent procedural constraints; and an inflection point at 8 VR training hours (80th data point) marked the onset of diminishing returns.

Conclusions: The methodological innovation of integrating TER, ITER, isoperformance curves, and change-point analysis offers a new framework for evaluating the cost-effectiveness of simulation training in medical education. The findings highlight the potential for simulation training to reduce the time required to achieve clinical competency and to optimize training strategies.

背景:基于模拟的医学教育越来越普遍。然而,由于成本高,缺乏全面的有效性评价,对其可行性提出了质疑。本研究提出一种评估模拟训练成本效益的新方法。方法:本研究采用某教学医院场景下120名医学生的模拟数据,将其随机分为6组,每组训练时间不同。通过使用4种分析方法,确定最大限度提高知识和技能转移效率同时最小化成本的最佳VR培训长度:量化时间节省的转移有效性比(TER),评估个人收益的增量TER (ITER),反映成本效益的等绩效曲线,以及确定收益递减的变化点分析。结果:总体TER为0.66,表明每投入一个模拟训练单元可节省0.66个单位的时间;ITER变异性峰值出现在第3小时的队列中,反映了个体对增量训练的不同反应;等性能曲线建立了4.5min的最小手术时间阈值,定义了固有的程序约束;在VR训练8小时(第80个数据点)出现拐点,标志着收益递减的开始。结论:将TER、ITER、等效曲线和变化点分析相结合的方法创新为医学教育模拟训练的成本-效果评估提供了新的框架。研究结果强调了模拟训练的潜力,可以减少获得临床能力所需的时间,并优化训练策略。
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引用次数: 0
Preparing for Practice: A Comparative Analysis of Anesthesiology Residency Competencies in Brazil, Spain, and the United Kingdom. 为实践做准备:巴西、西班牙和英国麻醉学住院医师能力的比较分析。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-08 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251358060
Dayse Dos Santos de Almeida Rodrigues, Alexia de Almeida Reis Rodrigues, Natiele Carla da Silva Ferreira, Luiz Anastácio Alves

Objectives: The COVID-19 pandemic has underscored the importance of equipping medical specialists from various fields with anesthesiology skills that are essential for medical practice, such as managing acute and chronic pain, preventing substance dependence, caring for critically ill patients, and ensuring airway security. This study analyzes the presence of these anesthesiology competencies in the curricular frameworks of medical residency programs in Brazil, Spain, and the United Kingdom, all of which have universal healthcare systems, to assess how effectively these programs prepare future specialists with these crucial skills.

Methods: We analyzed curriculum frameworks for medical residency programs and specializations in all 3 countries, focusing on anesthesiology competencies. All relevant documents, available on official government websites, were reviewed between July 1, 2023 and December 28, 2024, using Kripka's methodology.

Results: Significant differences were found in competencies related to stratifying anesthetic-surgical risk (P = .027), recognizing and analyzing palliative care (P = .023), mastering the basics of conscious sedation (P = .009), multidisciplinary teamwork (P < .001), and mastering the technique of local anesthesia (P < .001). Despite these differences, the number of anesthesiology competencies was similar across all 3 countries.

Conclusions: This study identified a potential gap in resident training for crucial skills such as pain management, sedation, airway management, and hemodynamic monitoring. These are essential for high-complexity procedures. The findings suggest a need for curriculum revisions and potentially an increase in specialty program slots focused on caring for critically ill patients.

目标:2019冠状病毒病大流行凸显了为各个领域的医学专家提供麻醉技能的重要性,这些技能对医疗实践至关重要,例如管理急性和慢性疼痛、预防物质依赖、护理危重患者和确保气道安全。本研究分析了这些麻醉学能力在巴西、西班牙和英国的医学住院医师项目课程框架中的存在,所有这些国家都有全民医疗保健系统,以评估这些项目如何有效地培养具有这些关键技能的未来专家。方法:我们分析了所有3个国家的住院医师计划和专业的课程框架,重点是麻醉学能力。在2023年7月1日至2024年12月28日期间,使用克里普卡的方法对政府官方网站上的所有相关文件进行了审查。结果:两组住院医师在麻醉外科风险分层(P = 0.027)、姑息治疗识别和分析(P = 0.023)、有意识镇静基础知识掌握(P = 0.009)、多学科团队合作(P = 0.023)等方面的能力存在显著差异。结论:本研究发现住院医师在疼痛管理、镇静、气道管理和血流动力学监测等关键技能方面的培训存在潜在差距。这些对于高度复杂的程序是必不可少的。研究结果表明,有必要对课程进行修订,并可能增加专注于照顾危重病人的专业课程插槽。
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引用次数: 0
Exploring the Informal Learning Resources Used by Dental Students: A Mixed Method. 探索牙科学生的非正式学习资源:一种混合方法。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-06 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251366918
Maha Akkari, Mayssoon Dashash, Issam Jamous

Background: Informal learning resources can be considered supportive to formal learning resources in shaping future professional identity. This study aimed to assess dental students' preferences towards using informal learning resources, to explore challenges impacting students' choices and to find out the motivations for using these resources.

Methods: A mixed methods study design was conducted. A total of 1000 dental students completed a quantitative questionnaire data from different universities in Syria, and qualitative semi-structured interviews (15: postgraduate student and 30: undergraduate students) were fulfilled. Data were separately collected and analyzed.

Results: Peer learning scored a high level of engagement (undergraduates: 76.2%, postgraduates: 79.6%) as did the use of social media platforms (undergraduates: 79.4%, postgraduates: 80.6%). The challenges associated with utilizing open educational resources (undergraduates: 71.6%, postgraduates: 73.2%), social media platforms (undergraduates: 73.8%, postgraduates: 74.4%), and attending conferences and workshops (undergraduates: 75.4%, postgraduates: 76.2%) were rated at a high level. The undergraduate interview participants reported that lack of time was the most important limitation for using informal learning resources whereas online payment problem for open educational resources was basic challenge for postgraduate participants.

Conclusions: Reliance on informal learning resources is an efficient and vital tool for dental students. Faculty members can play an impact role in guiding students how effectively use of informal learning resources to enhance their educational experience.

背景:在塑造未来职业认同方面,非正式学习资源可以被认为是对正式学习资源的支持。本研究旨在评估牙科学生对使用非正式学习资源的偏好,探讨影响学生选择的挑战,并找出使用这些资源的动机。方法:采用混合方法设计研究。共有1000名牙科学生完成了来自叙利亚不同大学的定量问卷调查数据,并完成了定性半结构化访谈(15名研究生和30名本科生)。数据分别收集和分析。结果:同伴学习的参与度很高(本科生:76.2%,研究生:79.6%),社交媒体平台的使用也很高(本科生:79.4%,研究生:80.6%)。在利用开放教育资源(本科生:71.6%,研究生:73.2%)、社交媒体平台(本科生:73.8%,研究生:74.4%)、参加会议和研讨会(本科生:75.4%,研究生:76.2%)方面的挑战被评为高水平。本科生访谈参与者报告说,缺乏时间是使用非正式学习资源的最重要限制,而开放教育资源的在线支付问题是研究生访谈参与者面临的基本挑战。结论:依赖非正式学习资源是牙科学生有效和重要的学习工具。教师可以发挥影响作用,指导学生如何有效地利用非正式学习资源,以提高他们的教育经验。
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引用次数: 0
Student and Lecturer Perceptions of the Use of an AI to Improve Communication Skills in Healthcare: An Interview Study. 学生和讲师对使用人工智能提高医疗保健沟通技巧的看法:一项访谈研究。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-31 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251358089
Hanna Brodowski, Anna Dammermann, Muriel Marieke Kinyara, Martina Andrea Obst, Fabian Samek, Corinna Peifer, Katharina Roese

Background and objectives: Communication is a complex skill and key component for professionals in healthcare. Complex skills are best learned through experiential learning like role-plays or simulated patient encounters. The aim of the present study is to explore how students and lecturers assess the conditions under which the use of an artificial intelligence (AI)-based feedback system can promote the learning process.

Methods: An interview study with health profession students and lecturers was conducted using a qualitative descriptive design. Recorded audio data was transcribed and evaluated by structuring qualitative content analysis. The research process was conducted and continually reflected by an interprofessional research team. Ethical approval was obtained.

Results: Using qualitative content analysis, 4 major themes were identified. These are "conditions," "communication scenarios," "AI-based learning platform" and "debriefing." Lecturers and students welcome the idea of AI providing output on verbal and para-verbal aspects. To implement AI-based output into a teaching programme AI functionality should be adaptable to the specific situation. Lecturers and students highlighted that AI could be particularly valuable for speech qualities which are often difficult for humans to assess. AI could give freedom to focus on additional aspects of the conversation by documenting desirable speech qualities. Lecturers and students prefer for the AI-based output to be given at the end of rather than within the role-play. Furthermore, they wish for communication scenarios to be analysed repeatedly in order to track progress.

Conclusion: Practicing in a safe environment and receiving competent credible feedback, with lecturers trained in facilitation, is a pre-requisite for the entire learning progress. The integration of an AI-based feedback system should be characterised by both flexibility of the AI application and standardisation of the communication scenario.

背景和目的:沟通是一项复杂的技能,也是医疗保健专业人员的关键组成部分。复杂的技能最好通过角色扮演或模拟病人接触等体验式学习来学习。本研究的目的是探讨学生和讲师如何评估使用基于人工智能(AI)的反馈系统可以促进学习过程的条件。方法:采用定性描述设计对卫生专业学生和讲师进行访谈研究。记录的音频数据通过结构化定性内容分析进行转录和评估。研究过程是由一个跨专业的研究团队进行和不断反映的。获得伦理批准。结果:采用定性内容分析,确定了4个主要主题。它们分别是“条件”、“交流场景”、“基于人工智能的学习平台”和“汇报”。讲师和学生欢迎人工智能在语言和准语言方面提供输出的想法。为了在教学程序中实现基于人工智能的输出,人工智能功能应该适应特定的情况。讲师和学生们强调,人工智能在人类难以评估的语音质量方面可能特别有价值。人工智能可以通过记录理想的语音质量,让人们自由地关注对话的其他方面。讲师和学生更喜欢在角色扮演结束时给出基于人工智能的输出,而不是在角色扮演中给出。此外,他们希望能够反复分析通信方案,以便跟踪进展情况。结论:在一个安全的环境中练习,接受称职可信的反馈,讲师接受过培训,是整个学习过程的先决条件。基于人工智能的反馈系统的集成应以人工智能应用的灵活性和通信场景的标准化为特征。
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引用次数: 0
Shaping Tomorrow's Doctors: The Impact of Socioeconomic and Institutional Factors on Medical Education Quality in Brazil: An Ecological Study. 塑造明天的医生:社会经济和制度因素对巴西医学教育质量的影响:一项生态学研究。
IF 1.6 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-30 eCollection Date: 2025-01-01 DOI: 10.1177/23821205251360521
Quécia H Fatel, Flávia Gm Silva, Katia M Avena, Rodrigo C Menezes, Bruno B Andrade, Luiz F Quintanilha

Objectives: Education holds transformative power in society, driving economic and social development. In medical education, training quality leads to well-prepared physicians and directly impacts patient care. In Brazil, a key measure of medical training quality is the National Student Performance Exam (Enade). This study aims to analyze the institutional, social, and economic determinants of the quality of medical education in Brazil through Enade scores.

Methods: An ecological study was conducted with all Brazilian higher education institutions participating in the Enade for the Medicine undergraduate course in the last 5 editions. Group comparisons and a multivariable logistic regression model were conducted to examine the associations between institutional, social, and economic aspects with the Enade score, categorizing institutions into high and low/medium score groups.

Results: Considering all editions, the average Enade score of medical schools in Brazil was 2.8. Geographic location was a determining factor of Enade results. The highest proportion of high scores was observed in South (62.4%) and Central-West (57.3%) regions, and low scores in the North (76.4%), Southeast (64.1%), and Northeast (52.6%). The proportion of medical schools with high Enade scores increased over time (P < .001), and they demonstrated significantly higher performance in general knowledge tests (+10.6%; 64.4 vs 58.20) and specific knowledge tests (+16.0%; 65.4 vs 56.4). Institutional factors associated with better student performance in Enade included a well-rated didactic-pedagogical organization (odds ratio [OR]: 1.62 [confidence interval (CI): 1.10-2.40]), a more qualified faculty (OR: 1.81 [CI: 1.27-2.59]), and being publicly administered (OR: 5.74 [CI: 3.44-9.95]).

Conclusion: This study highlights significant variations in training quality among medical schools nationwide, with the Center-South region showing a higher proportion of institutions achieving high Enade scores compared to more socioeconomically vulnerable regions in Brazil. Institutional characteristics such as well-rated didactic-pedagogical organization, a highly qualified faculty, and public administration are associated with better exam performance.

目标:教育具有变革社会的力量,推动经济和社会发展。在医学教育中,培训质量导致医生准备充分,并直接影响患者护理。在巴西,衡量医疗培训质量的一个关键指标是全国学生成绩考试(Enade)。本研究旨在通过Enade分数分析巴西医学教育质量的制度、社会和经济决定因素。方法:对近5期参加巴西医学本科项目的所有高等教育机构进行生态学研究。通过分组比较和多变量逻辑回归模型,研究了制度、社会和经济方面与Enade得分之间的关系,并将制度分为高分组和低/中分组。结果:考虑到所有版本,巴西医学院的平均Enade得分为2.8。地理位置是Enade结果的决定性因素。高分比例最高的是南部地区(62.4%)和中西部地区(57.3%),其次是北部地区(76.4%)、东南部地区(64.1%)和东北部地区(52.6%)。高Enade分数的医学院比例随着时间的推移而增加(P结论:本研究突出了全国医学院培训质量的显著差异,与巴西社会经济脆弱地区相比,中南部地区获得高Enade分数的机构比例更高。优秀的教学组织、高素质的教师队伍和公共管理等制度特征与更好的考试成绩有关。
{"title":"Shaping Tomorrow's Doctors: The Impact of Socioeconomic and Institutional Factors on Medical Education Quality in Brazil: An Ecological Study.","authors":"Quécia H Fatel, Flávia Gm Silva, Katia M Avena, Rodrigo C Menezes, Bruno B Andrade, Luiz F Quintanilha","doi":"10.1177/23821205251360521","DOIUrl":"10.1177/23821205251360521","url":null,"abstract":"<p><strong>Objectives: </strong>Education holds transformative power in society, driving economic and social development. In medical education, training quality leads to well-prepared physicians and directly impacts patient care. In Brazil, a key measure of medical training quality is the National Student Performance Exam (Enade). This study aims to analyze the institutional, social, and economic determinants of the quality of medical education in Brazil through Enade scores.</p><p><strong>Methods: </strong>An ecological study was conducted with all Brazilian higher education institutions participating in the Enade for the Medicine undergraduate course in the last 5 editions. Group comparisons and a multivariable logistic regression model were conducted to examine the associations between institutional, social, and economic aspects with the Enade score, categorizing institutions into high and low/medium score groups.</p><p><strong>Results: </strong>Considering all editions, the average Enade score of medical schools in Brazil was 2.8. Geographic location was a determining factor of Enade results. The highest proportion of high scores was observed in South (62.4%) and Central-West (57.3%) regions, and low scores in the North (76.4%), Southeast (64.1%), and Northeast (52.6%). The proportion of medical schools with high Enade scores increased over time (<i>P</i> < .001), and they demonstrated significantly higher performance in general knowledge tests (+10.6%; 64.4 vs 58.20) and specific knowledge tests (+16.0%; 65.4 vs 56.4). Institutional factors associated with better student performance in Enade included a well-rated didactic-pedagogical organization (odds ratio [OR]: 1.62 [confidence interval (CI): 1.10-2.40]), a more qualified faculty (OR: 1.81 [CI: 1.27-2.59]), and being publicly administered (OR: 5.74 [CI: 3.44-9.95]).</p><p><strong>Conclusion: </strong>This study highlights significant variations in training quality among medical schools nationwide, with the Center-South region showing a higher proportion of institutions achieving high Enade scores compared to more socioeconomically vulnerable regions in Brazil. Institutional characteristics such as well-rated didactic-pedagogical organization, a highly qualified faculty, and public administration are associated with better exam performance.</p>","PeriodicalId":45121,"journal":{"name":"Journal of Medical Education and Curricular Development","volume":"12 ","pages":"23821205251360521"},"PeriodicalIF":1.6,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12317268/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144776428","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}
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Journal of Medical Education and Curricular Development
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