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Quality of life and associated predictors in Palestinian medical students: a cross-sectional study. 巴勒斯坦医科学生的生活质量及相关预测因素:一项横断面研究
IF 3.8 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-31 Epub Date: 2025-10-29 DOI: 10.1080/10872981.2025.2576125
Amer Rahhal, Mohammad Isbeih, Hamid Ghanem, Nour Jaber, Shahd Idais, Ibrahim Amer Ghannam, Maha Nubani Husseini, Maha Nahal

Medical students experience tremendous stressors related to the demanding nature of medical education programs, which can negatively impact their health and overall quality of life (QoL). This particular study aimed to evaluate the QoL of medical students at Al-Quds University (AQU) in Palestine across various academic years and demographic variables, concerning physical health, psychological well-being, social relationships, and environmental conditions. A cross-sectional comparative study involving 522 medical students representing all six academic years was conducted from May to July 2024. QoL was assessed via the culturally adapted Arabic version of the World Health Organization Quality of Life (WHOQOL-BREF) questionnaire. Demographic variables (gender, age, place of residence, number of bedrooms) and academic (academic year) variables were examined as correlates of QoL domains. Descriptive statistics, independent t-tests, and one-way ANOVA were applied, and linear regression was used to identify predictors. A p-value of ≤0.05 was considered statistically significant. Social relationships were the highest-rated domain (M = 3.58, SD = 0.862), followed by physical health (M = 3.38, SD = 0.721), environment (M = 3.28, SD = 0.638), and psychological conditions (M = 3.12, SD = 0.693). Gender differences emerged, with males reporting better physical health (p = 0.002). Linear regression further identified academic level as a key predictor of physical health (p < 0.001). Medical students at AQU have shown resilience in their social relationships. However, concerns arise from their lower psychological health and limited access to recreational opportunities. These findings highlight the importance of targeted institutional strategies that address mental health and foster supportive environments. Ultimately, this approach aims to enhance student well-being and create a more balanced and sustainable quality of life for students.

医学生经历了与医学教育项目要求相关的巨大压力源,这可能对他们的健康和整体生活质量(QoL)产生负面影响。这项特别研究的目的是评估巴勒斯坦圣城大学医学生在不同学年的生活质量和有关身体健康、心理健康、社会关系和环境条件的人口变量。本研究于2024年5月至7月进行了一项横断面比较研究,涉及522名医学生,代表所有六个学年。生活质量通过世界卫生组织生活质量(WHOQOL-BREF)问卷的阿拉伯语版本进行评估。人口统计变量(性别、年龄、居住地、卧室数量)和学术(学年)变量作为生活质量域的相关因素进行了研究。采用描述性统计、独立t检验和单因素方差分析,并采用线性回归识别预测因子。p值≤0.05认为有统计学意义。社会关系是评价最高的领域(M = 3.58, SD = 0.862),其次是身体健康(M = 3.38, SD = 0.721)、环境(M = 3.28, SD = 0.638)和心理状况(M = 3.12, SD = 0.693)。性别差异出现了,男性报告的身体健康状况更好(p = 0.002)。线性回归进一步确定学术水平是身体健康的关键预测因子(p
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引用次数: 0
Final year medical students' expectations for medical education on climate change and planetary health - a qualitative study. 最后一年医学生对气候变化和地球健康医学教育的期望-一项定性研究。
IF 3.1 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-03-21 DOI: 10.1080/10872981.2025.2477670
Charlotte Flock, Rebecca Boekels, Alina Herrmann, Ilsa Beig, Lisa Lamkemeyer, Hans-Christoph Friederich, Christoph Nikendei, Till Johannes Bugaj

Objectives: With the health impacts of climate change becoming increasingly evident, there is a pressing need to prepare and educate future physicians to address these challenges. This study therefore aims to explore in depth the perspectives of final-year medical students (FYMS) on the integration of Planetary Health Education (PHE) into medical curricula (i.e. content, methods, exams). Additionally, it seeks to understand how FYMS perceive the relevance of this topic to their future profession and their perceived responsibility.

Methods: FYMS at the Heidelberg University Hospital were invited to participate in this qualitative interview study, resulting in 10 interviews conducted between December 2021 and March 2022. Using a semi-structured guide, students' views on the role of climate change in their future profession and their preferences for integrating climate change into medical curricula were explored. Interviews were audio-recorded and transcribed verbatim. Data analysis followed a structuring qualitative content analysis approach according to Kuckartz, utilizing deductive and inductive methods. Coding was performed using MAXQDA24, with iterative revisions by the authors.

Results: Participating FYMS recognized the relevance of climate change to their future practice but expressed varying degrees of perceived responsibility in addressing it with patients, e.g. depending on their desired specialization. While often struggling to identify specific content for a PHE-curriculum, FYMS emphasized the wish for knowledge on health impacts of climate change, communication skills and interactive, practice-oriented teaching methods. FYMS also reported several reservations and perceived challenges, e.g. concerning the integration of basic climate science or the introduction of mandatory exams.

Conclusion: This study provides unique insights into FYMS' perceptions of PHE, emphasizing the importance of integrating climate change and health topics into medical curricula and revealing perceived limitations. By aligning educational approaches with students' preferences and especially their concerns, appealing curricula can ultimately foster a more climate-sensitive medical practice.

随着气候变化对健康的影响越来越明显,迫切需要培养和教育未来的医生来应对这些挑战。因此,本研究旨在深入探讨医学生(FYMS)对行星健康教育(PHE)融入医学课程(即内容,方法,考试)的观点。此外,它还试图了解FYMS如何看待该主题与他们未来职业和责任的相关性。方法:邀请海德堡大学医院的FYMS参与本定性访谈研究,在2021年12月至2022年3月期间进行了10次访谈。利用半结构化指南,探讨了学生对气候变化在其未来职业中的作用的看法,以及他们对将气候变化纳入医学课程的偏好。采访录音并逐字抄写。数据分析遵循库卡兹的结构化定性内容分析方法,运用演绎和归纳法。使用MAXQDA24进行编码,并由作者进行迭代修订。结果:参与的FYMS认识到气候变化与他们未来实践的相关性,但在与患者解决这一问题时表达了不同程度的感知责任,例如取决于他们期望的专业化。虽然经常难以确定卫生保健课程的具体内容,但FYMS强调希望了解气候变化对健康的影响、沟通技巧和互动式、注重实践的教学方法。FYMS还报告了一些保留意见和面临的挑战,例如关于基础气候科学的整合或引入强制性考试。结论:这项研究为FYMS对PHE的看法提供了独特的见解,强调了将气候变化和健康主题纳入医学课程的重要性,并揭示了感知到的局限性。通过将教育方法与学生的偏好,特别是他们的关注点结合起来,吸引人的课程最终可以培养出对气候更加敏感的医疗实践。
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引用次数: 0
Training socially accountable clinician-citizens: integrating clinical public health education in a medical school curriculum. 培养对社会负责的临床医生公民:将临床公共卫生教育纳入医学院课程。
IF 3.1 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-02-26 DOI: 10.1080/10872981.2025.2469972
Kofi Essel, Hana Akselrod, Sonal Batra, Candice Dawes, Zareen Zaidi, Lawrence Deyton

By adopting a holistic perspective that looks 'upstream' at the underlying determinants of health, physicians can develop more effective strategies for promoting wellness and reducing health inequities in an increasingly diverse and complex society. Public health focuses on disease prevention and promotion of health through organized efforts by individuals and society. Population health focuses on the health outcomes of a group of individuals. We designed the Clinical Public Health curriculum, a pedagogical framework designed at the George Washington University School of Medicine & Health Sciences that breaks down traditional silos between didactic public and population health teaching, patient care and community engagement for medical students. It aims to train socially accountable clinician-citizens through an integrated, longitudinal curriculum across the four years of medical school. In this article we describe one aspect of the curriculum - four self-contained 'summits' - which can be used as a template for others seeking to develop a curriculum focusing on social accountability and engagement with community and governmental partners. During these multi-day applied educational experiences, medical students engage with key stakeholders, community members, community-based organizations, and state and national agencies to develop innovative approaches to engage in advocacy and population health. Enhanced medical school curricula focusing on the development of socially accountable clinician-citizens is an urgent need to develop more meaningful clinical-community interventions, support professional development, put context on the impact of health-related social needs on patients and families, and transform healthcare delivery and policy through greater community connection and advocacy.

通过采用“上游”健康的根本决定因素的整体观点,医生可以制定更有效的战略,在日益多样化和复杂的社会中促进健康和减少卫生不公平现象。公共卫生侧重于通过个人和社会的有组织努力预防疾病和促进健康。人口健康关注的是一群人的健康结果。我们设计了临床公共卫生课程,这是乔治华盛顿大学医学与健康科学学院设计的一个教学框架,它打破了医学学生在教学公共和人口健康教学、患者护理和社区参与之间的传统孤岛。它旨在通过四年医学院的综合纵向课程培养对社会负责的临床医生公民。在本文中,我们描述了课程的一个方面——四个独立的“峰会”——这可以作为一个模板,供其他寻求开发侧重于社会责任和与社区和政府合作伙伴参与的课程的人使用。在这些多天的应用教育经验中,医学生与主要利益相关者、社区成员、社区组织以及州和国家机构合作,开发创新方法,参与宣传和人口健康。迫切需要加强医学院课程,重点发展对社会负责的临床医生公民,以制定更有意义的临床社区干预措施,支持专业发展,了解与健康有关的社会需求对患者和家庭的影响,并通过加强社区联系和宣传来改变医疗保健服务和政策。
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引用次数: 0
Optimizing cost-effectiveness in remote objective structured clinical examinations through targeted double scoring methodologies. 通过有针对性的双重评分方法优化远程客观结构化临床检查的成本效益。
IF 3.1 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-02-18 DOI: 10.1080/10872981.2025.2467477
Zhihui Fu, Yuhong Wu, Lingling Xu, Fen Cai, Ren Liu, Zhehan Jiang

The remote Objective Structured Clinical Examination (OSCE) is a cornerstone of medical education, enabling structured and objective assessment of clinical skills, communication, and patient-centered care. However, its widespread adoption has introduced challenges related to cost-effectiveness and efficient use of rater resources. Traditional double scoring (DS) ensures reliability but is labor-intensive and costly, especially in large-scale assessments. To address these challenges, this study introduces Targeted Double Scoring (TDS), a novel methodology that selectively applies DS to specific score ranges, particularly those near the pass/fail threshold. The study was conducted using data from a pilot remote OSCE administered to 550 clinical medicine undergraduates in China. The OSCE consisted of three stations: Clinical Reasoning (CR), Physical Examination (PE), and Fundamental Skills (FS). Each station was scored remotely by two raters, with a cut-off score of 60 out of 100. The TDS methodology was modeled based on the OSCE's DS design and fitted with scoring data. A decision-theoretic approach identified optimal Critical Score Ranges (CSRs) for targeted double scoring, balancing reliability and cost-effectiveness. The findings show that TDS significantly reduces rater workload and costs while maintaining high reliability and fairness. For instance, TDS achieved up to 70% cost savings compared to traditional DS under certain configurations. The study also highlights the flexibility of TDS, which can be tailored to different OSCE designs and scoring rubrics. These results have broad implications for medical education, especially in resource-constrained settings where optimizing assessment efficiency is critical. This study provides a practical solution to the cost-related challenges of remote OSCEs and offers a framework for adopting TDS in assessments. By focusing raters on critical score ranges, TDS maintains rigorous and fair evaluations without overburdening faculty or exceeding budgets. Future research should explore TDS scalability and its integration with emerging technologies like artificial intelligence to enhance efficiency and reliability.

远程客观结构化临床检查(OSCE)是医学教育的基石,能够对临床技能、沟通和以患者为中心的护理进行结构化和客观的评估。然而,它的广泛采用带来了与成本效益和有效利用水资源有关的挑战。传统的双重评分(DS)保证了可靠性,但在大规模的评估中需要耗费大量的人力和成本。为了应对这些挑战,本研究引入了目标双重评分(TDS),这是一种有选择地将DS应用于特定分数范围的新方法,特别是那些接近及格/不及格阈值的分数。该研究使用来自欧安组织远程试点的数据,对中国550名临床医学本科生进行管理。欧安组织包括三个站:临床推理(CR),体格检查(PE)和基本技能(FS)。每个电视台都由两名评分员远程评分,满分为100分,分界点为60分。TDS方法以欧安组织的DS设计为基础,并与评分数据相匹配。决策理论方法确定了目标双重评分的最优临界评分范围(CSRs),平衡了可靠性和成本效益。研究结果表明,TDS在保持高可靠性和公平性的同时,显著降低了评估人员的工作量和成本。例如,在某些配置下,与传统DS相比,TDS可以节省高达70%的成本。该研究还强调了TDS的灵活性,它可以根据欧安组织的不同设计和评分标准进行调整。这些结果对医学教育具有广泛的影响,特别是在资源受限的环境中,优化评估效率至关重要。本研究为远程oses的成本相关挑战提供了一个实用的解决方案,并为在评估中采用TDS提供了一个框架。通过将评分者集中在关键分数范围上,TDS保持了严格和公平的评估,而不会给教师带来过重的负担或超出预算。未来的研究应探索TDS的可扩展性及其与人工智能等新兴技术的集成,以提高效率和可靠性。
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引用次数: 0
Test anxiety, emotional regulation and academic performance among medical students: a qualitative study. 医学生考试焦虑、情绪调节与学业表现的质性研究
IF 3.1 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-05-17 DOI: 10.1080/10872981.2025.2505177
Nora Alshareef, Sabir Giga, Ian Fletcher

Medical school can be a difficult and emotionally turbulent experience for students. Test anxiety is very common among medical students and may impact their academic performance. However, there is a lack of qualitative studies on test anxiety and emotion regulation in relation to the academic performance of medical students. This study aims to examine the relationship between test anxiety and academic performance among medical students, exploring the role of emotion regulation and coping strategies in managing test anxiety during examinations. The study involved 22 medical students from one Saudi medical school who participated in semi-structured interviews. The interviews were recorded and transcribed verbatim. A thematic analysis was conducted on the transcribed data, resulting in the identification of four key themes. The emerging themes are test anxiety, academic performance, emotion regulation, and other coping strategies. Students' anxiety can vary from a source of motivation to a severe obstacle. It impacts their theoretical understanding, practical abilities, and the evaluation criteria used to assess academic achievement. However, some students use both adaptive and maladaptive emotion regulation strategies. Promoting emotion regulation and various coping mechanisms to address test anxiety in medical students is essential to enhance their academic performance and prepare them for future healthcare professions.

对学生来说,医学院可能是一段艰难而情绪动荡的经历。考试焦虑在医学生中很常见,可能会影响他们的学习成绩。然而,关于医学生考试焦虑和情绪调节与学业成绩关系的定性研究缺乏。本研究旨在探讨医学生考试焦虑与学业成绩的关系,探讨情绪调节和应对策略在管理考试焦虑中的作用。该研究涉及来自沙特一所医学院的22名医学生,他们参加了半结构化访谈。采访被逐字记录下来。对转录的数据进行了专题分析,从而确定了四个关键主题。新出现的主题是考试焦虑、学习成绩、情绪调节和其他应对策略。学生的焦虑可能是一种动力来源,也可能是一个严重的障碍。它影响他们的理论理解,实践能力,以及用于评估学术成就的评估标准。然而,一些学生同时使用适应性和非适应性情绪调节策略。促进情绪调节和各种应对机制来解决医学生的考试焦虑,对于提高他们的学习成绩和为未来的医疗保健职业做好准备至关重要。
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引用次数: 0
A novel simulation paradigm for medical ICU cardiopulmonary arrest training: the in situ mirror simulation. 一种新的ICU心肺骤停训练模拟模式:原位镜像模拟。
IF 3.1 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-07-03 DOI: 10.1080/10872981.2025.2528355
Meenu Johnkutty, Harry Kuperstein, Fatima Koroma, Jessi Chen, James Mattson, Sahar Ahmad

Simulation training aims to increase exposure to high-stakes low-frequency events like cardiac arrest. However, within our laboratory-based simulation program, we have observed limited buy-in from internal medicine (IM) residents due to competing patient care obligations and a limited fidelity environment. Mirroring patient data within in situ simulation may provide relevance to ongoing resident patient care obligations, increasing buy-in and confidence in management. Clinical data from presently admitted patients in our institution's medical intensive care unit (MICU) was 'mirrored' to create cardiac arrest simulations. Simulations took place in a vacant MICU patient room with resuscitation equipment, including a code cart, saline-substituted medications, and a mannequin capable of endotracheal intubation. The trainee team consisted of one post-graduate year (PGY) 3 IM resident, two PGY-1 residents, and a critical care fellow. A pre- and post-survey was administered to the PGY-3 IM resident to assess confidence in performing technical and non-technical skills. An advanced cardiac life support (ACLS) instructor evaluated PGY-3 IM resident performance using a skills checklist. Eighty-three percent of PGY 3 residents endorsed changes to their practice following the simulation. Confidence increased in skills related to flexible decision-making skills but not for fixed skills such as following ACLS protocol. Qualitative feedback highlighted realism, spontaneity, and debriefing sessions as the most valuable aspects of the program. In situ mirror simulation may be a useful adjunct for IM residency programs suffering similar concerns with learner motivation during laboratory simulation.

模拟训练的目的是增加对心脏骤停等高风险低频率事件的接触。然而,在我们基于实验室的模拟程序中,我们观察到由于竞争患者护理义务和有限的保真环境,内科(IM)住院医师的购买有限。在现场模拟中镜像患者数据可以为正在进行的住院患者护理义务提供相关性,增加对管理的支持和信心。目前在我们机构的医疗重症监护室(MICU)入院的患者的临床数据被“镜像”,以创建心脏骤停模拟。模拟是在一个空的MICU病房里进行的,病房里有复苏设备,包括急救车、盐替代药物和一个能够进行气管插管的人体模型。实习团队由一名研究生3年级(PGY) IM住院医师,两名PGY-1住院医师和一名重症监护研究员组成。对PGY-3 IM住院医师进行了前后调查,以评估他们对执行技术和非技术技能的信心。一名高级心脏生命支持(ACLS)讲师使用技能清单评估PGY-3 IM住院医师的表现。在模拟之后,83%的PGY 3居民赞同改变他们的做法。对灵活决策技能相关技能的信心增加,但对遵循ACLS协议等固定技能的信心没有增加。定性反馈强调现实性、自发性和汇报会议是该计划最有价值的方面。在原位镜像模拟可能是一个有用的辅助IM住院医师计划在实验室模拟中遇到类似的学习者动机问题。
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引用次数: 0
Building a program of research in medical education: recommendations from the professional literature. 建立医学教育研究计划:来自专业文献的建议。
IF 3.8 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-08-12 DOI: 10.1080/10872981.2025.2546869
Rebekah Cole

Medical educators are increasingly expected to engage in impactful scholarship. However, many struggle to progress beyond isolated studies toward developing cohesive, sustainable programs of research that establish scholarly identity and contribute meaningfully to the field. Although literature exists on faculty development and individual research projects, comprehensive guidance for building a unified research trajectory in medical education remains limited. This narrative review aimed to identify and synthesize recommendations from the professional literature on developing a program of research in medical education. Searches of PubMed, MEDLINE, and Web of Science for English-language publications from January 2005 to April 2024 used terms such as 'medical education,' 'program of research,' and 'research productivity.' Twenty-five articles meeting inclusion criteria - including empirical studies, reviews, and perspectives offering practical guidance - were reviewed and analyzed thematically. Eight key strategies emerged for building a research program: (1) defining a focused program of research around core questions; (2) aligning research with institutional priorities to leverage support and resources; (3) grounding inquiries in theoretical and conceptual frameworks to enhance rigor; (4) transitioning from isolated studies to a cohesive research agenda; (5) identifying and securing resources, including mentorship and funding; (6) disseminating work strategically to maximize impact; (7) cultivating mentorship and collaborative networks; and (8) sustaining momentum while mitigating burnout risks. Despite these insights, significant gaps remain, including the lack of empirically tested frameworks specific to building programs of research in medical education and limited understanding of how these strategies apply across diverse institutional or cultural contexts. Developing a program of research in medical education requires deliberate focus, strategic alignment, and collaborative engagement. The synthesized recommendations offer practical pathways for educators aiming to enhance scholarly identity and productivity. Future research should explore the implementation and effectiveness of these strategies across varied settings to advance faculty development and the field's scholarly impact.

人们越来越期望医学教育工作者从事有影响力的学术研究。然而,许多人努力超越孤立的研究,发展有凝聚力的、可持续的研究项目,以建立学术身份,并为该领域做出有意义的贡献。虽然有关于教师发展和个人研究项目的文献,但在医学教育中建立统一研究轨迹的综合指导仍然有限。这篇叙述性综述旨在识别和综合从专业文献中提出的关于发展医学教育研究项目的建议。从2005年1月到2024年4月,在PubMed、MEDLINE和Web of Science上搜索英语出版物时,使用了“医学教育”、“研究计划”和“研究生产力”等术语。符合入选标准的25篇文章——包括实证研究、综述和提供实践指导的观点——被审查和分析。建立研究计划的八个关键策略:(1)围绕核心问题确定一个重点研究计划;(2)使研究与机构优先事项保持一致,以充分利用支持和资源;(3)基于理论和概念框架的调查,以提高严谨性;(4)从孤立的研究向有凝聚力的研究议程转变;(5)确定并确保资源,包括指导和资金;(6)战略性地开展宣传工作,使影响最大化;(7)培育师徒关系和协作网络;(8)在保持动力的同时减轻倦怠风险。尽管有这些见解,但仍存在重大差距,包括缺乏专门用于建立医学教育研究计划的经验检验框架,以及对这些策略如何适用于不同机构或文化背景的理解有限。制定医学教育研究计划需要深思熟虑的重点、战略协调和协作参与。综合建议为旨在提高学术身份和生产力的教育工作者提供了切实可行的途径。未来的研究应该探索这些策略在不同环境下的实施和有效性,以促进教师发展和该领域的学术影响。
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引用次数: 0
Procedural training for internal medicine residents pursuing subspecialty training: a national survey of fellowship program directors. 追求专科培训的内科住院医师的程序性培训:一项对奖学金项目主任的全国调查。
IF 3.1 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-04-30 DOI: 10.1080/10872981.2025.2499050
Effie Singas, Julie Schwartzman-Morris, Matthew J Whitson, Humza Bashir, Sonia Jacome, Karen A Friedman

In 2019, the American Board of Internal Medicine (ABIM) changed procedural requirements for internal medicine (IM) residents, emphasizing that IM residents should 'have the opportunity to develop competence in procedures which will further their development as fellows in their chosen subspecialty'. While residents need to perform procedures, 'not all residents need to perform all procedures'. We sought to identify which procedures IM fellowship directors (FD) prefer graduating residents entering their fellowships have experience with and competence to perform. A total of (N = 1,463) FDs in the fifteen subspecialties of medicine were identified through the ACGME website and reached via email with a REDCap link to access the survey. The survey was developed amongst the primary authors and included demographic questions and a list of procedures. For each procedure listed, FDs were asked to indicate whether incoming fellows should have knowledge and understanding of, some experience but not competence in, or competence to perform the procedure. The survey also included Likert scale questions aimed at understanding FD attitudes regarding the value of learning procedures during IM training and a free text response soliciting their opinion on the ABIM change in procedure requirements. A total of 424 surveys were completed by FDs from the 15 ABIM subspecialties. Most of the FDs in 8 of 15 subspecialties indicated they preferred incoming fellows have competence in 1-10 (mean 5) of 19 procedures listed and these varied by specialty. One hundred free text responses were received and assigned to one or more themes. This survey can provide guidance to IM program directors and residents applying to subspecialties to tailor their procedural training to the specialty of their choosing.

2019年,美国内科医学委员会(ABIM)改变了对内科医生(IM)住院医生的程序要求,强调内科医生(IM)住院医生应该“有机会发展程序能力,这将进一步促进他们作为所选专科研究员的发展”。虽然住院医生需要做手术,但“并不是所有的住院医生都需要做所有的手术”。我们试图确定哪些程序IM奖学金主任(FD)更喜欢毕业住院医师进入他们的奖学金有经验和能力执行。通过ACGME网站共确定了15个医学亚专科的FDs (N = 1463),并通过带有REDCap链接的电子邮件联系到调查。这项调查是由主要作者共同制定的,包括人口统计问题和一系列程序。对于所列的每一项程序,研究人员都被要求指出,即将入职的研究员是否应该有知识和理解,是否应该有一些经验但不具备执行程序的能力,或者是否应该有能力执行程序。调查还包括李克特量表问题,旨在了解FD对IM培训期间学习程序价值的态度,以及征求他们对ABIM程序要求变化的意见的自由文本回复。来自15个ABIM亚专科的FDs共完成了424项调查。15个亚专科中有8个专科的大多数fd表示,他们更喜欢在列出的19项手术中有1-10项(平均5项)能力的新入职研究员,这些能力因专科而异。收到了100个免费文本回复,并将其分配给一个或多个主题。这项调查可以为IM项目主管和申请亚专业的住院医生提供指导,以根据他们选择的专业定制他们的程序培训。
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引用次数: 0
Digital health competences and AI beliefs as conditions for the practice of evidence-based medicine: a study of prospective physicians in Canada. 数字健康能力和人工智能信念作为循证医学实践的条件:对加拿大未来医生的研究。
IF 3.1 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-01-31 DOI: 10.1080/10872981.2025.2459910
Gerit Wagner, Mickaël Ringeval, Louis Raymond, Guy Paré

Background: The practice of evidence-based medicine (EBM) has become pivotal in enhancing medical care and patient outcomes. With the diffusion of innovation in healthcare organizations, EBM can be expected to depend on medical professionals' competences with digital health (dHealth) and artificial intelligence (AI) technologies.

Objective: We aim to investigate the effect of dHealth competences and perceptions of AI on the adoption of EBM among prospective physicians. By focusing on dHealth and AI technologies, the study seeks to inform the redesign of medical curricula to better prepare students for the demands of evidence-based medical practice.

Methods: A cross-sectional survey was administered online to students at the University of Montreal's medical school, which has approximately 1,400 enrolled students. The survey included questions on students' dHealth competences, perceptions of AI, and their practice of EBM. Using structural equation modeling (SEM), we analyzed data from 177 respondents to test our research model.

Results: Our analysis indicates that medical students possess foundational knowledge competences of dHealth technologies and perceive AI to play an important role in the future of medicine. Yet, their experiential competences with dHealth technologies are limited. Our findings reveal that experiential dHealth competences are significantly related to the practice of EBM (β = 0.42, p < 0.001), as well as students' perceptions of the role of AI in the future of medicine (β = 0.39, p < 0.001), which, in turn, also affect EBM (β = 0.19, p < 0.05).

Conclusions: The study underscores the necessity of enhancing students' competences related to dHealth and considering their perceptions of the role of AI in the medical profession. In particular, the low levels of experiential dHealth competences highlight a promising starting point for training future physicians while simultaneously strengthening their practice of EBM. Accordingly, we suggest revising medical curricula to focus on providing students with practical experiences with dHealth and AI technologies.

背景:循证医学(EBM)的实践已成为提高医疗保健和患者的结果的关键。随着创新在医疗保健组织中的传播,EBM可以预期依赖于医疗专业人员在数字健康(dHealth)和人工智能(AI)技术方面的能力。目的:我们的目的是调查dHealth能力和人工智能对未来医生采用循证医学的影响。通过关注数字健康和人工智能技术,该研究旨在为医学课程的重新设计提供信息,以更好地为学生提供循证医学实践的需求。方法:对蒙特利尔大学医学院约1400名在校生进行在线横断面调查。调查的问题包括学生的dHealth能力、对人工智能的看法以及他们对循证医学的实践。我们使用结构方程模型(SEM)对177名受访者的数据进行分析,以验证我们的研究模型。结果:我们的分析表明,医学生拥有dHealth技术的基础知识能力,并认为AI在未来医学中发挥重要作用。然而,他们对数字健康技术的经验能力是有限的。我们的研究结果显示,体验性数字健康能力与EBM实践显著相关(β = 0.42, p p p)。结论:该研究强调了提高学生与数字健康相关的能力的必要性,并考虑到他们对人工智能在医学专业中的作用的看法。特别是,低水平的体验式dHealth能力突出了培训未来医生的一个有希望的起点,同时加强了他们的EBM实践。因此,我们建议修改医学课程,重点为学生提供dHealth和人工智能技术的实践经验。
{"title":"Digital health competences and AI beliefs as conditions for the practice of evidence-based medicine: a study of prospective physicians in Canada.","authors":"Gerit Wagner, Mickaël Ringeval, Louis Raymond, Guy Paré","doi":"10.1080/10872981.2025.2459910","DOIUrl":"10.1080/10872981.2025.2459910","url":null,"abstract":"<p><strong>Background: </strong>The practice of evidence-based medicine (EBM) has become pivotal in enhancing medical care and patient outcomes. With the diffusion of innovation in healthcare organizations, EBM can be expected to depend on medical professionals' competences with digital health (dHealth) and artificial intelligence (AI) technologies.</p><p><strong>Objective: </strong>We aim to investigate the effect of dHealth competences and perceptions of AI on the adoption of EBM among prospective physicians. By focusing on dHealth and AI technologies, the study seeks to inform the redesign of medical curricula to better prepare students for the demands of evidence-based medical practice.</p><p><strong>Methods: </strong>A cross-sectional survey was administered online to students at the University of Montreal's medical school, which has approximately 1,400 enrolled students. The survey included questions on students' dHealth competences, perceptions of AI, and their practice of EBM. Using structural equation modeling (SEM), we analyzed data from 177 respondents to test our research model.</p><p><strong>Results: </strong>Our analysis indicates that medical students possess foundational knowledge competences of dHealth technologies and perceive AI to play an important role in the future of medicine. Yet, their experiential competences with dHealth technologies are limited. Our findings reveal that experiential dHealth competences are significantly related to the practice of EBM (β = 0.42, <i>p</i> < 0.001), as well as students' perceptions of the role of AI in the future of medicine (β = 0.39, <i>p</i> < 0.001), which, in turn, also affect EBM (β = 0.19, <i>p</i> < 0.05).</p><p><strong>Conclusions: </strong>The study underscores the necessity of enhancing students' competences related to dHealth and considering their perceptions of the role of AI in the medical profession. In particular, the low levels of experiential dHealth competences highlight a promising starting point for training future physicians while simultaneously strengthening their practice of EBM. Accordingly, we suggest revising medical curricula to focus on providing students with practical experiences with dHealth and AI technologies.</p>","PeriodicalId":47656,"journal":{"name":"Medical Education Online","volume":"30 1","pages":"2459910"},"PeriodicalIF":3.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11789221/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143075862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","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 the significance of medical humanities in shaping internship performance: insights from curriculum categories. 探索医学人文学科在塑造实习表现中的意义:来自课程类别的见解。
IF 3.1 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-12-01 Epub Date: 2025-01-25 DOI: 10.1080/10872981.2024.2444282
Chao Ting Chen, Anna Y Q Huang, Po-Hsun Hou, Ji-Yang Lin, His-Han Chen, Shiau-Shian Huang, Stephen J H Yang

Background: Medical Humanities (MH) curricula integrate humanities disciplines into medical education to nurture essential qualities in future physicians. However, the impact of MH on clinical competencies during formative training phases remains underexplored. This study aimed to determine the influence of MH curricula on internship performance.

Methods: The academic records of 1364 medical students across 8 years of admission cohorts were analyzed. Performance in basic sciences, clinical skills, MH, and internship rotations were investigated, including the subgroup analysis of MH curricula. Ten-fold cross-validation machine learning models (support vector machines, logistic regression, random forest) were performed to predict the internship grades. In addition, multiple variables regression was done to know the independent impact of MH on internship grades.

Results: MH showed the important roles in predicting internship performance in the machine learning model, with substantially reduced predictive accuracy after excluding MH variables (e.g. Area Under the Curve (AUC) declining from 0.781 to 0.742 in logistic regression). Multiple variables regression revealed that MH, after controlling for the scores of other subjects, has the highest odds ratio (OR: 1.29, p < 0.0001) on internship grades. MH explained 29.49% of the variance in internship grades as the primary variable in stepwise regression. In the subgroup analysis of MH curricula, Medical Sociology and Cultural Studies, as well as Communication Skills and Interpersonal Relationships, stood out with AUC values of 0.710 and 0.705, respectively, under logistic regression.

Conclusion: MH had the strongest predictive association with clinical competence during formative internship training, beyond basic medical sciences. Integrating humanities merits greater prioritization in medical curricula to nurture skilled, compassionate physicians. Further research should investigate the longitudinal impacts of humanities engagement.

背景:医学人文学科(MH)课程将人文学科融入医学教育,以培养未来医生的基本素质。然而,在形成性培训阶段,MH对临床能力的影响仍未得到充分探讨。本研究旨在确定MH课程对实习绩效的影响。方法:对8年招生队列中1364名医学生的学习成绩进行分析。在基础科学、临床技能、MH和实习轮转方面的表现进行了调查,包括MH课程的亚组分析。采用十倍交叉验证机器学习模型(支持向量机、逻辑回归、随机森林)预测实习成绩。此外,我们还进行了多变量回归,以了解MH对实习成绩的独立影响。结果:在机器学习模型中,MH在预测实习表现方面发挥了重要作用,在排除MH变量后(例如,在逻辑回归中,曲线下面积(AUC)从0.781下降到0.742),预测精度大大降低。多变量回归显示,在控制其他科目的得分后,MH的比值比最高(OR: 1.29, p)。结论:除了基础医学之外,MH与形成性实习训练期间的临床能力有最强的预测关联。整合人文学科值得在医学课程中更优先考虑,以培养熟练、富有同情心的医生。进一步的研究应该调查人文学科参与的纵向影响。
{"title":"Exploring the significance of medical humanities in shaping internship performance: insights from curriculum categories.","authors":"Chao Ting Chen, Anna Y Q Huang, Po-Hsun Hou, Ji-Yang Lin, His-Han Chen, Shiau-Shian Huang, Stephen J H Yang","doi":"10.1080/10872981.2024.2444282","DOIUrl":"10.1080/10872981.2024.2444282","url":null,"abstract":"<p><strong>Background: </strong>Medical Humanities (MH) curricula integrate humanities disciplines into medical education to nurture essential qualities in future physicians. However, the impact of MH on clinical competencies during formative training phases remains underexplored. This study aimed to determine the influence of MH curricula on internship performance.</p><p><strong>Methods: </strong>The academic records of 1364 medical students across 8 years of admission cohorts were analyzed. Performance in basic sciences, clinical skills, MH, and internship rotations were investigated, including the subgroup analysis of MH curricula. Ten-fold cross-validation machine learning models (support vector machines, logistic regression, random forest) were performed to predict the internship grades. In addition, multiple variables regression was done to know the independent impact of MH on internship grades.</p><p><strong>Results: </strong>MH showed the important roles in predicting internship performance in the machine learning model, with substantially reduced predictive accuracy after excluding MH variables (e.g. Area Under the Curve (AUC) declining from 0.781 to 0.742 in logistic regression). Multiple variables regression revealed that MH, after controlling for the scores of other subjects, has the highest odds ratio (OR: 1.29, <i>p</i> < 0.0001) on internship grades. MH explained 29.49% of the variance in internship grades as the primary variable in stepwise regression. In the subgroup analysis of MH curricula, Medical Sociology and Cultural Studies, as well as Communication Skills and Interpersonal Relationships, stood out with AUC values of 0.710 and 0.705, respectively, under logistic regression.</p><p><strong>Conclusion: </strong>MH had the strongest predictive association with clinical competence during formative internship training, beyond basic medical sciences. Integrating humanities merits greater prioritization in medical curricula to nurture skilled, compassionate physicians. Further research should investigate the longitudinal impacts of humanities engagement.</p>","PeriodicalId":47656,"journal":{"name":"Medical Education Online","volume":"30 1","pages":"2444282"},"PeriodicalIF":3.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11770856/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143042157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Medical Education Online
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