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Return on investment: a qualitative approach to understanding the value of undergraduate medical education from the perspective of health system and academic leaders. 投资回报:从卫生系统和学术领袖的角度理解本科医学教育价值的定性方法。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-12 DOI: 10.1093/acamed/wvaf084
Jennifer E Adams, Anna Neumeier, Michelle Kiger, Sheilah Jiménez, Read Pierce, Tai Lockspeiser, Troy Kincaid, Ann Poncelet

Purpose: Teaser: This study examines perceptions of systems leaders about the value of stude nt education illuminating non-financial motivators for investing in UME.Medical schools prioritize education as central to their mission; however, most exist within complex academic medical centers and health care systems where prioritization of education, clinical, and research missions varies. Support for medical student education has diminished in many settings. This study aimed to understand how leaders broadly consider the value of medical student education programs and consequently make choices to invest resources in undergraduate medical education (UME).

Method: Value measurement methodology (VMM) was used to develop a semistructured interview guide to assess value across 5 domains: individual, operational, financial, social and societal, and strategic and political. Hospital executives, department chairs, and deans from 4 health care systems affiliated with the University of Colorado School of Medicine participated in interviews from November 2023 to March 2024. A hybrid thematic analysis was performed using the VMM framework.

Results: Twenty-nine leaders across systems and departments were interviewed. Leaders consider the value of UME aligned with their strategic priorities. Leaders ascribed both tactical and symbolic value to investments in student education and considered student impact on their current and future workforce as well as their mission. Student education is perceived as a connecting force between academic missions, attracting talented faculty, and encouraging reciprocity of learning in clinical settings. Leaders voiced responsibility to train the next generation and influence how the future workforce is trained.

Conclusions: The strongest reason leaders invest in student education is return on investment: education is an upfront cost, but value manifests in anticipated mission and workforce outcomes. Understanding how leaders consider the value of UME is paramount as medical educators propose collaborative efforts to enhance investment in clinician educators and curricular efforts.

目的:提示:本研究考察了系统领导者对学生教育价值的看法,说明了投资于自主教育的非财务动机。医学院将教育作为其使命的中心;然而,大多数存在于复杂的学术医疗中心和卫生保健系统中,其中教育,临床和研究任务的优先级各不相同。在许多情况下,对医学生教育的支持已经减少。本研究旨在了解领导者如何广泛地考虑医学生教育计划的价值,从而选择在本科医学教育(UME)上投入资源。方法:使用价值测量方法(VMM)开发半结构化访谈指南,以评估五个领域的价值:个人,运营,财务,社会和社会以及战略和政治。从2023年11月到2024年3月,来自科罗拉多大学医学院附属的4个医疗保健系统的医院主管、系主任和院长参加了采访。使用VMM框架进行混合主题分析。结果:对29位跨系统、跨部门的领导进行了访谈。领导者认为UME的价值与他们的战略重点是一致的。领导者认为,对学生教育的投资具有战术和象征意义,并考虑到学生对他们当前和未来的劳动力以及他们的使命的影响。学生教育被认为是学术使命之间的联系力量,吸引有才华的教师,并鼓励在临床环境中学习的互惠。领导人表示有责任培训下一代,并影响未来劳动力的培训方式。结论:领导者投资学生教育的最重要原因是投资回报:教育是一项前期成本,但价值体现在预期的使命和劳动力成果中。了解领导者如何看待UME的价值是至关重要的,因为医学教育者建议合作努力,以增加对临床医生教育者和课程努力的投资。
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引用次数: 0
Impact of improvisational theater training on the resiliency of medical students: a mixed-methods study. 即兴戏剧训练对医学生心理弹性的影响:一项混合方法研究。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf079
Ankit Mehta, Lisa Yanez-Fox, Nilesh Shah, Jeff Katzman, Pamela Garcia-Filion, Howard Silverman

Purpose: Clinician burnout is a health care crisis, especially for medical trainees, with few evidence-based curricula on durable resiliency skills. The researchers hypothesize that a curriculum fostering uncertainty tolerance, self-compassion, and adaptive thinking can enhance medical students' resilience. Applied improvisation, derived from the principles of unscripted, collaborative theater, has been used to strengthen clinicians' interpersonal and communication skills. This study investigates the potential impact of improvisation-based training on medical students' capacity to tolerate uncertainty, cultivate self-awareness, and build resilience.

Method: All first-year medical students at The University of Arizona College of Medicine-Phoenix attended four 3-hour mandatory applied improvisation training sessions during 15 months (2022-2024). A mixed-methods approach was used to expand knowledge of the educational process, content, and impacts. Quantitative data included 3 validated scales: Intolerance of Uncertainty Scale 12 (IUS-12), Self-Compassion Scale (SCS), and the Connor-Davidson Resilience Scale (CD-RISC). Qualitative data included brief text responses to a set of question prompts, anonymous feedback collected in the live postsession debrief, and a reflective writing assignment analyzed for key themes and various aspects of the improvisational training.

Results: Of the 118 students, 108 (92%) consented to participate in this study, and 84 (76%) completed all quantitative and qualitative instruments. The quantitative data showed statistically significant improvement in the SCS over time (mean [95% CI] change in score from session 1: -0.01 [-0.11 to 0.09] for session 2, 0.05 [-0.05 to 0.15] for session 3, and 0.12 [0.02-0.22] for session 4; P = .04), with no significant improvement on the IUS-12 or CD-RISC. The qualitative data indicated that most participants experienced an overall positive impact, with a few reporting disliking the content and nature of improvisation training.

Conclusions: These findings carry potential implications for curricular design in filling a crucial gap of teaching uncertainty tolerance, self-compassion, and resiliency to medical students.

目的:临床医生职业倦怠是一种医疗保健危机,特别是对医疗培训生来说,很少有关于持久弹性技能的循证课程。研究人员假设,培养不确定性容忍、自我同情和适应性思维的课程可以增强医学生的适应能力。应用即兴,源于无剧本,协作戏剧的原则,已被用于加强临床医生的人际交往和沟通技巧。本研究旨在探讨即兴训练对医学生容忍不确定性、培养自我意识和建立弹性能力的潜在影响。方法:所有亚利桑那大学医学院的一年级医学生在15个月内(2022-2024)参加了4次3小时的强制性应用即兴训练课程。一种混合方法的方法被用来扩展教育过程、内容和影响的知识。定量数据包括3个有效量表:不确定性不耐受量表12 (IUS-12)、自我同情量表(SCS)和康纳-戴维森弹性量表(CD-RISC)。定性数据包括对一系列问题的简短文本回答,在现场会后汇报中收集的匿名反馈,以及对关键主题和即兴训练各个方面进行分析的反思性写作作业。结果:118名学生中,108名(92%)同意参加本研究,84名(76%)完成了所有定量和定性工具。定量数据显示,随着时间的推移,SCS的改善具有统计学意义(第1阶段评分的平均[95% CI]变化:第2阶段为-0.01[-0.11至0.09],第3阶段为0.05[-0.05至0.15],第4阶段为0.12[0.02至0.22];P = 0.04),而IUS-12或CD-RISC没有显著改善。定性数据表明,大多数参与者经历了总体积极的影响,有少数人报告不喜欢即兴训练的内容和性质。结论:本研究结果对填补医学生在教学不确定性容忍、自我同情和弹性方面的重要空白的课程设计具有潜在的启示。
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引用次数: 0
Wellbeing vs competency? Debunking the false dichotomy in medical education. 幸福vs能力?揭穿医学教育中的错误二分法。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf081
Victor Do, Melanie Lewis, Henry Li

Numerous studies have shown that medical learners experience poorer wellbeing than their counterparts in the general population. Over the last decade, medical learner wellbeing has become front-of-mind for educators and administrators, which has helped drive systematic improvements in learning and working environments. However, as awareness has grown on the importance of learner wellbeing, a parallel narrative has emerged that questions whether these initiatives are impacting the development of medical competency. In this article, the authors argue that the false dichotomy of wellbeing vs competency stems from a historical medical culture that prized self-sacrifice and "toughness" as markers of competence. There is no doubt that professional growth in medicine requires elements of discomfort and uncertainty. However, the line between productive stress and harm has historically been blurred and pushed by medical training. This culture of "toughness" consequently reinforces a harmful hidden curriculum that dissuades learners from raising appropriate concerns about excessive workloads and mistreatment. However, the evidence is clear that enhanced learner wellbeing promotes competency and patient safety, rather than detracts from it. The authors, therefore, propose a set of actionable steps to support both the personal health and professional development of learners. This includes distinguishing between necessary and unnecessary discomfort, integrating wellbeing into continuous quality improvement, fostering open and safe dialogue between learners and faculty, as well as committing to a cultural shift in medical education that embeds wellbeing into structural systems and policies. Through recognizing wellbeing as an integral part of competency, learners can be supported to become highly skilled, resilient, and compassionate members of the health workforce. Teaser: Medical learner wellbeing is no longer a fringe concern-it is central to how we train competent, safe physicians. Yet as wellbeing initiatives have expanded, a worry has emerged: are we coddling learners at the expense of rigor? This article challenges that framing by arguing that the perceived trade-off between wellbeing and competency is a false dichotomy rooted in a culture that equates self-sacrifice and "toughness" with excellence. While growth in medicine inevitably involves discomfort and uncertainty, the boundary between productive challenge and preventable harm has historically been blurred, fueling a hidden curriculum that normalizes excessive workloads, silences learners, and undermines safety. Drawing on growing evidence, the authors show that supporting learner wellbeing strengthens-not weakens-competency and patient care. They propose concrete, actionable strategies to align wellbeing with professional development. Reframing wellbeing as foundational to competency is essential to developing skilled, resilient, and compassionate clinicians.

许多研究表明,医学学习者的幸福感比普通人差。在过去的十年中,医学学习者的健康已经成为教育工作者和管理人员的首要任务,这有助于推动学习和工作环境的系统改进。然而,随着人们对学习者健康重要性的认识日益增强,一种平行的叙述出现了,即这些举措是否影响了医疗能力的发展。在这篇文章中,作者认为,幸福与能力的错误二分法源于历史上的医学文化,这种文化将自我牺牲和“韧性”视为能力的标志。毫无疑问,医学的专业发展需要一些不舒服和不确定的因素。然而,生产压力和伤害之间的界限在历史上一直是模糊的,并被医疗培训所推动。因此,这种“强硬”的文化强化了有害的隐性课程,阻止学习者对过度的工作量和虐待提出适当的担忧。然而,有证据表明,增强的学习者幸福感促进了能力和患者安全,而不是减损。因此,作者提出了一套可操作的步骤,以支持学习者的个人健康和专业发展。这包括区分必要和不必要的不适,将健康纳入持续的质量改进,促进学习者和教师之间开放和安全的对话,以及致力于医学教育的文化转变,将健康纳入结构系统和政策。通过认识到健康是能力的一个组成部分,可以支持学习者成为高技能、适应力强和富有同情心的卫生工作者。导语:医学学习者的健康不再是一个边缘问题——它是我们如何培养称职、安全的医生的核心。然而,随着福利计划的扩大,一种担忧出现了:我们是在以牺牲严密性为代价来溺爱学习者吗?本文对这一框架提出了挑战,认为幸福感和能力之间的权衡是一种错误的二分法,这种二分法植根于一种将自我牺牲和“坚韧”等同于卓越的文化。虽然医学的发展不可避免地会带来不适和不确定性,但生产性挑战和可预防伤害之间的界限在历史上一直很模糊,助长了一种隐藏的课程,使过度的工作量正常化,使学习者沉默,并破坏了安全。根据越来越多的证据,作者表明,支持学习者的健康会加强——而不是削弱——能力和病人护理。他们提出了具体的、可操作的策略,将职业发展与幸福感结合起来。将健康重新定义为能力的基础,对于培养熟练、有弹性和富有同情心的临床医生至关重要。
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引用次数: 0
Implementing a shared services model in a matrixed academic medical center. 在矩阵型学术医疗中心中实现共享服务模型。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf056
Mary Ashley Canevaro, Jane Longshore, Douglas Bentley, Jennifer Cooner, Paige Dorman, Daron M Drew-Jelks, Rachelle Hall, Jessica Martindale, Ryan C Outman, Anupam Agarwal

Health care organizations often face challenges in managing risks, inefficiencies, fragmented processes, and duplicated efforts. In academic medicine, stakeholder engagement is also a pain point because lack of understanding or poor communication between departments and service providers creates friction. This article discusses why and how a school of medicine in a large academic medical center (AMC) implemented a shared services model and addressed key challenges. In the 6 years since its creation in 2019, the shared services model has promoted economies of scale, efficiencies, and high quality of work performed around the administrative functions of human resources, finance, research administration for preaward support services, communications, and facilities. In an AMC, this model ensures that units are consistently well supported in these functions and can focus their energies on the central mission areas of research, patient care, and education. This is especially relevant in the current climate, with the focus falling even more pointedly on efficiency and resource management in institutions that receive federal funding. Additionally, the model created an ecosystem of continuous information sharing and professional development. Importantly, it achieved these benefits without compromising individual units' autonomy and unique strengths, balancing centralized support with unit independence. The AMCs that adopt a shared services model often report benefits such as consistency, structure, collaboration, and flexibility. This combination leads to smoother operations, a more engaged workforce, and greater overall efficiency, creating a supportive environment that benefits faculty, staff, and the institution as a whole. The shared services model discussed in this article is generalizable and translatable to other AMCs as well as to large, complex organizations in both the private and public sectors that seek to improve efficiencies in administrative productivity and processes.

医疗保健组织经常面临管理风险、低效率、分散流程和重复工作方面的挑战。在学术医学中,利益相关者的参与也是一个痛点,因为部门和服务提供者之间缺乏理解或沟通不畅会产生摩擦。本文讨论了一家大型学术医疗中心(AMC)的医学院为何以及如何实现共享服务模型并解决关键挑战。自2019年创建以来的6年里,共享服务模式在人力资源、财务、奖前支持服务的研究管理、通信和设施等行政职能方面促进了规模经济、效率和高质量的工作。在AMC中,这种模式确保各单位在这些功能上得到持续良好的支持,并能将精力集中在研究、患者护理和教育等中心任务领域。在当前的环境下,这一点尤为重要,因为接受联邦资助的机构的效率和资源管理更加受到关注。此外,该模式创造了一个持续信息共享和专业发展的生态系统。重要的是,它在不损害单个单位的自主性和独特优势的情况下实现了这些好处,平衡了集中支持和单位独立性。采用共享服务模型的amc通常报告了一致性、结构、协作和灵活性等优点。这种结合使工作更顺畅,员工更投入,整体效率更高,创造了一个有利于教师、员工和整个机构的支持性环境。本文中讨论的共享服务模型是一般化的,可用于其他amc以及私营和公共部门中寻求提高管理生产力和流程效率的大型复杂组织。
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引用次数: 0
From compliance to commitment: supporting autonomous growth in competency-based medical education. 从服从到承诺:支持基于能力的医学教育的自主成长。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf090
Adam Neufeld, Ryan Smith, Gregory Guldner

Competency-based medical education (CBME) aims to modernize postgraduate training through developmental, learner--centered assessment. However, many residents still experience the process as procedural and detached from meaningful growth. Using self-determination theory, the authors examine how current CBME practices often undermine residents' needs for autonomy, competence, and relatedness, producing superficial compliance rather than internalization and authentic commitment. Beyond structural critique, they highlight agentic engagement-residents' proactive efforts to "pull" autonomy support and shape feedback-as an underused but essential lever for revitalizing CBME. Field notes and entrustable professional activities can serve as coaching tools rather than bureaucratic artifacts but only if situated within autonomy-supportive dialogue, trusting relationships, and competence-oriented feedback. Drawing from self-determination theory research, the authors outline evidence-based, need-supportive strategies for embedding CBME practices into routine workflows. Collectively, the recommendations offer educators a pragmatic guide for aligning assessment culture with resident motivation, professional identity formation, and well-being. Without motivational alignment, CBME risks remaining an exercise in form over substance.

以能力为基础的医学教育(CBME)旨在通过发展性的、以学习者为中心的评估来实现研究生培训的现代化。然而,许多居民仍然认为这个过程是程序性的,脱离了有意义的成长。利用自我决定理论,作者研究了当前的CBME实践如何经常破坏居民对自主性、能力和相关性的需求,产生表面的顺从,而不是内化和真实的承诺。除了结构性批评之外,他们强调了代理参与——居民积极努力“拉动”自治支持和形成反馈——作为振兴CBME的一个未充分利用但必不可少的杠杆。实地记录和可信赖的专业活动可以作为指导工具,而不是官僚主义的产物,但前提是要处于自主支持的对话、信任关系和以能力为导向的反馈中。从自我决定理论研究中,作者概述了将CBME实践嵌入日常工作流程的循证、需求支持策略。总的来说,这些建议为教育工作者提供了一个实用的指导,使评估文化与居民的动机、职业身份的形成和福祉保持一致。如果动机不一致,CBME就有可能成为一种形式大于实质的练习。
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引用次数: 0
Learning to manage: a qualitative exploration of how graduate medical trainees develop management reasoning. 学习管理:对医学研究生如何发展管理推理的定性探索。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf068
Andrew S Parsons, Karen Bryan, Charles Morris, Steven J Durning, Walther N K A van Mook, Michael S Ryan, Emily Abdoler

Purpose: Management reasoning, the process of making decisions about patient treatment, testing, and resource allocation, remains inadequately addressed in medical education. This qualitative study explored how graduate medical trainees develop management reasoning during medical school and residency.

Method: Between February and June 2024, focus groups were conducted with residents representing postgraduate years 2 to 4 from internal medicine, pediatrics, family medicine, and medicine-pediatrics at 2 US academic institutions. Using dual process theory and situated cognition theory as sensitizing concepts, focus groups explored trainees' experiences and perceptions of management reasoning learning and factors that shape their development. Reflexive thematic analysis was used to identify themes.

Results: Four focus groups with 28 residents yielded 4 themes characterizing the development of management reasoning: learning formats, factors supportive of learning, barriers to learning, and developmental trajectories. Residents developed management reasoning through experiential learning activities, such as actively managing patients, observing management practices by senior trainees and faculty clinicians, and interacting with patients, consultants, and peers. In contrast, structured educational activities typically emphasized diagnostic reasoning. Supportive factors contributing to management reasoning included verbalization of reasoning processes, opportunities for ownership, case repetition and variability within the clinical learning environment, individual learner characteristics such as preexisting knowledge base, and practices such as vulnerability and reflection. Barriers included minimized responsibility, lack of patient continuity or follow-up, hierarchy, and extrinsic cognitive load. Trainees described progression from rigid, guideline-dependent approaches toward more nuanced, patient-centered reasoning.

Conclusions: This study provides empirical evidence on how graduate medical trainees develop management reasoning along with actionable recommendations for educators to support this development. Findings highlight the need to intentionally design clinical environments to promote graduated autonomy and verbalization of reasoning by senior clinicians. Addressing identified barriers and maximizing supportive factors will help ensure that future clinicians can navigate the complexities of patient-centered management decisions.

目的:管理推理,即对患者治疗、检测和资源分配做出决策的过程,在医学教育中仍未得到充分解决。本质性研究探讨毕业医学受训人员在医学院和住院医师期间如何发展管理推理。方法:在2024年2月至6月期间,对来自美国两所学术机构的内科、儿科、家庭医学和医学-儿科学的研究生2至4年级的住院医师进行焦点小组调查。焦点小组以双重过程理论和情境认知理论为敏感概念,探讨学员对管理推理学习的经验和看法以及影响其发展的因素。反身性主位分析用于识别主位。结果:由28名住院医师组成的4个焦点小组得出了管理推理发展的4个主题:学习形式、支持学习的因素、学习障碍和发展轨迹。住院医师通过体验式学习活动发展管理推理,例如积极管理患者,观察资深实习生和教员临床医生的管理实践,以及与患者,顾问和同行互动。相反,结构化的教育活动通常强调诊断推理。有助于管理推理的支持性因素包括推理过程的语言化、所有权的机会、临床学习环境中的病例重复和可变性、个体学习者特征(如先前存在的知识基础)和实践(如脆弱性和反思)。障碍包括责任最小化、缺乏患者连续性或随访、等级制度和外在认知负荷。学员们描述了从僵化的、依赖指南的方法到更细致的、以患者为中心的推理的进展。结论:本研究为研究生医学培训生如何发展管理推理提供了经验证据,并为教育工作者提供了可操作的建议,以支持这一发展。研究结果强调需要有意识地设计临床环境,以促进高级临床医生的自主性和推理语言化。解决已确定的障碍和最大限度地发挥支持性因素将有助于确保未来的临床医生能够驾驭以患者为中心的管理决策的复杂性。
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引用次数: 0
Reframing medical student research beyond productivity: investing in mentorship. 重塑医学生的研究超越生产力:投资于指导。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf080
Mary Rojas, Mabel Perez-Oquendo, Sonia Lobo
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引用次数: 0
Capturing medical student encounters in the clinical learning environment for precision medical education. 捕捉医学生在临床学习环境中的遭遇,实现精准医学教育。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf089
Matthew A Silver, Jacqueline Xu, Jung G Kim, Michael H Kanter, Lindsay Mazotti

Problem: Undergraduate medical education (UME) often lacks detailed data on student learning in the clinical learning environment, instead relying on self-reported and observational assessments of student involvement in patient care. This reliance on subjective data can lead to inconsistencies and gaps in understanding student experiences during clinical encounters. The electronic health record (EHR) contains a wealth of data that could address these limitations but is underused in UME, limiting objective analysis of student encounters and hindering the ability to monitor and ensure consistent experiences across different clinical sites.

Approach: In 2020, a multidisciplinary team at the Kaiser Permanente Bernard J. Tyson School of Medicine used business intelligence software to develop dashboards that enhance analysis of student experiences in the clinical learning environment. Student encounters were identified using a unique EHR profile that enabled the capture of encounter-level data, which were then exported to a centralized dataset, facilitating creation of dashboards for comprehensive visualization and analysis of student experiences.

Outcomes: By 2024, 17 dashboards were created that included visit- and patient-specific data. The EHR-linked dashboards featured encounter-specific details (specialty, preceptor, visit type and specialty, chief concern, diagnoses) and patient-specific details (age, race, sex, language, interpreter use). This allowed the capture of student experiences and facilitated analysis of student quality and patient-reported experience metrics. The dashboards also served as feedback tools to ensure comparability between students and cohorts across clinical sites.

Next steps: The dissemination of individualized student dashboards enables insights into clinical experiences and identifies student contributions to patient care. By sharing rich data, students can pinpoint learning opportunities and faculty can better support curricular goals, advancing precision medical education strategies. This approach can serve as a model for empirical studies on how clinical learning environments shape student development and marks a necessary step toward personalized learning systems in UME.

问题:本科医学教育(UME)往往缺乏学生在临床学习环境中学习的详细数据,而是依赖于学生参与病人护理的自我报告和观察性评估。这种对主观数据的依赖可能导致对学生临床经验的理解不一致和空白。电子健康记录(EHR)包含丰富的数据,可以解决这些限制,但在UME中未得到充分利用,限制了对学生遭遇的客观分析,并阻碍了监测和确保不同临床站点的一致体验的能力。方法:2020年,Kaiser Permanente Bernard J. Tyson医学院(Kaiser Permanente Bernard J. Tyson School of Medicine)的一个多学科团队使用商业智能软件开发了仪表板,以增强对临床学习环境中学生体验的分析。使用独特的EHR配置文件识别学生遭遇,该配置文件可以捕获遭遇级别的数据,然后将这些数据导出到集中的数据集,从而促进仪表板的创建,以全面可视化和分析学生的经历。结果:到2024年,创建了17个仪表板,其中包括访问和患者特定数据。与ehr相关的仪表板显示了具体的细节(专业、导师、就诊类型和专业、主要关注点、诊断)和患者具体的细节(年龄、种族、性别、语言、翻译使用)。这允许捕获学生体验,并促进学生质量和患者报告的体验指标的分析。仪表板还可以作为反馈工具,以确保跨临床站点的学生和队列之间的可比性。下一步:个性化学生仪表板的传播使人们能够深入了解临床经验,并确定学生对患者护理的贡献。通过共享丰富的数据,学生可以确定学习机会,教师可以更好地支持课程目标,推进精准医学教育战略。这种方法可以作为临床学习环境如何影响学生发展的实证研究模型,标志着UME个性化学习系统的必要一步。
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引用次数: 0
Reading between the lines: evaluating an undergraduate medical education shared decision making curriculum via thematic and narrative analyses. 字里行间:通过主题和叙事分析评估本科医学教育共享决策课程。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf083
Jamie Burke, Mark J Kissler, Anthony Q Nguyen, Timothy Amass, Melissa L New

Purpose: Shared decision-making (SDM) is a vital component of patient-centered care. This study aims to identify key themes relevant to medical student experience with an SDM curriculum, as well as their depth of engagement with the patient perspective.

Method: Beginning in 2022, medical students at the University of Colorado participated in an SDM curriculum incorporated into a longitudinal integrated clerkship, including a written reflection about their experience with a patient SDM clinical encounter. Reflection pieces were evaluated with both thematic and narrative analysis methods. Written works were coded using interpretive phenomenological analysis to evaluate for emergent qualitative themes surrounding the participants' learned experiences during exposure to the curriculum. Separately, structural narrative analysis of the reflection pieces examined engagement, depth, and meaning making.

Results: Fifty-one students completed this SDM curriculum between 2022 and 2024. Thematic analysis of their written reflections revealed 4 primary themes: Communication and Comprehension, Patient Autonomy, Empathy, and Professional Identity Formation. Students emphasized clear communication, respect for patient values, and the emotional dimensions of SDM as elements they observed. Narrative analysis showed significant variations in dimensions of the written reflections including the richness of contextual details, specificity of witnessing, and exploration of multiple perspectives. Reflective pieces also demonstrated variable degrees of critical reflection on personal growth and future-oriented professional insights. Certain elements were notably shared between narrative elements present in deep reflections and skills important for SDM, including framing the situation, attention to details and nonverbal cues, exploration of multiple perspectives, and personal reflection.

Conclusions: SDM is a complex process that involves clear communication, empathy, and respect for autonomy. Narrative elements that create engaging written works are also important to SDM performance, including patient perspective-taking. As medical students undergo professional identity formation, an SDM curriculum engaging the patient perspective may promote a humanistic approach to clinical practice.

目的:共同决策(SDM)是以患者为中心的护理的重要组成部分。本研究旨在确定与医学生体验SDM课程相关的关键主题,以及他们与患者视角的深度参与。方法:从2022年开始,科罗拉多大学的医学生参加了一项纳入纵向综合实习的SDM课程,包括书面反思他们与患者SDM临床接触的经验。用主题和叙事两种分析方法对反思作品进行评价。使用解释性现象学分析对书面作品进行编码,以评估围绕参与者在课程中学习经验的新兴定性主题。另外,对反思作品的结构叙事分析考察了参与性、深度和意义制造。结果:51名学生在2022年至2024年间完成了SDM课程。对他们书面反思的专题分析揭示了4个主要主题:沟通和理解、患者自主、同理心和职业身份形成。学生们强调清晰的沟通,尊重病人的价值观,以及他们观察到的SDM的情感维度。叙事分析显示,书面反思的维度存在显著差异,包括上下文细节的丰富性、目击的特殊性和对多视角的探索。反思性作品也表现出对个人成长和面向未来的专业见解的不同程度的批判性反思。在深度反思中的叙事元素和SDM的重要技能之间,有一些元素是明显共享的,包括构建情境、关注细节和非语言线索、探索多角度和个人反思。结论:SDM是一个复杂的过程,涉及清晰的沟通、同理心和对自主权的尊重。创造引人入胜的书面作品的叙事元素对SDM的表现也很重要,包括患者的视角。当医学生经历职业认同的形成时,参与患者观点的SDM课程可能会促进临床实践的人性化方法。
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引用次数: 0
Innovating instructional design through generative AI prompt engineering for health professions educators. 通过生成式人工智能提示工程为卫生专业教育工作者创新教学设计。
IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-06 DOI: 10.1093/acamed/wvaf082
Taralyn Tan, Krisztina Fischer

Problem: Teaser: An experiential learning intervention to train medical educators to effectively engage generative AI for instructional design is described.Theory-informed and evidence-based educational offerings promote student learning and equity but are time-consuming and require health professions educators to have content expertise in inclusive instructional design. While -generative AI (GAI) offers the potential to overcome these barriers, educators must learn to effectively leverage GAI tools for evidence-based instructional design. In this work, the authors piloted and evaluated a 2-part experiential learning activity to equip educators to effectively engage with GAI for instructional design purposes.

Approach: The authors implemented the GAI innovation in the graduate-level "Teaching 100" course (enrollment n = 27) at Harvard Medical School September-November 2023. Educators used GAI to annotate their lesson plans to identify application of, and opportunities to incorporate, evidence-based principles of teaching and learning. The 2-part assignment provided scaffolded instruction on prompt engineering and engaged learners in metacognitive reflection on AI-generated content. The authors evaluated the effectiveness of the GAI innovation according to the Kirkpatrick Model: descriptive analysis of self--reflections evaluated educators' subjective experience (Level 1) and planned behavioral changes (Level 3), while quantification of prompt quality pre-/post-instruction measured educators' learning (Level 2).

Outcomes: Among educators who completed the 2-part assignment (n = 17/27, 62% completion rate), the quality of -educator-generated AI prompts improved following instruction in prompt engineering: pre-instruction 1.4 (1.2) (mean [SD]) vs post-instruction 4.0 (0.8). The difference in means (2.6 points) was statistically significant (P < .0001, 95% CI [1.9, 3.3]). Metacognitive reflections revealed specific actions educators planned to pursue to implement GAI feedback to improve their instructional design. Educators reported that AI-based assignments enhanced their learning.

Next steps: The authors are developing a stand-alone, interactive GAI tool to be broadly deployed as a faculty development instructional design resource. This future work will yield a scalable solution to the challenge of developing AI literacy among health professions educators to leverage GAI for theory-informed and evidence-based instructional design.

问题:提示:描述了一种体验式学习干预,以培训医学教育者有效地将生成式人工智能用于教学设计。基于理论和证据的教育产品促进了学生的学习和公平,但耗时,并且要求卫生专业教育工作者具有包容性教学设计方面的内容专业知识。虽然生成式人工智能(GAI)提供了克服这些障碍的潜力,但教育工作者必须学会有效地利用GAI工具进行基于证据的教学设计。在这项工作中,作者试点并评估了一个由两部分组成的体验式学习活动,以装备教育工作者有效地参与GAI教学设计目的。方法:作者在哈佛医学院2023年9 - 11月的研究生“教学100”课程(27名在校生)中实施GAI创新。教育工作者使用GAI来注释他们的课程计划,以确定教学和学习的循证原则的应用和机会。这个由两部分组成的作业提供了关于提示工程的框架指导,并让学习者对人工智能生成的内容进行元认知反思。作者根据Kirkpatrick模型评估了GAI创新的有效性:自我反思的描述性分析评估了教育者的主观经验(第1级)和计划行为变化(第3级),而教学前/教学后的即时质量量化衡量了教育者的学习(第2级)。结果:在完成两部分作业的教育工作者中(n = 17/27,完成率62%),教育工作者生成的人工智能提示的质量在提示工程指导下得到改善:教学前1.4(1.2)(平均[SD]) vs教学后4.0(0.8)。平均值的差异(2.6分)在统计学上是显著的(P)下一步:作者正在开发一个独立的、交互式的GAI工具,作为教师发展教学设计资源广泛部署。这项未来的工作将产生一个可扩展的解决方案,以应对在卫生专业教育工作者中发展人工智能素养的挑战,从而利用人工智能进行理论知情和循证教学设计。
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Academic Medicine
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