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Creating the Conditions for Flourishing: An Integrated Framework for Healthcare and Health Professions Education. 为繁荣创造条件:卫生保健和卫生专业教育的综合框架。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-10-21 DOI: 10.1080/10401334.2026.2748688
Susan Thompson Hingle, Boyung Suh, Sookyung Suh, Christine Todd

Healthcare and health professions education (HPE) organizations operate within complex ecosystems shaped by economic, workforce, regulatory, technological, political, educational, and societal pressures. These forces influence institutional priorities and the conditions in which people work and learn. Burnout and moral distress among clinicians, educators, staff, and learners can be understood in part as manifestations of misalignment between system demands and human needs and values. Although attention to burnout has been essential, approaches centered primarily on mitigating distress or strengthening individual resilience offer an incomplete aspiration for healthcare and HPE. Scholarship on flourishing points toward a higher-order aim: enabling people and communities not merely to avoid harm, but to experience meaning, connection, engagement, growth, contribution, and worthwhile purpose. Yet existing scholarship on flourishing, motivation, interdependence, organizational design, and organizational learning has largely illuminated separate parts of this challenge rather than providing an integrated account of how organizations can create the sustainable conditions for workforce and learner flourishing. We propose an integrated, multilevel framework for workforce and learner flourishing comprising four interconnected and mutually reinforcing foundations: (1) centering workforce well-being in service of flourishing; (2) fostering a culture of interdependence; (3) designing organizational and educational environments that support autonomy, competence, and relatedness; and (4) measuring and sustaining flourishing through organizational learning and accountability. These foundations operate within a broader healthcare and educational ecosystem that both constrains and enables institutional action. Our contribution is to integrate these previously distinct perspectives into a systems-oriented framework that shifts attention from helping individuals withstand demanding environments toward understanding how organizations can create, sustain, and advocate for conditions in which people and communities can flourish. The framework intentionally encompasses physicians, advanced practice professionals, nurses, allied health professionals, staff, educators, and learners. We position HPE as a formative subsystem within the broader healthcare ecosystem: one that can perpetuate existing norms and structures or serve as a critical lever for transforming them in support of a thriving and sustainable workforce.

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引用次数: 0
Global Para-Regulation in Medical Education: Validity, Capture, and the Case for Contextualised Quality Enhancement. 医学教育中的全球准监管:有效性、捕获和情境化质量提升的案例。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-10-19 DOI: 10.1080/10401334.2026.2736025
Janet Grant, Dujeepa Samarasekara, Nnaemeka U Nwakanma, Syed Moin Ali, Kadambari Dharanipragada, Fatima Kyari, Sateesh Arja, Samar Abdelazim Ahmed, Valdes Roberto Bollela, Junaid Sarfraz Khan, Idris Yahaya Mohammed, Mohammed Ahmed Rashid

As globalisation transforms medical education, supranational para-regulation, defined as the external evaluation of national accrediting agencies by non-statutory international bodies, has become increasingly prominent, notably through the World Federation for Medical Education (WFME) Recognition Programme. This position paper critically analyses this para-regulatory approach, contending that it imitates the methods of statutory regulation yet lacks corresponding accountability, transparency, and demonstrable impact on educational quality. Although highly influential, the WFME Recognition Programme operates without statutory authority, applying uniform standards across diverse national contexts. It has created a global accreditation cross-border marketplace. Its paucity of outcome evidence and vulnerability to regulatory capture highlight questions regarding its legitimacy, validity, and contextual relevance. Moreover, the programme's financial demands and alignment with Global North priorities risk commodifying accreditation and entrenching global inequities in medical education. We therefore propose a contextually sensitive, regionally anchored alternative for quality development. Our recommended framework prioritises developmental evaluation, transparency, and peer-reviewed local stewardship. Rather than imposing fixed global benchmarks, it fosters sustained regional collaboration, adaptability to local contexts, and rigourous documentation as principles essential to effective quality assurance. By critically examining the concept of para-regulation, this paper urges medical educators, accrediting bodies, and policymakers to reconsider existing approaches to global quality assurance. We advocate for global transparency alongside local accountability, thereby facilitating sustainable and contextually relevant enhancements in medical education worldwide.

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引用次数: 0
Applying the Servingness Framework from Hispanic-Serving Institutions to Advance the Latinx Physician Workforce. 应用服务框架从西班牙裔服务机构推进拉丁裔医生的劳动力。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-10-19 DOI: 10.1080/10401334.2026.2741700
Katherine Arias Garcia, Nicole A Perez

To address the ongoing recruitment and retention of diverse students in medicine, new and cultural frameworks need to be applied to repair the academic outcomes and experiences of diverse students in US medical schools. This article introduces the multidimensional conceptual framework of "servingness" in a medical school context to understand the structural barriers in US medical schools that hinder and promote servingness for Latinx and underrepresented medical students.

为了解决医学领域不断招收和留住不同学生的问题,需要应用新的文化框架来修复美国医学院不同学生的学术成果和经历。本文介绍了医学院背景下“服务”的多维概念框架,以了解美国医学院阻碍和促进拉丁裔和代表性不足的医学生服务的结构性障碍。
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引用次数: 0
An Interprofessional Entrustment Framework for Midwife-Led Labor Ward Teaching in Oman: A Modified Delphi Study. 阿曼助产士领导的产房教学的跨专业委托框架:一个修正的德尔菲研究。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-10-15 DOI: 10.1080/10401334.2026.2743130
Amira Burhan, Shahenaz Satti, Wisal Nabag, Nazik Elmalaika Husain, Munira Al Masoudi

Introduction: The labor ward is an important interprofessional setting for undergraduate obstetric education, where medical students work closely with midwives who contribute substantially to their clinical learning. However, this teaching role is often informal. In addition, what students should learn through midwife-led teaching and the level of supervision expected for these activities are often not clearly defined. This study, conducted in the Sultanate of Oman, aimed to establish consensus on intended learning outcomes (ILOs) for midwife-led labor ward teaching and the level of supervision expected of medical students at graduation, with the broader goal of strengthening the educational role of midwives and making more effective use of the labor ward as a workplace learning environment. Method: In June-August 2025, we conducted a three-round modified Delphi study with a multi-professional panel of 22 participants, including consultant obstetricians, obstetrics and gynecology faculty, midwifery educators, practicing midwives, and final-year medical students. We generated an initial ILO pool through a structured literature search and expert interviews. Panelists rated ILO suitability using predefined consensus criteria (≥80% agreement, median ≥4, interquartile range ≤1); in Round 3, they assigned expected supervision levels using a four-level scale ranging from observation only to independent performance. Results: Twenty of 23 proposed ILOs achieved consensus for inclusion. Consensus on supervision level (≥70% agreement on a single level) was reached for 14 of 20 ILOs. Most competencies were assigned to Level 2 (performance under direct supervision), consistent with the supervised participation model characteristic of undergraduate entrustment in safety-sensitive clinical environments. Higher autonomy levels (Levels 3-4) were assigned mainly to communication, patient-centered care, and professionalism outcomes. Greater variability was observed for higher-risk procedural activities, including episiotomy repair, neonatal resuscitation, and perineal assessment, for which no single supervision level reached consensus. These outcomes were therefore considered areas where expectations of student autonomy remained uncertain. Inter-rater agreement strengthened progressively across the three rounds, confirming iterative convergence. Conclusions: This study offers a consensus-based interprofessional framework that defines learning outcomes and supervision expectations for midwife-led labor ward teaching. The predominance of direct supervision highlights the safety-sensitive nature of labor ward learning. The model is intended to support structured and collaborative clinical education in the labor ward and should be interpreted in relation to this setting. Nevertheless, it may offer analytically transferable insights to comparable interprofessional clinical learning environments.

导读:产房是本科产科教育的一个重要的跨专业设置,在这里,医学生与助产士密切合作,助产士对他们的临床学习有很大的贡献。然而,这种教学角色通常是非正式的。此外,学生应该通过助产士主导的教学学习什么,以及对这些活动的监督水平往往没有明确界定。本研究在阿曼苏丹国进行,旨在就助产士领导的产房教学的预期学习成果(ilo)和医学生毕业时的预期监督水平达成共识,其更广泛的目标是加强助产士的教育作用,更有效地利用产房作为工作场所的学习环境。方法:在2025年6 - 8月,我们对22名多专业的参与者进行了一项三轮修正德尔菲研究,包括产科顾问医生、妇产科教师、助产教育工作者、执业助产士和最后一年级的医学生。我们通过结构化的文献检索和专家访谈生成了一个初始的国际劳工组织资源库。小组成员使用预定义的共识标准(≥80%的一致性,中位数≥4,四分位数范围≤1)评估国际劳工组织的适用性;在第三轮中,他们使用从仅观察到独立表现的四级量表来分配预期的监督水平。结果:23个国际劳工组织中有20个获得了共识。20个国际劳工组织中有14个在监管级别上达成了共识(在单个级别上达成了≥70%的共识)。大多数胜任力被分配到第2级(在直接监督下的表现),这与本科生在安全敏感的临床环境中委托的监督参与模式特征相一致。较高的自主性水平(3-4级)主要分配给沟通、以患者为中心的护理和专业结果。对于高风险的手术活动,包括会阴切开术修复、新生儿复苏和会阴评估,观察到更大的可变性,没有单一的监督水平达成共识。因此,这些结果被认为是对学生自主的期望仍然不确定的领域。在三轮谈判中,评级机构间的共识逐步加强,确认了反复的趋同。结论:本研究提供了一个基于共识的跨专业框架,定义了助产士领导的产房教学的学习成果和监督期望。直接监督的优势凸显了劳动病房学习的安全敏感性。该模型旨在支持产房的结构化和协作性临床教育,并应根据此设置进行解释。然而,它可能提供分析转移的见解可比的跨专业临床学习环境。
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引用次数: 0
A Case Study Using the PIES Implementation Framework to Implement a Vertically Integrated Multisite Team-Based Learning Curriculum. 运用pie实施框架实施垂直整合多点团队学习课程的案例研究。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-10-13 DOI: 10.1080/10401334.2026.2740007
John M Cunningham, Katy E Trinkley, Vishnu Kulasekaran, Sheilah Jiménez, Jennifer E Adams
<p><p>Scaling curricular innovations require an understanding of contextual barriers and facilitators. Implementation science offers theory-based methods to systematically assess contextual factors influencing implementation. We present a case report employing the PIES (Prescribed, teacher-Intended, Enacted, and Sustainable curriculum) framework to evaluate local contextual enablers and barriers to the implementation of a multisite, vertically integrated Team-Based Learning (TBL) curriculum embedded in the core clerkship year at a single institution with a multisite longitudinal integrated clerkship (LIC). We used a convergent mixed-methods case study design to evaluate the TBL implementation. Data collection was informed by the PIES framework and pragmatically selected based on feasibility and potential for actionable change. Data sources included: 1) surveys of faculty, 2) interviews with faculty, 3) narrative feedback from student surveys, and 4) direct observations of TBL sessions. We assessed the <i>Prescribed</i> curriculum by measuring perceptions of faculty development: 91% (30/33) of TBL facilitators participated in training sessions, and 25/29 (86%) felt faculty development was helpful for understanding the prescribed curriculum. In qualitative analysis, the subtheme "adapting faculty development to site needs" captured barriers to disseminating faculty development materials equally across sites. Conversely, the subtheme "longitudinal team-building" described how the prescribed TBL implementation was facilitated through stable year-long relationships between students and faculty. Within the teacher-<i>Intended</i> curriculum, 85% (28/33) of faculty responded that they agree/strongly agree with TBL's acceptability for teaching the learning objectives. The subthemes within the theme "supporting faculty transition from lecturer to TBL facilitator" elaborated on factors enabling and inhibiting this transition. In the <i>Enacted</i> curriculum, 39.4% (13/33) of faculty reported never/rarely deviating from the facilitator guides. Direct observations of TBL indicated divergent results, with deviations occurring in 56% of observed sessions. Within the <i>Sustainable</i> curriculum, 20/33 (62.5%) agreed or strongly agreed that the amount of time to recruit faculty was feasible, while the qualitative subtheme "challenges sustaining volunteer faculty engagement" explored barriers and strategies across diverse sites sustaining volunteer faculty. We describe an illustrative example of how an implementation science approach guided by the proposed PIES framework was applied to scaling a multisite and multispecialty TBL curriculum. Locally, results will be used to improve faculty development, student orientation, and continuous quality improvement processes essential to ensuring quality and comparability. We present our methods and findings as a case study for educators seeking to pragmatically and systematically evaluate and scale their curricular inn
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引用次数: 0
Against the Odds? Lessons from Establishing a Clinician Educator Career Track in a Non-Academic Medical Centre. 克服困难?在非学术性医疗中心建立临床医师教育工作者职业轨迹的经验教训。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-10-09 DOI: 10.1080/10401334.2026.2741708
Joel Lumpre, Julius Juurmaa, Liisa Aasa, Raul Kohava, Kaspar Kruup, Stephanie N E Meeuwissen

Teaching and learning are often positioned as secondary to patient care, research, and leadership. In non-academic medical centres (NAMCs), this can make it difficult to justify investments in faculty development, as educational activities may be perceived as peripheral, even disruptive, to patient care. Although academic medical centres face similar challenges, far less is known about how they manifest in non-academic contexts. In 2020, East Tallinn Central Hospital, a secondary care NAMC in Estonia, took deliberate steps to rethink teaching and learning as central to quality patient care. A key innovation was the clinician educator (CE) career track, designed to provide healthcare professionals with the resources, skills, and support needed to fulfil their educational roles. We designed and implemented the CE career track using the social practice theory to translate and adapt contemporary academic faculty development practices to a non-academic setting. In this traveling concept, we first describe the CE career track as the contextualized application of faculty development practices using the social practice theory, illustrating its applicability for translating and adapting faculty development to non-academic contexts. Second, we reflect on the CE career track's implementation to derive five key lessons from "importing" faculty development to non-academic settings: (1) time allocated to teaching needs to be collaborative and visible; (2) teaching skills are transferable across patient care; (3) developing specific, shared educational expertise early is a priority; (4) reflection is key to meaningful and purposeful collaborations; and (5) teaching and learning are inherent to patient care. Together, these insights suggest the social practices approach to faculty development can help reposition teaching and learning within NAMCs as integral to patient care.

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引用次数: 0
Teaching Social Inequities in Canadian Occupational Therapy: Tensions and Strategies for an 'Embedded Sociologist'. 加拿大职业治疗中的社会不平等教学:“嵌入式社会学家”的紧张和策略。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-10-06 DOI: 10.1080/10401334.2026.2741234
Brenda L Beagan

Health professions education increasingly addresses social inequities, cultivating student awareness of structured power relations. Yet such teaching is met with resistance, with students prioritizing "hard" sciences and demanding immediate relevance and clinical application for everything taught. Sociological teaching and pedagogies are too often dismissed as "fluffy" and "wasting time." In Canada, professional competencies in occupational therapy now require practitioners to engage in anti-oppressive practice, which means education programs need to teach those skills. This article employs an autoethnographic approach to critically reflect on 25 years of teaching about social inequities in occupational therapy. Four challenges arise: 1. Epistemological dissonance, with objectivity and individualism deeply unsettled by sociological thinking; 2. Insistence on immediate relevance and application, which can lead to a problematic reliance on first-voices guests; 3. Simultaneous privilege and absence-of-privilege in the classroom, alongside a "charitable model" rescuing stance; and 4. The importance of emotion in learning difficult topics. A pedagogy of discomfort invites learners to stay present to the unsettling emotions that may arise as they confront systemic social power relations. This means moving away from notions of "safe" classrooms toward emphasizing courage in the face of complex feelings. Helplessness and powerlessness may be countered through cultivating critical hope, as a necessary step toward social change.

卫生专业教育越来越多地涉及社会不平等,培养学生对结构性权力关系的认识。然而,这样的教学遇到了阻力,学生们优先考虑“硬”科学,要求所教的一切都具有直接的相关性和临床应用。社会学教学和教育学常常被认为是“空泛的”和“浪费时间的”。在加拿大,职业治疗的专业能力现在要求从业者从事反压迫实践,这意味着教育项目需要教授这些技能。这篇文章采用了一种自我民族志的方法来批判性地反思25年来关于职业治疗中社会不平等的教学。出现了四个挑战:1。认识论上的不协调,客观性和个人主义深受社会学思想的困扰;2. 坚持即时相关性和应用,这可能导致依赖第一声音的客人;3. 在课堂上同时存在着特权和不特权,以及一种“慈善模式”的拯救立场;和4。情感在学习困难话题中的重要性。一种不舒服的教学法会让学习者在面对系统的社会权力关系时,面对可能出现的不安情绪。这意味着从“安全”教室的概念转向强调面对复杂情感时的勇气。无助感和无力感可以通过培养批判性希望来克服,这是走向社会变革的必要步骤。
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引用次数: 0
United States Medical and Dental Curricula on Intellectual and Developmental Disabilities: Inclusion of People with IDD in Curriculum Creation and Delivery. 美国关于智力和发育障碍的医学和牙科课程:将缺碘症患者纳入课程的创建和实施。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-29 DOI: 10.1080/10401334.2026.2737281
Kashia A Rosenau, Rachel Parks, Despina Goral, Emily Hotez, Matthew J Chang, Jackie Czyzia, Dawn Rudolph

Surveys of medical trainees have found that while students agree on the importance of understanding clinical care of people with disabilities, the majority of medical students do not feel competent treating these populations. The purpose of this descriptive mixed-methods study was to better characterize efforts in a non-random sample of US medical and dental schools to include material about intellectual and developmental disabilities (IDDs) in their curricula, with particular attention to the meaningful involvement of people with IDD in curriculum development and delivery. This study consisted of a 36-item, electronically delivered survey (N = 38 respondents from 24 institutions) of medical and dental school students, faculty, and administrators, including people with IDD, who were involved with inclusive IDD curricula design and implementation. This was followed by two focus groups (N = 13) with people with IDD who had been involved in medical or dental school curriculum design, implementation, and/or evaluation. While people with IDD were commonly involved in curriculum delivery, goal-setting and evaluation were two phases where people with IDD were included the least. While most schools provided content on the social and medical model of disability and basic knowledge and context about IDD, less than half included gender and sexuality/reproductive health or diagnostics in topics covered. Focus group findings from people with IDD found varied levels of meaningful engagement. Moving forward, a continued push to increase inclusive IDD-related content in medical and dental schools should include people with IDD at the forefront, from goal setting to curriculum evaluation, and integrate intersectional topics such as sexual health. Collaborative efforts are needed to ensure researchers, educators, clinicians, and medical students are collectively increasing IDD-focused training for future healthcare providers.

对医学实习生的调查发现,虽然学生们同意了解残疾人临床护理的重要性,但大多数医学生认为自己没有能力治疗这些人群。这项描述性混合方法研究的目的是更好地描述美国医学和牙科学校在非随机样本中为将有关智力和发育障碍(IDDs)的材料纳入其课程所做的努力,并特别关注IDD患者在课程开发和教学中的有意义参与。这项研究包括一项36项的电子调查(N = 38名来自24个机构的受访者),调查对象包括医学和牙科学校的学生、教师和管理人员,包括IDD患者,他们参与了IDD课程的包容性设计和实施。随后是两个焦点小组(N = 13),其中有IDD患者,他们参与了医学或牙科学校课程的设计、实施和/或评估。虽然缺乏症患者通常参与课程交付,但目标设定和评估是缺乏症患者参与最少的两个阶段。虽然大多数学校提供关于残疾的社会和医学模式以及关于缺碘症的基本知识和背景的内容,但不到一半的学校将性别和性/生殖健康或诊断纳入所涵盖的主题。对IDD患者的焦点小组调查发现,有意义的参与程度各不相同。今后,继续努力增加医学和牙科学校中与缺碘症有关的包容性内容,应从目标设定到课程评价,将缺碘症患者放在最重要的位置,并整合性健康等交叉主题。需要共同努力,确保研究人员、教育工作者、临床医生和医学生共同为未来的医疗保健提供者增加以缺碘症为重点的培训。
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引用次数: 0
Preparing Individuals with Intellectual Disabilities to Act as Simulated Patients to Enhance Clinical Communication Training in Belgium. 准备个人智障作为模拟病人,以加强临床交流培训在比利时。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-29 DOI: 10.1080/10401334.2026.2737282
Laurie Lucassen, Romina Rinaldi, Elise Batsele

Adults with intellectual disabilities are at increased risk of experiencing unmet health needs, underscoring the importance of improving healthcare professionals' preparedness to respond to such needs. Direct contact between healthcare professionals and patients with intellectual disabilities appears to be associated with lower social distance and more inclusive care practices. Therefore, simulation-based education involving people with intellectual disabilities may offer a promising way to prepare future professionals. Little is known, however, about how adults with intellectual disabilities can be trained to act as expert patients in such simulations. A mixed-methods study was therefore conducted to evaluate a four-session training programme in Belgium designed to prepare adults with mild-to-moderate intellectual disabilities for the expert-patient role in healthcare simulations. Quantitative measures assessed changes in participants' comfort, self-confidence, scenario-related knowledge, and role-play quality across sessions. Qualitative data were collected to explore the experiences of people with mild-to-moderate intellectual disabilities participating as expert patients in simulation-based education. Eleven participants were trained. They reported gaining confidence and feeling more comfortable in their roles as expert patients. Researcher observation corroborated these improvements, showing improvements in participants' simulation skills at the end of the training. However, knowledge of the scenario during the sessions did not improve. The qualitative results highlight four main categories: sustaining engagement in simulation-based student training, the simulation experience, the debriefing experience, and learning through repetition. These findings support the feasibility and relevance of simulated patient training for adults with mild-to-moderate intellectual disabilities. They also contribute to the scholarly documentation of this approach, which can be used to guide future initiatives aimed at training healthcare professionals.

患有智力残疾的成年人面临未得到满足的保健需求的风险越来越大,这突出了提高保健专业人员应对此类需求的准备的重要性。医疗保健专业人员与智力残疾患者之间的直接接触似乎与较低的社会距离和更具包容性的护理实践有关。因此,涉及智障人士的模拟教育可能为培养未来的专业人士提供一种有希望的方式。然而,对于如何训练智力残疾的成年人在这样的模拟中扮演专家病人,人们知之甚少。因此,进行了一项混合方法研究,以评估比利时的一个四期培训方案,该方案旨在培养轻度至中度智力残疾的成年人在医疗保健模拟中扮演专家-患者角色。定量测量评估了参与者的舒适度、自信心、场景相关知识和角色扮演质量的变化。收集定性数据,探讨轻至中度智障人士作为专家患者参与模拟教育的经验。11名参与者接受了培训。他们报告说,他们在作为专家病人的角色中获得了信心,感觉更舒服。研究人员的观察证实了这些改进,显示了参与者在训练结束时模拟技能的改进。然而,在会议期间对情景的了解并没有提高。定性结果强调了四个主要类别:持续参与基于模拟的学生培训、模拟体验、汇报体验和通过重复学习。这些发现支持了对成人轻度至中度智力残疾患者进行模拟病人训练的可行性和相关性。他们还为这种方法的学术文档做出了贡献,这些文档可用于指导旨在培训医疗保健专业人员的未来举措。
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引用次数: 0
From Solitude to AI Companionship-Three Phases of a Writing Life and What They Reveal About Rethinking Scholarly Support in Academic Medicine. 从孤独到人工智能陪伴——写作生活的三个阶段,以及它们对重新思考学术医学学术支持的启示。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-24 DOI: 10.1080/10401334.2026.2737803
Moshe Y Flugelman

I describe three phases of a physician-scientist's writing career: solitary writing, human collaboration, and engagement with generative artificial intelligence (AI) based on large language models. I use these phases to argue that academic medicine should rethink how it supports scholarly work. The central claim, offered from a single case as hypothesis rather than proof, is that a significant obstacle to scholarly productivity can be structural rather than cognitive: the unavailability of appropriate intellectual companionship at the moment of need. In the first phase, characterized by productive solitude, I built an original scholarly voice, but it led, over time, to epistemic loneliness and exhaustion. In the second phase, collaboration with a scientific editor restored my energy, but our interaction was constrained by scheduled availability. The third phase introduced generative AI as an unusually accessible intellectual companion that allowed me to engage at the moment of curiosity, bridged clinical science and the medical humanities, and made it less costly to admit uncertainty. I describe concrete examples in the text and in a supplementary appendix that serves as an extended disclosure of AI use. I argue that generative AI, grounded in deep research, teaching, and clinical experience, extends rather than replaces human thought and that the experience likely speaks to hybrid scholars of many kinds, not to physician-scientists alone. This essay draws implications for faculty development, equitable access, responsible AI use, and the formation of scholarly voice among learners and identifies research questions for the field.

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