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"[They] Assume You Don't Know Things": How Immigrant Status and Language Shape the Professional Identities of Minoritized Medical Students in the US. “[他们]假设你不知道的事情”:移民身份和语言如何塑造美国少数族裔医学生的职业身份。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-20 DOI: 10.1080/10401334.2026.2731477
R Ellen Pearlman, Sunita Cheruvu, Tasha Wyatt, Nicole Rockich-Winston, Louis H Miller

Professional identity formation (PIF) is the developmental process through which medical trainees transition from laypersons to physicians. While recent scholarship has explored the challenges of a dominant standard influencing the PIF of minoritized students, much of this research employs a single-axis lens, focusing on race/ethnicity or gender in isolation. This study investigates how the intersection of race/ethnicity, immigrant status, and non-English language skills influences PIF among 1.5-generation immigrant medical students and second-generation children of immigrants in the US. This qualitative study was designed using a constructivist grounded theory approach to data collection and analysis. We recruited nine East Asian, 10 South Asian, six Black, and seven Latinx immigrant students in their third and fourth years of medical school. Participants were either foreign-born students who migrated to the US during childhood or adolescence and completed formative schooling in the US or US-born children of immigrants. We interviewed them about their PIF experiences and then analyzed the data iteratively using an intersectional lens. Using open, focused, and theoretical coding, we analyzed each group's PIF experiences then moved to constant comparative analysis to identify themes that cut across groups. Using re-storying, we incorporated common plot points from all four groups to create a collective narrative. Across participants, the dominant narrative reflected experiences of conditional belonging, in which students could be welcomed into medicine when their identities and language skills served institutional needs, but those same identities could also be used to perceive them as less competent, less professional, or less fully belonging. Perceived foreign accents, non-standard English communication styles, and distinct cultural frames of reference were treated as a deficit. However, students also found that their multilinguistic and cultural knowledge, often developed through their immigrant family experiences, were powerful assets in patient care. These assets could also become liabilities when students were pushed into unpaid labor for the institution and their communities. By adopting a multi-axis lens, this study shows conditional belonging is a common narrative that transcends individual racial/ethnic categories, while still taking different forms across groups. Non-English language skills are a core issue used to justify inadequate patient care and question competence across all groups. This key mechanism of marginalization for immigrant students adds nuance not thoroughly addressed in single-axis studies.

职业认同形成(PIF)是医学培训生从外行向医生过渡的发展过程。虽然最近的学术研究探索了影响少数族裔学生PIF的主导标准所带来的挑战,但这些研究大多采用单轴视角,孤立地关注种族/民族或性别。本研究探讨了种族/民族、移民身份和非英语语言技能的交集如何影响美国1.5代移民医学生和移民第二代子女的PIF。本定性研究采用建构主义理论为基础的方法来收集和分析资料。我们招募了9名东亚、10名南亚、6名黑人和7名拉丁裔移民学生,他们都是医学院的三、四年级学生。参与者要么是在童年或青少年时期移民到美国并在美国完成学业的外国出生的学生,要么是在美国出生的移民子女。我们采访了他们的PIF经历,然后使用交叉镜头迭代分析数据。使用开放的、集中的和理论的编码,我们分析了每个组的PIF体验,然后进行持续的比较分析,以确定跨组的主题。通过重新讲故事,我们将所有四组的共同情节点结合在一起,创造了一个集体叙事。在参与者中,主要的叙述反映了有条件归属的经历,在这种情况下,当学生的身份和语言技能满足机构需求时,他们可以被欢迎进入医学领域,但这些身份也可能被用来认为他们能力较差,专业程度较低,或者归属感较差。感知到的外国口音、非标准的英语交流风格和独特的文化参考框架被视为缺陷。然而,学生们也发现,他们的多语言和文化知识,往往是通过他们的移民家庭经历发展起来的,是病人护理的有力资产。当学生被迫为学校和社区无偿劳动时,这些资产也可能变成负债。通过采用多轴镜头,本研究表明,有条件归属是一种超越个体种族/民族类别的共同叙事,同时在不同群体中仍采取不同的形式。非英语语言技能是一个核心问题,用于证明病人护理不足和质疑所有群体的能力。移民学生被边缘化的这一关键机制增加了单轴研究未完全解决的细微差别。
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引用次数: 0
Flourishing and the Future of US Medical School Admissions. 美国医学院招生的繁荣和未来。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-20 DOI: 10.1080/10401334.2026.2733959
Sean Tackett, Yvonne Steinert, Jeffrey L Jackson, Gayle Johnson Adams, Cynthia R Whitehead, Scott M Wright

US medical school admissions have been under increasing pressure from state and federal governments, while contending with the implications of the 2023 US Supreme Court decision that ended race-conscious admissions. Change is necessary, but few have offered ideas for how best to proceed. In this article, we first review past eras of US medical school admissions. We describe the establishment of standardized admissions processes, which maintained a largely uniform medical student demographic of more than 90% white men through the first half of the 20th century. Subsequent changes in US society and federal government policies began to push for demographic diversity in medical schools in the 1960s. While the language used to describe the diversity focus shifted from affirmative action to race-conscious admissions to holistic review, the goals remained the same and have not been achieved to date. We then consider the future of medical school admissions as guided by the concept of human flourishing, based on Aristotle's depiction of eudaimonia as the highest human good. Flourishing has been gaining momentum and relevance globally in education and healthcare. Flourishing-guided admissions may offer a new paradigm that enables medicine to proactively define its admissions policies rather than deferring to US federal and state policies. Flourishing is an integrative concept that emphasizes relationships between individuals and communities; it can reduce emphasis on individual and institutional competition to better align admissions practices with system and societal needs. We suggest options for implementing flourishing-guided principles at the levels of admissions committees, institutional structures, and broader partnerships. Re-orienting medical school admissions toward human flourishing could link ageless ideas with contemporary needs.

美国医学院的招生面临着来自州政府和联邦政府越来越大的压力,同时也在努力应对2023年美国最高法院判决的影响,该判决终止了基于种族的招生。改变是必要的,但很少有人提出如何最好地进行的想法。在这篇文章中,我们首先回顾过去的美国医学院招生。我们描述了标准化招生过程的建立,在20世纪上半叶,这一过程在很大程度上保持了医学生人口的统一,90%以上是白人男性。20世纪60年代,美国社会和联邦政府政策的后续变化开始推动医学院的人口多样性。虽然用来描述多样性重点的语言从平权行动转向了种族意识招生,再到全面审查,但目标没有改变,迄今为止还没有实现。然后,我们考虑医学院招生的未来,以人类繁荣的概念为指导,基于亚里士多德对幸福的描述,这是人类最高的善。在全球教育和医疗保健领域,“蓬勃发展”的势头和重要性不断增强。以繁荣为导向的招生可能会提供一种新的模式,使医学能够主动确定其招生政策,而不是顺从美国联邦和州的政策。繁荣是一个综合的概念,强调个人和社区之间的关系;它可以减少对个人和机构竞争的强调,从而更好地将招生实践与系统和社会需求结合起来。我们建议在招生委员会、机构结构和更广泛的伙伴关系层面实施繁荣指导原则。将医学院招生重新定位于人类繁荣,可以将永恒的理念与当代需求联系起来。
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引用次数: 0
When National Competency Standards Become Difficult to Enact in Practice: Phantom EPAs in Taiwan's Nationwide CBME Implementation? 当国家能力标准在实践中难以制定:台湾全国CBME实施中的幻影EPAs ?
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-17 DOI: 10.1080/10401334.2026.2733956
Chia-Hung Chen, Cheng-Heng Liu, Yao-Ting Lu, Shu-Yu Wen, Chun-Yuan Tu, Chih-Wei Yang

Competency-based medical education (CBME) aims to deliver individualized, outcome-oriented training. However, implementing entrustable professional activities (EPAs) across diverse institutional and healthcare environments remains challenging. Taiwan's nationwide implementation of the medical radiation technologist (MRT) EPA framework across 122 teaching hospitals provides an opportunity to examine how educational goals intersect with institutional constraints. Using data from the national "Emyway" e-portfolio system for the first implementation year (January to December 2024), we analyzed EPA implementation patterns for MRTs in three subspecialties: diagnostic radiology, radiation therapy, and nuclear medicine. At the institutional level, 81 (66.4%) of the 122 accredited teaching hospitals registered on Emyway. Of the 81 registered hospitals, 52 (64.2%) documented EPA training. Registration rates differed significantly by hospital tier (medical centers 100% vs. regional/district hospitals 57.3%, p < 0.001), although documentation rates did not differ significantly (73.1% vs. 60.0%, p = 0.25). At the trainee level, 340 MRT trainees were registered on the platform, of whom 186 (54.7%) had at least one documented workplace-based EPA assessment; 49 (14.4% of registered trainees) progressed to summative Clinical Competency Committee entrustment decisions. We also identified three EPAs with very low assessment documentation during the first implementation year. These patterns of EPA engagement could potentially be interpreted as typical implementation challenges but may also point to structural barriers of various types. Given one year of descriptive data, they should be read as a hypothesis of misalignment between standardized frameworks and local clinical realities requiring further study rather than as established structural barriers. Taiwan's experience suggests that national CBME frameworks may benefit from differentiating between universally attainable competencies and context-dependent activities and from incorporating flexible EPA portfolios and tier-sensitive expectations to promote both assessment validity and educational equity across heterogeneous training environments.

以能力为基础的医学教育(CBME)旨在提供个性化的、以结果为导向的培训。然而,在不同的机构和医疗环境中实施可信赖的专业活动(EPAs)仍然具有挑战性。台湾122所教学医院在全国范围内实施医疗放射技师(MRT) EPA框架,提供了一个机会来研究教育目标如何与制度限制相交叉。利用国家“Emyway”电子档案系统首个实施年度(2024年1月至12月)的数据,我们分析了三个亚专业(诊断放射学、放射治疗和核医学)的mrt EPA实施模式。在机构一级,122家经认证的教学医院中有81家(66.4%)在Emyway上注册。在81家注册医院中,52家(64.2%)记录了EPA培训。不同级别医院的注册率差异显著(医疗中心100% vs地区/地区医院57.3%,p p = 0.25)。在培训生级别,340名MRT培训生在平台上注册,其中186名(54.7%)至少有一次基于工作场所的EPA评估;49名(占注册学员的14.4%)进展到临床能力委员会的总结性委托决定。我们还确定了三个在实施第一年评估文件非常少的环境影响评估。环境保护署参与的这些模式可能被解释为典型的执行挑战,但也可能指出各种类型的结构性障碍。鉴于一年的描述性数据,它们应该被视为标准化框架与需要进一步研究的当地临床现实之间不一致的假设,而不是既定的结构性障碍。台湾的经验表明,国家CBME框架可能受益于区分普遍可实现的能力和情境相关活动,并纳入灵活的EPA组合和分层敏感期望,以促进评估有效性和跨异质培训环境的教育公平。
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引用次数: 0
The Situated Nature of Validity: Exploring Cultural Dependency in Clinical Teacher Evaluation in Japan-Implications for Global Scholarship. 效度的情境性:探讨日本临床教师评价中的文化依赖——对全球学术研究的启示。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-16 DOI: 10.1080/10401334.2026.2731021
Makoto Kikukawa, Renée E Stalmeijer, Lambert Schuwirth, Niiro Hiroaki, Albert J J A Scherpbier
<p><p>Validity research on clinical teacher evaluations predominantly reflects Western perspectives. This obscures cultural influences on this phenomenon in non-Western settings, where insufficient evidence may lead to incomplete or biased validity interpretations. This article integrates four studies to explore culture's influence on instrument design and rater sense-making for evaluating clinical teachers in Japan-a context characterized by Confucian hierarchy and collectivism. For instrument design (Studies 1-3), we used a rigorous multi-step approach involving item generation through interviews, content validation via expert panels, and factor analysis for construct validation. Findings suggest that stakeholders prioritized "accessibility" (ease of consultation) over Western-centric notions of clinical competence. In hierarchical settings, accessibility serves as a "structural prerequisite" to mitigate "socially risky" questioning that may expose teacher inadequacy. To understand rater sense-making (Study 4), constructivist grounded theory methodology using semi-structured interviews demonstrated that residents perceive evaluation through moral recognition of reciprocal duties involving Li (propriety), Ren (benevolence), and Yi (righteousness). Within this cultural operating system, critical evaluation of a superior is perceived as an "unnatural social act" that disrupts social order. Consequently, evaluation transforms from objective measurement into a "situated social negotiation" or a "gift of gratitude" offered in response to received obligations, making Western ideals of objective quality measurement theoretically implausible. Our inquiry demonstrates that validity is a "situated" social construct arising from the interaction between tool, evaluator, and context. We conclude that local sense-making is paramount; ignoring it risks transforming objective measurement into a "situated social negotiation" that invalidates the results. These findings may resonate across non-Western Asia, where high power distance and collectivism act as barriers to feedback practices. We advocate for a paradigm shift from mere translation to "transculturation" in global health professions education and provide a framework for examining culturally situated interpretations. By aligning evaluation with local values through models such as collective competency (evaluation of the teaching team), teacher-led inquiry, and multi-source feedback, we ensure assessments transcend perfunctory rituals to become meaningful catalysts for dialogue. Shifting responsibility for teacher evaluation from individual dyads to teaching teams mitigates the social risk of direct criticism toward a specific superior, thereby enabling improvements in the educational environment while maintaining psychological safety. Such approaches transform feedback into a shared responsibility for collective clinical safety rather than a one-way subordinate-led judgment. Ultimately, this promotes "qua
临床教师评价的效度研究主要反映了西方的观点。这就模糊了在非西方环境中对这一现象的文化影响,在非西方环境中,证据不足可能导致有效性解释不完整或有偏见。本文整合了四项研究,探讨文化对日本临床教师评估仪器设计和评分意义建构的影响,这是一个以儒家等级和集体主义为特征的背景。对于工具设计(研究1-3),我们使用了严格的多步骤方法,包括通过访谈生成项目,通过专家小组进行内容验证,以及进行结构验证的因子分析。研究结果表明,利益相关者优先考虑“可及性”(咨询的便利性),而不是以西方为中心的临床能力概念。在等级设置中,可访问性作为“结构性先决条件”,以减轻可能暴露教师不足的“社会风险”问题。为了理解评价的意义建构(研究4),建构主义基于理论的方法使用半结构化访谈表明,居民通过对涉及礼(礼)、仁(仁)和义(义)的互惠义务的道德认知来感知评价。在这种文化操作系统中,对上级的批判性评价被视为破坏社会秩序的“不自然的社会行为”。因此,评价从客观测量转变为“情境社会谈判”或“感激的礼物”,以回应所接受的义务,使西方理想的客观质量测量在理论上难以置信。我们的研究表明,效度是一种“情境化”的社会建构,产生于工具、评估者和情境之间的相互作用。我们的结论是,当地的意义是至关重要的;忽视它有可能将客观测量转变为一种使结果无效的“情境社会谈判”。这些发现可能会在非西亚产生共鸣,在那里,高权力距离和集体主义是反馈实践的障碍。我们提倡在全球卫生专业教育中从单纯的翻译到“跨文化”的范式转变,并提供了一个审查文化情境解释的框架。通过集体能力(对教学团队的评估)、教师主导的调查和多源反馈等模式,将评估与当地价值观结合起来,我们确保评估超越了敷衍的仪式,成为对话的有意义的催化剂。将教师评价的责任从个体二人组转移到教学团队,可以减轻直接批评特定上级的社会风险,从而在保持心理安全的同时改善教育环境。这种方法将反馈转变为集体临床安全的共同责任,而不是单向的下属主导的判断。最终,这促进了“质量文化”,在这种文化中,教师的“任”与居民的反思参与相结合,确保在不同的文化景观中真正的教师发展和病人护理。
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引用次数: 0
Accreditor Shopping and a Race to the Bottom for Caribbean Medical Schools. 加勒比医学院的评审购物和逐底竞争。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-12 DOI: 10.1080/10401334.2026.2731478
Sean Tackett

For-profit, English-speaking Caribbean medical schools have enrolled thousands of US citizens over the past 50 years. While successful graduates have gone on to make substantial contributions to the US physician workforce, many students have not completed their programs and instead been left with debt and no degree. The US government first attempted to regulate quality in Caribbean medical schools when it established the National Committee on Foreign Medical Education Accreditation in 1994, which led to the first medical school accreditor working in the Caribbean in 1995. Persistent concerns about quality prompted the Educational Commission for Foreign Medical Graduates to create a new requirement in 2010 to have accreditors evaluated by the World Federation for Medical Education (WFME) and "recognized" if they met WFME's criteria. As of 2026, six WFME-recognized accreditors were operating in the Caribbean; two located in the Caribbean, the others based in Ireland, Netherlands, Kazakhstan, and Kyrgyzstan. There is evidence that some schools have begun to avoid stringent standards by switching to more favorable terms offered by a different accreditor. There is also evidence that accreditors have tolerated high rates of attrition and student debt among accredited schools. The Caribbean medical education market has expanded beyond medical schools to include a market for accreditors. It challenges the traditional assumptions that medical schools' primary purpose is to produce a physician workforce for their national population and that accreditors serve public interests by monitoring school quality. Incentives in the Caribbean instead favor schools functioning primarily as a source of foreign income for their governments and encourage accreditors to cater to school interests. As the globalization of medical education and accreditation continues, the Caribbean market may serve as a cautionary tale, where ineffective regulation can leave medical students vulnerable to the motivations of profit-oriented medical schools.

以营利为目的、讲英语的加勒比医学院在过去50年里招收了数千名美国公民。虽然成功的毕业生为美国的医生队伍做出了重大贡献,但许多学生没有完成他们的课程,而是负债累累,没有获得学位。1994年,美国政府成立了国家外国医学教育认证委员会,首次尝试规范加勒比海地区医学院的质量。1995年,该委员会在加勒比海地区设立了第一个医学院认证机构。对质量的持续关注促使外国医学毕业生教育委员会在2010年制定了一项新要求,要求由世界医学教育联合会(WFME)对认证机构进行评估,如果他们符合WFME的标准,就予以“认可”。截至2026年,在加勒比地区有6家世界金融市场组织认可的机构开展业务;两个位于加勒比海地区,其他位于爱尔兰、荷兰、哈萨克斯坦和吉尔吉斯斯坦。有证据表明,一些学校已经开始通过转向其他认证机构提供的更优惠的条款来避免严格的标准。还有证据表明,认证机构容忍了认证学校的高流失率和学生债务。加勒比医学教育市场已扩展到医学院以外,包括认证机构市场。它挑战了传统的假设,即医学院的主要目的是为本国人口培养医生队伍,认证机构通过监督学校质量来服务于公共利益。相反,加勒比地区的激励措施有利于学校主要作为其政府的外国收入来源,并鼓励认证机构迎合学校的兴趣。随着医学教育和认证全球化的继续,加勒比市场可能成为一个警示故事,在那里,无效的监管可能使医学生容易受到以利润为导向的医学院的动机的影响。
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引用次数: 0
Whose Voice Sounds Professional? Accent, Fluency, and the Politics of Communication Assessment in Health Professions Education. 谁的声音听起来很专业?卫生专业教育中口音、流利性与沟通政治评估。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-07 DOI: 10.1080/10401334.2026.2726321
Waseem Jerjes
<p><p><b><i>Phenomenon:</i></b> Communication is among the most valued domains in health professions education, yet communication assessment is rarely neutral. Across bedside teaching, workplace-based assessment, objective structured clinical examinations, narrative evaluations, and teaching evaluations, "good communication" can quietly become shorthand for sounding like the locally dominant linguistic group. Accent, dialect, pace, lexical choice, and perceived fluency may then be interpreted as confidence, clarity, professionalism, or fit, even when understanding is adequate and the learner's clinical reasoning and relational skills are strong. These judgments matter because communication ratings are cumulative, subjective, and often high stakes. <b><i>Approach:</i></b> This critical perspective uses a linguistic justice and critical sociolinguistic lens to reappraise communication assessment in health professions education. Drawing on recent literature, it distinguishes accent from comprehensibility, multilingual ability from monolingual fluency, and patient-centered communication from assimilation to dominant linguistic norms. It also examines the social meaning attached to speech and how that meaning travels through assessment systems. <b><i>Findings:</i></b> Experimental studies that isolate accent within controlled assessment settings have not uniformly demonstrated direct score penalties, suggesting that accent alone is not a simple or universal determinant of poorer marks. However, this does not establish neutrality. Broader literatures show that language functions as a proxy for race and belonging, that faculty accent can influence teaching evaluations, and that narrative and milestone-based assessments can encode patterned bias in impressionistic domains. Meanwhile, evidence from clinical communication, interpreter use, and language-concordant care suggests that what improves care for linguistically diverse patients is not accent conformity but comprehensibility, interpreter teamwork, respectful language, and verified multilingual competence. Current assessment systems often under-measure these capacities while over-valuing linguistic assimilation. <b><i>Insights:</i></b> Communication assessment should therefore move away from asking who sounds professional and toward asking what patients can understand, what teams can safely act on, and how learners adapt communication across linguistic difference. This article proposes a justice-oriented approach that makes hidden linguistic norms visible, revises assessment language, audits narrative comments for patterned bias, incorporates interpreter-mediated encounters, and creates rigorous pathways for assessing non-English language proficiency. Reframing communication in this way can make assessment more equitable without weakening standards. On the contrary, it aligns assessment with the realities of contemporary care and with the educational task of preparing clinicians for linguistically di
现象:沟通是卫生专业教育中最受重视的领域之一,但沟通评估很少是中立的。在床边教学、基于工作场所的评估、客观结构化的临床检查、叙事评估和教学评估中,“良好的沟通”可以悄悄地成为听起来像当地主导语言群体的简写。口音、方言、语速、词汇选择和感知到的流利度可能被解释为自信、清晰、专业或合适,即使当理解是足够的,学习者的临床推理和关系技能很强时也是如此。这些判断很重要,因为沟通评级是累积的、主观的,而且往往是高风险的。方法:这种批判性的视角使用语言公正和批判性的社会语言学视角来重新评估卫生专业教育中的沟通评估。根据最近的文献,它将口音与可理解性区分开来,将多语言能力与单语言流利区分开来,将以患者为中心的沟通从同化到主导语言规范区分开来。它还研究了附着在言语上的社会意义,以及这种意义如何通过评估系统传播。研究结果:在受控评估设置中分离口音的实验研究并没有统一地证明直接的分数扣分,这表明口音本身并不是导致较差分数的简单或普遍的决定因素。然而,这并不能建立中立性。更广泛的文献表明,语言可以作为种族和归属感的代理,教师口音可以影响教学评估,叙事和基于里程碑的评估可以编码印象主义领域的模式偏见。同时,来自临床交流、口译员使用和语言和谐护理的证据表明,改善语言不同患者护理的不是口音一致性,而是可理解性、口译员团队合作、尊重语言和经过验证的多语言能力。目前的评估系统往往低估了这些能力,而高估了语言同化。洞察:因此,沟通评估应该从询问谁听起来专业,转向询问患者能理解什么,团队能安全地采取行动,以及学习者如何适应跨语言差异的沟通。本文提出了一种以公正为导向的方法,使隐藏的语言规范变得可见,修改评估语言,审计叙事评论中的模式偏见,纳入口译员介导的遭遇,并创建严格的评估非英语语言能力的途径。以这种方式重新构建沟通,可以在不削弱标准的情况下使评估更加公平。相反,它使评估与当代护理的现实以及使临床医生为语言多样化的卫生系统做好准备的教育任务保持一致。
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引用次数: 0
Assessing the Scope and Alignment of Undergraduate Research Training: A Computational Analysis of Thesis Topics in a Medical University Context. 评估本科生研究训练的范围和一致性:医科大学背景下论文主题的计算分析。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-07 DOI: 10.1080/10401334.2026.2727054
Shenglu Ye

Undergraduate research training is a fundamental component of health professions education, intended to develop critical thinking and scientific inquiry. However, systematic evidence regarding the scope and alignment of student research topics with disciplinary expectations and educational program objectives remains limited. This study examined patterns in undergraduate thesis topics within a Chinese medical university context, using a computational framework to assess their alignment with institutional positioning, established disciplinary research, and peer-recognized undergraduate achievement. A total of 392 undergraduate theses from an applied psychology program (2022-2025) at a Chinese medical university were analyzed using a combination of expert evaluation and BERTopic modeling. To benchmark the currency and diversity of these topics, student work was mapped against a joint model of 2,790 peer-reviewed psychology journal articles and award-winning theses from Chinese peer institutions. The findings indicate a pronounced misalignment between the clinical resources available at the institution and the research practices reflected in student theses; despite the university's positioning as an academic medical center, fewer than 3% of student theses recruited patient populations, while 81% relied on convenience sampling of fellow students via questionnaires. Topic modeling further showed substantial concentration, with 69% of theses clustering into just four narrow domains that occupy only 30% of the available disciplinary topic space. This pattern reflects limited engagement with methodologically demanding, experimentally oriented topics that characterize much of the published disciplinary research. This concentration was associated with organizational dynamics; specifically, a 51% decline in faculty availability and the departure of medical specialists from the institution coincided with students clustering into low-resource, supervisor-centric research domains. These findings illustrate how institutional positioning and faculty constraints can create self-reinforcing bottlenecks that limit student exposure to clinical environments, even in the presence of formal goals for clinical research productivity. This study offers a scalable computational framework for examining research training and highlights the need for programs to structurally align their clinical assets with undergraduate curricular pathways.

本科研究训练是卫生专业教育的基本组成部分,旨在培养批判性思维和科学探究。然而,关于学生研究课题与学科期望和教育计划目标的范围和一致性的系统证据仍然有限。本研究考察了中国医科大学背景下的本科论文主题模式,使用计算框架评估其与机构定位、已建立的学科研究和同行认可的本科成就的一致性。采用专家评价与BERTopic建模相结合的方法,对某中医药大学应用心理学专业(2022-2025)392篇本科论文进行分析。为了衡量这些主题的广泛性和多样性,研究人员将学生的工作与2790篇同行评审的心理学期刊文章和来自中国同行机构的获奖论文的联合模型进行了对比。研究结果表明,该机构现有的临床资源与学生论文中反映的研究实践之间存在明显的不一致;尽管该大学的定位是一个学术医学中心,但只有不到3%的学生论文招募了患者群体,而81%的学生通过问卷调查对同学进行了方便的抽样。主题建模进一步显示了大量的集中,69%的论文聚类到四个狭窄的领域,这些领域只占可用学科主题空间的30%。这种模式反映了对方法要求高、以实验为导向的主题的有限参与,而这些主题是许多已发表的学科研究的特征。这种集中与组织动力学有关;具体来说,教员数量下降了51%,医学专家离开了该机构,与此同时,学生们聚集在资源匮乏、以导师为中心的研究领域。这些发现说明了机构定位和教师约束如何产生自我强化的瓶颈,限制了学生接触临床环境,即使在临床研究生产力的正式目标存在的情况下。本研究为研究培训提供了一个可扩展的计算框架,并强调了项目在结构上将其临床资产与本科课程路径结合起来的必要性。
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引用次数: 0
The Allure of "Objective" Data in US Medical Student Assessment and Residency Selection-Are Faulty Data Better than None? “客观”数据在美国医学生评估和住院医师选择中的吸引力——有缺陷的数据比没有好吗?
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-09-07 DOI: 10.1080/10401334.2026.2727057
Debra Klamen, Richard Austin

Recent commentaries have urged reconsideration of the shift away from tiered grading in US medical schools and the removal of numerical scores on the US Medical Licensing Exam Step 1 examination. They suggest the move to pass/fail may negatively impact decision-making, especially affecting residency selection. By arguing for the need for data to help residency programs stratify applicants, they risk overstating the objectivity of "hard data" and overlooking the long-term goal of educating future doctors. We examine the history of tiered grading and explore the evidence that led to shifts away from such grading formats. Tiered systems often rely on multiple-choice question assessments that introduce bias and assess only medical knowledge. They show extreme variability and grade inflation, and studies have consistently demonstrated racial and gender disparities. Moreover, Step 1, which was never designed to stratify students' performances, has not been shown to predict future physician clinical success in any significant way. Claims that the shift away from tiered grading has resulted in detrimental student behaviors or bias against students from specific schools are unsubstantiated. In contrast, pass/fail grading leads to improved student well-being, intrinsic motivation, and mastery-oriented learning environments. Returning to competitive assessment, which stratifies residency applications, prioritizes a comfortable system over one with substantial validity evidence. Our efforts are better spent on developing new programmatic systems that incorporate holistic data, leverage artificial intelligence, and combine narrative feedback to assess our learners and prepare them to be competent physicians. We should strive to link assessments to long-term outcomes before using them to determine students' fates. We should not return to familiar data because they help residency programs stratify learners at the expense of their learning.

最近的评论敦促重新考虑美国医学院取消分层评分和取消美国医学执照考试第一步考试的数字分数。他们认为,通过/不通过的做法可能会对决策产生负面影响,尤其是对住院医师的选择。他们辩称需要数据来帮助住院医师项目对申请人进行分层,这可能会夸大“硬数据”的客观性,而忽视了培养未来医生的长期目标。我们检查分级分级的历史,并探讨导致从这种分级格式转移的证据。分级系统通常依赖于引入偏见的多项选择题评估,并且只评估医学知识。他们表现出极端的差异和分数膨胀,研究一直表明种族和性别差异。此外,步骤1从来没有被设计用来对学生的表现进行分层,也没有被证明能以任何重要的方式预测未来医生的临床成功。有人声称,分级评分制度的改变导致了有害的学生行为或对特定学校学生的偏见,这是没有根据的。相比之下,及格/不及格评分会改善学生的幸福感、内在动机和以掌握为导向的学习环境。回到竞争评估,这将住院申请分层,优先考虑一个舒适的系统,而不是一个有大量有效证据的系统。我们的努力最好花在开发新的程序化系统上,这些系统可以整合整体数据,利用人工智能,并结合叙事反馈来评估我们的学习者,使他们成为合格的医生。在用评估来决定学生的命运之前,我们应该努力将评估与长期结果联系起来。我们不应该回到熟悉的数据,因为它们帮助住院医师计划以牺牲学习者的学习为代价对学习者进行分层。
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引用次数: 0
Beyond the Grind: "Rest is Resistance" in Health Professions Education. 超越磨炼:卫生专业教育中的“休息就是抵抗”。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-08-31 DOI: 10.1080/10401334.2026.2723924
Maranda C Ward, Paula Latortue Albino, Ruth Bueter, Grace E Henry, Juliet Lee, Zareen Zaidi

Rooted in spiritual energy and centered in Black liberation, Afrofuturism, and feminism, Hersey's "Rest is Resistance" framework encourages deliberate rest practices as a personal necessity and a form of political resistance. Inspired by her work, we are a group of health professions education scholars from minoritized backgrounds using our lived experiences to illustrate the application of our "Rest is Resistance" framework. The demands of academic medicine, defined by productivity in clinical, scholarly, and educational domains, combined with personal obligations, run counter to rest. Enduring long hours and pushing oneself to exhaustion imply that needing to rest is a sign of weakness, and this so-called "grind culture" in medicine is pervasive. The expectations of a culture of self-sacrifice and dedication come at a cost to mental health and self-care. Minoritized faculty and trainees disproportionately experience the negative consequences of these expectations, including mental and racial battle fatigue. We introduce "Rest is Resistance"-a deliberate and necessary act of self-preservation against capitalism and structural injustices-and offer practices for individuals in the health professions to consider. The call for rest is not relegated to just physically resting our bodies. Rather, our call for rest is used metaphorically as a form of political, spiritual, and cultural resistance against oppressive systems, particularly capitalism and white supremacy, to promote a conscious slowing to reclaim individual agency and humanity. We hope that introducing "Rest is Resistance" as a framework in health professions education will promote well-being and support minoritized health care professionals and trainees, in particular, so that they can be fully present and create a sustainable healthcare culture that values everyone.

Hersey的“休息即抵抗”框架根植于精神能量,以黑人解放、非洲未来主义和女权主义为中心,鼓励有意识的休息实践,将其作为个人需要和政治抵抗的一种形式。受她工作的启发,我们是一群来自少数族裔背景的卫生专业教育学者,用我们的生活经验来说明我们的“休息就是抵抗”框架的应用。学术医学的需求,由临床、学术和教育领域的生产力定义,与个人义务相结合,与休息背道而驰。忍受长时间的工作,把自己逼到精疲力竭,意味着需要休息是软弱的表现,这种所谓的“磨磨文化”在医学上很普遍。对自我牺牲和奉献的文化的期望是以精神健康和自我保健为代价的。少数族裔教职员工和受训者不成比例地经历了这些期望的负面后果,包括精神和种族斗争疲劳。我们介绍了“休息就是抵抗”——一种针对资本主义和结构性不公正的有意识的、必要的自我保护行为——并为从事卫生专业的个人提供了一些可供考虑的做法。对休息的要求不仅仅是让我们的身体得到休息。相反,我们对休息的呼吁被比喻为一种政治、精神和文化抵抗压迫制度的形式,尤其是资本主义和白人至上主义,以促进有意识地放慢速度,重新找回个人能动性和人性。我们希望将“休息就是抵抗”作为卫生专业教育的框架,以促进福祉,特别是支持少数群体的卫生保健专业人员和学员,使他们能够充分参与,创造一种重视每个人的可持续的卫生保健文化。
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引用次数: 0
The Future of Healthcare Leadership Education: A Consensus Vision and Research Agenda from an International Working Group. 医疗领导教育的未来:一个国际工作组的共识愿景和研究议程。
IF 2.4 3区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-08-26 DOI: 10.1080/10401334.2026.2718968
Judy Gelber, Suzanna S Fitzpatrick, Tiffany M Jordan, Duaa Alammari, Neil E Grunberg, Sandra Ramelli, Tina Wu, Erin S Barry

Healthcare systems worldwide face escalating complexity driven by workforce shortages, increasing patient acuity, interprofessional practice demands, and rapid technological transformation, including artificial intelligence. These pressures require leadership capacity across all levels of healthcare, yet leadership development within healthcare curricula remains inconsistent, fragmented, and variably aligned with clinical realities. Although numerous national and professional frameworks provide leadership competencies, significant heterogeneity persists in how leadership is conceptualized, implemented, and evaluated. To examine the current landscape and identify priorities for advancement, the International Leadership Association convened an interdisciplinary working group at the 2024 Healthcare Leadership Conference. Working group members represented multiple health professions, countries, and leadership development traditions. Through facilitated dialogue and collective synthesis, the group examined shared opportunities, persistent implementation challenges, and future directions for healthcare leadership education. Across contexts, working group members identified common cross-cutting themes essential to effective leadership development. Despite growing consensus regarding these domains, significant challenges limit progress, including curricular constraints, limited faculty expertise, cultural hierarchies, fragmented assessment approaches, inequitable resource distribution, and lack of consensus on meaningful outcome measures. Acknowledging gaps in knowledge and workplace constraints, our working group constructed a consensus vision for the future of leadership development for healthcare providers. This vision emphasizes leadership as a core professional value for all healthcare providers; longitudinal, developmentally aligned curricula; explicit integration of followership; systems thinking and change leadership; preparedness for digital transformation; and creation of psychologically safe organizational learning environments. The group further proposes a corresponding research and development agenda prioritizing standardized competencies, longitudinal evaluation strategies, culturally responsive leadership models, and strengthened international collaboration. Advancing leadership development across healthcare providers requires coordinated multinational efforts, evidence-informed program design, and shared success metrics.

由于劳动力短缺、患者敏锐度提高、跨专业实践需求以及包括人工智能在内的快速技术变革,全球医疗保健系统面临着日益复杂的问题。这些压力需要各级医疗保健的领导能力,但医疗保健课程中的领导能力发展仍然不一致,支离破碎,并且与临床现实相一致。尽管许多国家和专业框架提供了领导能力,但在如何概念化、实施和评估领导力方面仍然存在显著的异质性。为了检查当前的情况并确定优先事项,国际领导力协会在2024年医疗保健领导力会议上召集了一个跨学科工作组。工作组成员代表了多个卫生专业、国家和领导力发展传统。通过促进对话和集体综合,该小组审查了医疗保健领导教育的共同机会、持续的实施挑战和未来方向。在不同的背景下,工作组成员确定了对有效领导力发展至关重要的共同跨领域主题。尽管对这些领域的共识越来越多,但重大挑战限制了进展,包括课程限制、有限的教师专业知识、文化等级、分散的评估方法、不公平的资源分配以及对有意义的结果测量缺乏共识。认识到知识和工作场所限制方面的差距,我们的工作组为医疗保健提供者的领导力发展的未来构建了共识愿景。这一愿景强调领导力是所有医疗保健提供者的核心专业价值;纵向的、与发展相一致的课程;显性追随整合;系统思维与变革领导力;为数字化转型做好准备;创造心理安全的组织学习环境。该小组进一步提出了相应的研究和发展议程,优先考虑标准化能力、纵向评估战略、文化响应型领导模式和加强国际合作。促进医疗保健提供者之间的领导力发展需要协调的多国努力、循证的项目设计和共享的成功指标。
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引用次数: 0
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Teaching and Learning in Medicine
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