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Data science in health professions education: promises and challenges.
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-02-10 DOI: 10.1007/s10459-025-10415-w
J Cleland, L Grierson, M Tolsgaard
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引用次数: 0
It takes a village: an ethnographic study on how undergraduate medical students use each other to learn clinical reasoning in the workplace.
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-02-10 DOI: 10.1007/s10459-024-10404-5
Larissa I A Ruczynski, Marjolein H J van de Pol, Shiba Hashmi, Erwin J H Vos, Cornelia R M G Fluit, Bas J J W Schouwenberg

When students learn with-and from-other students, it is called peer-assisted learning (PAL). How undergraduate medical students use their peers for their clinical-reasoning learning process remains unclear, although literature suggests that it is a promising learning strategy at this stage. This research therefore explores the question: 'How is PAL manifested in the clinical learning environment of undergraduate medical students with regard to developing clinical-reasoning skills?'. A constructivist paradigm with a sociocultural theoretical framework was adopted for this research, using PAL and workplace learning as theoretical background. Focused ethnography and a combination of template and open coding was used to gather and analyze qualitative data. Twenty semi-structured interviews were conducted with nine students, four residents, and seven clinical supervisors. A total number of 31.5 h were used for five clinical observations. Following categories were used to describe the data: (1) the role of PAL in the clinical-reasoning learning practice, in which PAL-theory was placed alongside clinical practice, (2) the role of different actors during PAL and (3) the PAL environment, in which contextual factors have been scrutinized. Students deploy various categories of PAL to advance their clinical-reasoning skills, although they were largely unaware of these processes, and facilitation of PAL is not consistently provided. Three topics of discussion are identified that need to be acknowledged: (1) the design of a PAL environment that is conducive to collaborative learning, (2) the shifting roles of peers when they enter clinical practice, and (3) the individualistic tendencies of students that can hamper PAL. Future research could focus on stimulating and facilitating PAL among the next generation of students and integrating PAL into the clinical practice workflow.

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引用次数: 0
Understanding (de)motivating interaction styles of healthcare professionals in training: a profile approach.
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-02-10 DOI: 10.1007/s10459-025-10414-x
Laura Hesters, Sofie Compernolle, Marieke De Craemer, Veerle Duprez, Ann Van Hecke, Katrien De Cocker

Self-management is important for people coping with chronic diseases. The self-determination theory (SDT) emphasizes the role of healthcare professionals' (HCPs) (de)motivating interaction styles in either supporting or thwarting patients' self-management behavior. Since developing (de)motivating interaction styles starts during education, this study aimed to identify profiles among HCPs in training based on their (de)motivating interaction styles and to assess how these profiles differ in sample characteristics, SDT-beliefs, and self-efficacy in self-management support. Cross-sectional data were collected using self-reported questionnaires among nurses (n = 125) and physiotherapists (n = 257) in training (total participants: n = 382). Cluster analyses were performed to identify the profiles followed by chi-square tests and MANCOVA-tests to assess profile differences. Five profiles were identified, labelled as: motivating (16%), active (22%), undifferentiated (29%), demotivating (17%) and inactive (17%). The motivating profile contained fewer men (10%), while the demotivating profile had a higher proportion of men (52%) compared to the whole sample distribution (28%). Fewer nursing students were categorized to the active profile (20%) compared to the overall sample distribution (33%). Higher SDT-beliefs and self-efficacy in self-management support were noted in the motivating and active profiles as opposed to the demotivating and inactive profiles. These results contribute to a better understanding of healthcare students' interaction styles during patient self-management support. In education of HCPs, a focus on improving SDT-beliefs and self-efficacy in self-management support, may help HCPs to improve their interaction profile towards people with chronic diseases.

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引用次数: 0
Using clinical cases with diagnostic errors and malpractice claims: impact on anxiety and diagnostic performance in GP clinical reasoning education.
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-02-03 DOI: 10.1007/s10459-025-10412-z
Charlotte van Sassen, Silvia Mamede, Jacky Hooftman, Walter van den Broek, Patrick Bindels, Laura Zwaan

Erroneous and malpractice claim cases reflect knowledge gaps and complex contextual factors. Incorporating such cases into clinical reasoning education (CRE) may enhance learning and diagnostic skills. However, they may also elicit anxiety among learners, potentially impacting learning. As a result, the optimal utilization of such cases in CRE remains uncertain. This study aims to investigate the effect of erroneous and malpractice claim case vignettes on anxiety and future diagnostic performance in CRE and explores possible underlying factors that may influence learning, including self-reported confidence in the final diagnosis, learners' satisfaction, and retrospective impact of the cases. In this three-phase experiment, GP residents and supervisors were randomly assigned to one of three experimental conditions: neutral (without reference to an error), erroneous (involving a diagnostic error), or malpractice claim (involving a diagnostic error along with a malpractice claim description). During the first session, participants reviewed six cases exclusively in the version of their assigned condition, with anxiety levels measured before and after. In the second session, participants solved six neutral clinical cases featuring the same diagnoses as those in the learning phase but presented in different scenarios, along with four filler cases. Diagnostic performance and self-reported confidence in the diagnosis were assessed. The third session measured learners' satisfaction and longer-term impact on the participants. Case vignettes featuring diagnostic errors or malpractice claims did not lead to increased anxiety and resulted in similar future diagnostic performance compared to neutral vignettes. Additionally, self-reported confidence, learners' satisfaction and long-term impact scores did not differ significantly between conditions. This suggests these cases can be integrated into CRE programs, offering a valuable source of diverse, context-rich examples that broaden case libraries without interfering with diagnostic performance or causing anxiety in learners.

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引用次数: 0
Developing an educational blueprint for surgical handover curricula: a critical review of the evidence.
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-02-01 DOI: 10.1007/s10459-025-10410-1
Anastasija Simiceva, Jessica M Ryan, Walter Eppich, Dara O Kavanagh, Deborah A McNamara, Marie Morris

Background Currently no guidelines exist for the development of surgical handover educational curricula. This critical review synthesises the relevant literature to identify best approaches to handover education and develop an evidence-based framework for teaching and assessing surgical handover skills. Methods The following resources were critically reviewed by two independent researchers to identify key educational components; (1) all published studies primarily utilising an educational intervention to improve surgical handover up to May 2023, (2) key international guidelines and (3) reviews of all handover interventions published within the last 10 years. Results A total of eight comparative studies, two systematic reviews, and four handover guidelines were included. Findings were reported across eight domains; including educational setting, approach, format, content, resources used, assessment, student feedback, and follow-up training. A framework for developing surgical handover curricula was also reported. Conclusion The reported educational framework or 'blueprint' aims to assist educators across multiple settings to develop evidence-based surgical handover curricula for undergraduate and postgraduate learners. Future studies need to achieve higher Kirkpatrick levels to demonstrate both effectiveness and sustainability of educational interventions, ensuring safer patient care.

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引用次数: 0
Measuring adaptive expertise and adaptive performance in (becoming) healthcare professionals: a scoping review of measurement instruments.
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-30 DOI: 10.1007/s10459-025-10413-y
Elske Hissink, Els Pelgrim, Loek Nieuwenhuis, Lotte Bus, Wietske Kuijer-Siebelink, Marieke van der Schaaf

Professional work in healthcare is increasingly disruptive, requiring professionals to be flexible and adaptable. Research on adaptive expertise and adaptive performance in healthcare has grown, and operationalisation and measurement of these concepts are crucial to meet professionals' evolving needs. This study provides an overview of measurement instruments for adaptive expertise and adaptive performance in (becoming) healthcare professionals, including an evaluation of their operationalisations and the amount of evidence supporting their quality. A scoping review was conducted, including an analysis of operationalisations and the amount of evidence supporting the quality of instruments, based on the criteria outlined in the Standards for Educational and Psychological Testing (2014). Seventeen articles were included, comprising nineteen measurement instruments, three of which were specifically developed for the healthcare domain. The instruments, categorized into six types, varied in the nature and volume of evidence supporting their quality. Analysis of the operationalisations led to a clearer understanding of the concepts, with themes emerging around adaptive expertise and adaptive performance. The study reveals a dominance of self-evaluation and job requirement instruments, while other methods, such as design scenarios, mixed-methods instruments, and collegial verbalization, are underrepresented. Instruments developed specifically for healthcare need further validation and reliability testing. The categorization of subscales into 13 themes provides further clarification of the concepts and suggestions for future research. Instruments to measure adaptive expertise and adaptive performance are limited and vary in conceptualisation, operationalisation and quality. Further research is needed to improve the validity and reliability of healthcare-specific instruments.

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引用次数: 0
Ambiguity in robotic surgical instruction: lessons from remote and in-person simulation. 机器人手术指导的模糊性:来自远程和现场模拟的经验教训。
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-17 DOI: 10.1007/s10459-024-10408-1
Riley Brian, Laura Sterponi, Alyssa Murillo, Daniel Oh, Hueylan Chern, Elliott Silverman, Patricia O'Sullivan

The rise of robotic surgery has been accompanied by numerous educational challenges as surgeons and trainees learn skills unique to the robotic platform. Remote instruction is a solution to provide surgeons ongoing education when in-person teaching is not feasible. However, surgical instruction faces challenges from unclear communication. We aimed to describe, examine, and compare ambiguities in remote and in-person robotic instruction. We designed a simulation scenario in which a standardized learner performed tasks in robotic surgery while making pre-scripted errors. Instructors provided remote or in-person instruction to the standardized learner. We applied tools from discourse analysis to transcribe sessions, identify instructional instances, classify ambiguities, and select passages for further review. We used tests of proportions to compare ambiguities between the settings. We conducted four simulation sessions, including two remote and two in-person sessions, and identified 206 instructional instances. Within these, we found 964 occurrences of three common semantic ambiguities, or ambiguities arising from words alone. Instructors used visual tools - thus employing multimodality - to clarify semantic ambiguities in 32% of instructional instances. We identified a similar degree of referential ambiguity, or ambiguity for which context from multimodality did not provide clarifying information, during remote (60%) and in-person (48%) instructional instances (p = 0.08). We described, examined, and compared ambiguities in remote and in-person instruction for simulated robotic surgery. Based on the high prevalence of ambiguity in both settings, we recommend that robotic instructors decrease referential ambiguity. To do so, instructors can reduce semantic ambiguity, harness multimodality, or both.

机器人手术的兴起伴随着许多教育挑战,因为外科医生和受训者需要学习机器人平台特有的技能。远程教学是在现场教学不可行的情况下为外科医生提供持续教育的一种解决方案。然而,手术指导面临着沟通不清的挑战。我们的目的是描述、检查和比较远程和现场机器人教学中的模糊性。我们设计了一个模拟场景,在这个场景中,一个标准化的学习者在机器人手术中执行任务,同时犯预先设定的错误。教师为标准化学习者提供远程或面对面的指导。我们运用话语分析的工具来记录会话,识别教学实例,对歧义进行分类,并选择段落进行进一步复习。我们使用比例测试来比较设置之间的歧义。我们进行了四次模拟会议,包括两次远程会议和两次现场会议,并确定了206个教学实例。其中,我们发现964次出现了三种常见的语义歧义,或者仅由单词引起的歧义。在32%的教学实例中,教师使用可视化工具(即采用多模态)来澄清语义歧义。在远程(60%)和现场(48%)教学实例中,我们发现了相似程度的参考歧义,或多模态上下文不能提供澄清信息的歧义(p = 0.08)。我们描述,检查,并比较模糊的远程和现场指导模拟机器人手术。基于这两种情况下歧义的高普遍性,我们建议机器人教练减少参考歧义。为此,教师可以减少语义歧义,利用多模态,或两者兼而有之。
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引用次数: 0
The birth of the virtual clinic: welcome to the Mediverse. 虚拟诊所的诞生:欢迎来到Mediverse。
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-13 DOI: 10.1007/s10459-024-10407-2
Robert Paul, David Rojas, Maria Athina Martimianakis, Lauren Chad, Karen Leslie, Peter Rossos, Catherine Wang, Mitchell Irving, Ramanan Aiyadurai, Cynthia Ruth Whitehead

The COVID-19 pandemic triggered a global pivot to virtual care (VC) technologies. While there has been considerable academic work exploring the "how" of VC, few studies have explored the impact of this pivot, its unintended consequences, and its governing rationales. This study addresses this gap in relation to care, professional identity and the evolving requirements for health professions education. Collected over three years, data for this study included evaluation surveys (134), interviews (59), publicly-available documents (240), and academic articles (217). Interviews and surveys were conducted in the Toronto Academic Health Science Network (TAHSN) and in a European academic medical centre (Maastricht UMC). Criteria for academic literature were that they addressed the shift to VC and were published between 2019 and 2023. Foucault's work, The Birth of the Clinic, his methodologies of Critical Discourse Analysis and his concept of spatiality, guided the analysis. Patients, clinicians and institutional leaders were appreciative of VC and the perceived improvements brought to care logistics, patient experience and efficiencies. Two discourses governed these sentiments-VC as a tool for both "service" and "managerialism." Assessing changes in clinical practice, experience and professional identity, our analysis suggested that a new virtual clinical space was being produced, one in which rules and experiences were different from that of a classical clinic. We named this new space the "Mediverse"-a space of undiscovered complexity with material and unintended consequences on user experience. This study identifies a new framework in which to study and assess this new clinical space.

COVID-19 大流行引发了全球转向虚拟医疗(VC)技术。虽然学术界对 "如何 "使用虚拟医疗技术进行了大量探讨,但很少有研究对这一转变的影响、意外后果及其管理原理进行探讨。本研究从护理、专业身份和不断变化的卫生专业教育要求等方面填补了这一空白。本研究的数据收集历时三年,包括评估调查(134 份)、访谈(59 份)、公开文件(240 份)和学术文章(217 篇)。访谈和调查在多伦多学术健康科学网络(TAHSN)和欧洲学术医学中心(马斯特里赫特大学医学中心)进行。学术文献的标准是,这些文献涉及向VC的转变,且发表于2019年至2023年之间。福柯的著作《诊所的诞生》、批判性话语分析方法及其空间概念为分析提供了指导。患者、临床医生和机构领导都对虚拟学院表示赞赏,并认为虚拟学院改善了医疗后勤、患者体验和效率。有两种论述支配着这些情绪--将虚拟中心作为 "服务 "和 "管理 "的工具。通过评估临床实践、经验和专业身份的变化,我们的分析表明,一个新的虚拟临床空间正在形成,其中的规则和经验与传统诊所不同。我们将这一新空间命名为 "Mediverse"--一个尚未被发现的复杂空间,它对用户体验产生了意想不到的实质性影响。本研究确定了研究和评估这种新临床空间的新框架。
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引用次数: 0
Big data analysis: examination of the relationship between candidates' sociodemographic characteristics and performance in the UK's Membership of the Royal College of Physicians Part 1 examination. 大数据分析:考生的社会人口特征与英国皇家医学院会员资格第 1 部分考试成绩之间的关系研究。
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-12-20 DOI: 10.1007/s10459-024-10406-3
Peter W Johnston, Rute Vieira, Isobel M Cameron, Ben Kumwenda, Kim A Walker, Jennifer A Cleland

Big datasets and data analytics enable granular analyses examining group differences in performance. Our focus is on differential attainment (DA) in postgraduate College (Board) examinations. We asked: Are candidates' sociodemographic characteristics associated with performance on the UK's Membership of the Royal College of Physicians (MRCP) Part 1 after adjusting for medical school performance (MSP) and type of medical programme? This was a retrospective longitudinal cohort study of 6040 medical graduates with linked sociodemographic data in the UK Medical Education Database qualifying from a UK medical school (2012-2014) and sitting MRCP Part 1 before October 2019. Chi-squared tests established univariable associations with MRCP performance (pass/fail first sitting MRCP Part 1). Multivariable mixed-effects logistic regression identified independent explanatory factors of success, adjusted for medical school. The odds (95% CI) of passing MRCP Part 1 exams on first sitting were greater for men (OR = 1.61, CI 1.42-1.81, p < 0.001) and those on a graduate entry programme (OR = 1.44, 1.05-1.99, p < 0.001). The odds of passing were lower as age increases (OR = 0.87, 0.85-0.90, p < 0.001), for minority ethnic (OR = 0.61, CI 0.53-0.7, p < 0.001), and gateway to medicine (OR = 0.49, CI 0.27-0.90, p = 0.02) candidates. After adjusting for MSP, odds were greater for passing in men (OR = 1.62, CI 1.24-2.11, p < 0.001) and candidates with higher MSP (OR = 4.12, CI 3.40-4.96, p < 0.001). Our findings illustrate how performance on MRCP part 1 is associated with group-level social and educational factors. This DA may be due to aspects of the assessment itself, and/or the persistent nature of social and educational disadvantage.

大数据集和数据分析可以对各组的表现差异进行细粒度分析。我们的重点是研究生院(理事会)考试中的差异成就(DA)。我们的问题是:在调整医学院成绩(MSP)和医学项目类型后,候选人的社会人口学特征是否与英国皇家医师学院(MRCP)第一部分会员资格的表现有关?这是一项回顾性纵向队列研究,研究对象为6040名医学毕业生,他们具有英国医学教育数据库中相关的社会人口学数据(2012-2014年),从英国医学院获得资格,并在2019年10月之前参加MRCP第1部分。卡方检验建立了与MRCP表现的单变量关联(首次参加MRCP的合格/不合格第一部分)。多变量混合效应逻辑回归确定了成功的独立解释因素,并对医学院进行了调整。男性第一次通过MRCP第一部分考试的几率(95% CI)更大(OR = 1.61, CI 1.42-1.81, p
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引用次数: 0
The evolution of academic advisor and resident dyadic coaching relationships: a two-year longitudinal qualitative study. 学术顾问与居民二元辅导关系的演变:一项为期两年的纵向定性研究。
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-12-19 DOI: 10.1007/s10459-024-10396-2
Lynfa Stroud, Zachary Feilchenfeld, Dominique Piquette, Chris Watling, Amy Miles, Ryan Brydges, Shiphra Ginsburg

Implementing competency based medical education (CBME) has generated enormous amounts of assessment data. To help residents synthesize and use these data, some programs have appointed academic advisors (AA) to 'coach over time'. This study explored how resident and faculty AA dyads perceived their relationship developing and evolving, and the extent to which it aligned with 'coaching over time'. Over a two-year period at four separate time-points, we conducted longitudinal qualitative interviews with nine dyads of Internal Medicine residents (32 interviews) and their paired AA (27). We used constructivist grounded theory to develop a conceptual understanding of how AA-resident relationships evolved. Three major themes were identified. 'Building the Relationship' included elements perceived to facilitate or impede growth of the relationship. Most relationships flourished, facilitated by passage of time, 'fit' between the two, and often by working together clinically. Still, many residents perceived the need to 'save face' with their AAs. 'Enacting the AA Role' had features that appeared to align more with mentorship than coaching. 'Finding Meaning in the Relationship' underscored the perceived value fostered by the longitudinal pairing. The relationships often, but not always, achieved far-reaching benefits, though not necessarily limited to those intended by the program. Our study helps us understand what 'coaching over time' might look like for large residency programs wherein residents rotate through many sites and services. The dyads created an opportunity for a coaching relationship to form and develop in beneficial ways, though it was different to and went beyond the narrower focus on meeting CBME requirements.

实施基于能力的医学教育(CBME)产生了大量的评估数据。为了帮助居民综合和使用这些数据,一些项目已经任命了学术顾问(AA)进行“长期指导”。这项研究探讨了住院医生和教师AA二人组如何看待他们的关系发展和演变,以及它在多大程度上与“随时间推移的指导”相一致。在两年的时间里,在四个不同的时间点,我们对9对内科住院医师(32次访谈)和他们配对的AA(27次)进行了纵向定性访谈。我们使用建构主义理论来发展对aa居民关系如何演变的概念性理解。确定了三个主要主题。“建立关系”包括促进或阻碍关系发展的因素。随着时间的推移,两人之间的“契合”,以及通常通过临床合作,大多数关系得以发展。不过,许多居民认为有必要用他们的aa来“挽回面子”。“扮演AA角色”的特点似乎更像是导师而不是教练。“在关系中寻找意义”强调了纵向配对所培养的感知价值。这种关系通常(但不总是)会带来深远的好处,尽管不一定局限于项目的目的。我们的研究帮助我们理解,对于大型住院医师项目来说,“随时间推移的指导”可能是什么样子的,在这些项目中,住院医生会在许多地点和服务机构轮换。二人组创造了一个机会,以有益的方式形成和发展教练关系,尽管它不同于并超越了满足CBME要求的狭隘焦点。
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引用次数: 0
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Advances in Health Sciences Education
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