Health professional education stands to gain substantially from collective efforts toward building video databases of skill performances in both real and simulated settings. An accessible resource of videos that demonstrate an array of performances - both good and bad-provides an opportunity for interdisciplinary research collaborations that can advance our understanding of movement that reflects technical expertise, support educational tool development, and facilitate assessment practices. In this paper we raise important ethical and legal considerations when building and sharing health professions education data. Collective data sharing may produce new knowledge and tools to support healthcare professional education. We demonstrate the utility of a data-sharing culture by providing and leveraging a database of cardio-pulmonary resuscitation (CPR) performances that vary in quality. The CPR skills performance database (collected for the purpose of this research, hosted at UK Data Service's ReShare Repository) contains videos from 40 participants recorded from 6 different angles, allowing for 3D reconstruction for movement analysis. The video footage is accompanied by quality ratings from 2 experts, participants' self-reported confidence and frequency of performing CPR, and the demographics of the participants. From this data, we present an Automatic Clinical Assessment tool for Basic Life Support that uses pose estimation to determine the spatial location of the participant's movements during CPR and a deep learning network that assesses the performance quality.
It is widely acknowledged that healthcare practitioner well-being is under threat, as many factors like excessive workloads, perceived lack of organizational support, the rapid introduction of new technologies, repercussions of the COVID-19 pandemic, and other factors have transformed the health care workplace. Distress, anxiety and burnout are on the rise, and are particularly concerning for health professions' students who must navigate challenging academic and clinical demands, in addition to personal responsibilities. While not a panacea for the systemic issues at play, 'mindfulness practices' have shown some promise in supporting students to navigate stressful environments. Yet despite calls for more phenomenological studies, little is known about health professions students' lived experiences of learning about and using mindfulness in higher education contexts. The objective of this hermeneutic phenomenological study was to inquire into the first-hand lived experiences of health professions students by examining their written reflections on learning about and using mindfulness in a higher education context. The study reports on themes identified in an analysis of students' phenomenological reflections written during and following a mindfulness elective course offered at a Canadian University. The analysis revealed four predominant themes: (a) reframing perceptions, (b)'being' while 'doing', (c) witnessing the struggle, and (d) compassion for self and others. In a time when health professionals are increasingly under strain, and systemic reform is needed but slow to take shape, the findings of this study reveal potential affordances of mindfulness for helping students to navigate the myriad of challenges they face. The findings are unique in their in-depth exploration of students' reflections on the experience of learning about and engaging in 'mindfulness practices' in a higher education context. The findings contribute first-hand perspectives to the evolving field of mindfulness education research and generate new conversations about mindfulness education in the health professions curriculum.
In healthcare, effective communication in complex situations such as end of life conversations is critical for delivering high quality care. Whether residents learn from communication training with actors depends on whether they are able to select appropriate information or 'predictive cues' from that learning situation that accurately reflect their or their peers' performance and whether they use those cues for ensuing judgement. This study aimed to explore whether prompts can help medical residents improving use of predictive cues and judgement of communication skills. First and third year Kenyan residents (N = 41) from 8 different specialties were randomly assigned to one of two experimental groups during a mock OSCE assessing advanced communication skills. Residents in the intervention arm received paper predictive cue prompts while residents in the control arm received paper regular prompts for self-judgement. In a pre- and post- test, residents' use of predictive cues and the appropriateness of peer-judgements were evaluated against a pre-rated video of another resident. The intervention improved both the use of predictive cues in self-judgement and peer-judgement. Ensuing accuracy of peer-judgements in the pre- to post-test only partly improved: no effect from the intervention was found on overall appropriateness of judgements. However, when analyzing participants' completeness of judgements over the various themes within the consultation, a reduction in inappropriate judgments scores was seen in the intervention group. In conclusion, predictive cue prompts can help learners to concentrate on relevant cues when evaluating communication skills and partly improve monitoring accuracy. Future research should focus on offering prompts more frequently to evaluate whether this increases the effect on monitoring accuracy in communication skills.
Establishing new medical schools in medically under-served regions is suggested as part of the solution to the problem of doctor shortages and maldistributions. Establishing a new medical school is, however, a complex undertaking with high financial and political stakes. Critically, the evidence-base for this significant activity has not previously been elucidated. This paper presents the first scoping review on this vitally important, yet under-researched aspect of medical education and health workforce planning. To better understand the process of new medical school establishment, this review posed two research questions: (1) What is the nature of the available literature on establishing a new medical school?; (2) What are the key factors to be considered when establishing a new medical school? Five databases and grey literature were searched in 2015 and 2021 for English-language articles, using search terms related to new medical schools and their establishment. Inclusion and exclusion criteria were based on relevance and suitability in answering the research questions. Seventy-eight articles were analysed both structurally and thematically to understand the nature of the literature and the key considerations involved. Structurally, most articles were descriptive pieces outlining personal and institutional experiences and did not make use of research methodologies nor theory. Thematically, thirteen key considerations were identified including reasons for establishment; location choices; leadership and governance; costs and funding; partnerships; staffing; student numbers; student recruitment; curriculum design and implementation; clinical training sites; buildings and facilities; information and technology resources; and accreditation. Significant gaps in the literature included how to obtain the initial permission from governing authorities and the personal costs and burnout experienced by founding leaders and staff. Although, the literature on new medical school establishment is empirically and theoretically under-developed, it is still useful and reveals a number of important considerations that could assist founding leaders and teams to maximise the outcomes and impact of their establishment efforts. Critically, the evidence-base underpinning this complex undertaking needs to be better informed by theory and research.
Feedback from learners is important to support faculty development, but negative feedback can harm teachers' motivation, engagement, and retention. Leaders of educational programs, therefore, need to balance enabling students' voices to be heard with maintaining teachers' enthusiasm and commitment to teaching. Given the paucity of research to explain or guide this struggle, we explored why and how education leaders grapple with negative learner feedback received about their teachers. Using an Interpretive Description methodology, 11 education leaders participated in semi-structured interviews. Discussion was stimulated by showing participants learner narratives they had previously asked to be deleted because they perceived the narrative to be overly critical. Transcripts were iteratively analyzed as codes were developed, refined, and combined into themes. Education leaders interpreted the scope, framing, and focus of the feedback to decide whether it was overly critical. Such determinations were combined with contextual considerations such as the teacher's personal circumstances, the learning environment and how the teacher might react to think through what potential damage the feedback might do to the teacher. Throughout the process, leaders struggled with whether protecting teachers risked not protecting learners and remained unsure about the ethics of censoring student voices. Our study offers direction regarding how to optimize feedback to teachers while minimizing risks inherent in sharing negative feedback with them. Implications include that there is value in: (1) extending feedback interpretation support to teachers, education leaders and learners; (2) situating upward feedback in a coaching dialogue; and, (3) applying the same principles recommended for the provision of feedback to learners, to teachers.
To design effective instruction, educators need to know what design strategies are generally effective and why these strategies work, based on the mechanisms through which they operate. Experimental comparison studies, which compare one instructional design against another, can generate much needed evidence in support of effective design strategies. However, experimental comparison studies are often not equipped to generate evidence regarding the mechanisms through which strategies operate. Therefore, simply conducting experimental comparison studies may not provide educators with all the information they need to design more effective instruction. To generate evidence for the what and the why of design strategies, we advocate for researchers to conduct experimental comparison studies that include mediation or moderation analyses, which can illuminate the mechanisms through which design strategies operate. The purpose of this article is to provide a conceptual overview of mediation and moderation analyses for researchers who conduct experimental comparison studies in instructional design. While these statistical techniques add complexity to study design and analysis, they hold great promise for providing educators with more powerful information upon which to base their instructional design decisions. Using two real-world examples from our own work, we describe the structure of mediation and moderation analyses, emphasizing the need to control for confounding even in the context of experimental studies. We also discuss the importance of using learning theories to help identify mediating or moderating variables to test.