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In this editorial, the editor reflects on what 'going back to normal' means in the context of health professions education, and she suggests that pursuing normality may not be the best goal or outcome for health professions educators, learners, or researchers.

OBJECTIVE: To report on contextual variance in the distributed rural family medicine residency programs of 3 Canadian medical schools. DESIGN: A constructivist grounded theory methodology was employed. SETTING: Rural and remote postgraduate family medicine programs at the University of Alberta, the University of British Columbia, and the University of Calgary. PARTICIPANTS: Twenty-six family practice residents were interviewed, providing descriptions of 27 different rural sites and 10 regional sites. METHODS: Interviews were audiorecorded, transcribed verbatim, and thematically analyzed. MAIN FINDINGS: Participants differentiated between main campus academic health science centres; regional referral hub sites; and smaller, rural, and more remote community sites. Participants described major differences between sites in terms of patient, practice, educational, physical, institutional, and social factors. The differences between training sites included variations in learning opportunities; physical challenges related to weather, distance, and travel; and the social opportunities offered. There were also differences in how residents perceived their training sites, both in terms of what they noticed and how they interpreted their observations and experiences. Although there were contextual differences between regional sites, those differences were a lot less than between different smaller rural and remote sites. These differences shaped the learning opportunities available to residents and influenced their well-being. CONCLUSION: Although there may be some similarities between distributed training sites, each training context presents unique challenges and opportunities for the family medicine residents placed there. More attention to the specific affordances of different training contexts is required.

Documents, from policies and procedures to curriculum maps and examination papers, structure the everyday experiences of health professions education (HPE), and as such can provide a wealth of empirical information. Document analysis (DA) is an umbrella term for a range of systematic research procedures that use documents as data.A meta-study review was conducted with the aims of describing the current state of DA in HPE, guiding researchers engaging in DA and improving methodological, analytical and reporting rigour. Structured searches were conducted, returns were filtered for inclusion and the 115 remaining articles were critically analysed for their use of DA methods and methodologies.There was a significant increase in the number of articles reporting the use of DA over time. Sixty-three articles were single method (DA only), while the others were mixed methods research (MMR). Overall, there were major lacunae in terms of why documents were used, how documents were identified, what the authors did and what they found from the documents. This was particularly apparent in MMR where DA reporting was typically poorer than the reporting of other methods in the same paper.Given these many lacunae, a framework for reporting on DA research was developed to facilitate rigorous DA research and transparent, complete and accurate reporting of the same, to help readers assess the trustworthiness of the findings from document use and analysis in HPE and, potentially, other domains. It was also noted that there are gaps in HPE knowledge that could be addressed through DA, particularly where documents are conceptualised as more than passive holders of information. Scholars are encouraged to reflect more deeply on the applications and practices of DA, with the ultimate aim of ensuring more substantive and more rigorous use of documents for understanding and constructing meaning in our field.

Purpose There has been scant scholarly attention paid to characterizing how the numerous definitions of terms associated with compassion and humanism have been mobilized or what the organizational implications of pursuing different constructs might be. This study explored the uses and implications of the terminology associated with humanistic medicine in the work of the Associated Medical Services (AMS) Phoenix Project. Method This study involved two phases (2014-2015). First, two pilot group workshops with AMS Phoenix Project participants and stakeholders were conducted to explore ways of parsing and interpreting core concepts used in the project. The authors then assembled an archive of texts associated with the project, comprising the project website and blog posts, conference proceedings, and fellowship and grant applications. Informed by critical discourse analysis, the authors identified, described, and analyzed core terms related to the project's mission and explored the type of health care practices and reforms implied by their use. Results Two recurring core terms, care/caring and compassion, and eight clusters of terms related to these core terms were identified in the archive. Caring and compassion as terms were articulated in various psychological, sociological, and political configurations. This polysemy reflected a diverse array of health care reform agendas. Conclusions Understanding how different interpretations of caring and compassion cluster around core topics and concerns of humanistic medicine offers scholars an entry point for comparing and appraising the quality and direction of reform agendas, including multilevel strategies that involve systems-level changes.

The transition to the assessment of entrustable professional activities as part of competency-based medical education (CBME) has substantially increased the number of assessments completed on each trainee. Many CBME programs are having difficulty synthesizing the increased amount of assessment data. Learning analytics are a way of addressing this by systematically drawing inferences from large datasets to support trainee learning, faculty development, and program evaluation. Early work in this field has tended to emphasize the significant potential of analytics in medical education. However, concerns have been raised regarding data security, data ownership, validity, and other issues that could transform these dreams into nightmares. In this paper, the authors explore these contrasting perspectives by alternately describing utopian and dystopian futures for learning analytics within CBME. Seeing learning analytics as an important way to maximize the value of CBME assessment data for organizational development, they argue that their implementation should continue within the guidance of an ethical framework.

This paper introduces a new column in the Journal for the exploration of and reflection on the roles and articulations of theory in the health professions education sciences. This introduction provides initial orientation to concepts such as theory as worldview, theory linked to empiricism and paradigm, and theory and reflexivity. The authors invite scholars to submit papers that explore the role of theory in HPE scholarship, that propose new and adapted theoretical positions, and that critique the many theories that might be brought to bear to address questions in the field.

There has been a widespread shift to competency-based medical education (CBME) in the United States and Canada. Much of the CBME discourse has focused on the successful learner, with relatively little attention paid to what happens in CBME systems when learners stumble or fail. Emerging issues, such as the well-documented problem of "failure to fail" and concerns about litigious learners, have highlighted a need for well-defined and integrated frameworks to support and guide strategic approaches to the remediation of struggling medical learners.This Perspective sets out a conceptual review of current practices and an argument for a holistic approach to remediation in the context of their parent medical education systems. The authors propose parameters for integrating remediation into CBME and describe a model based on five zones of practice along with the rules of engagement associated with each zone. The zones are "normal" curriculum, corrective action, remediation, probation, and exclusion.The authors argue that, by linking and integrating theory and practice in remediation with CBME, a more integrated systems-level response to differing degrees of learner difficulty and failure can be developed. The proposed model demonstrates how educational practice in different zones is based on different rules, roles, responsibilities, and thresholds for moving between zones. A model such as this can help medical educators and medical education leaders take a more integrated approach to learners' failures as well as their successes by being more explicit about the rules of engagement that apply in different circumstances across the competency continuum.

The general discourse in educational technology research has understandably tended to focus on generic approaches in higher education while professional education has tended to develop its own approaches and solutions. Using examples of signature pedagogies in professional education, this chapter explains how the development of distinctive professional knowledge, skills, and attitudes should underpin designs for learning and assessment. Although most professionals develop some level of individuality and self-determination in their practice, professional education is often highly structured in terms of predetermined stages of professional development that converge on professional practice. Learners seeking to join a profession are required to do far more than learn about being a practitioner, they must adopt both their chosen profession’s culture and ways of working. Technology use in professional education also helps us to reflect on some of the less frequently considered organizing principles for professional education in the digital age.

The assessment of professional development and behaviour is an important issue in the training of medical students and physicians. Several methods have been developed for doing so. What is still needed is a method that combines assessment of actual behaviour in the workplace with timely feedback to learners.We describe the development, piloting and evaluation of a method for assessing professional behaviour using digital audio recordings of clinical supervisors' brief feedback. We evaluate the inter-rater reliability, acceptability and feasibility of this approach.Six medical students in Year 5 and three GP registrars (residents) took part in this pilot project. Each had a personal digital assistant (PDA) and approached their clinical supervisors to give approximately one minute of verbal feedback on professionalism-related behaviours they had observed in the registrar's clinical encounters. The comments, both in transcribed text format and audio, were scored by five evaluators for competence (the learner's performance) and confidence (how confident the evaluator was that the comment clearly described an observed behaviour or attribute that was relevant). Students and evaluators were surveyed for feedback on the process.Study evaluators rated 29 comments from supervisors in text and audio format. There was good inter-rater reliability (Cronbach alpha around 0.8) on competence scores. There was good agreement (paired t-test) between scores across supervisors for assessments of comments in both written and audio formats. Students found the method helpful in providing feedback on professionalism. Evaluators liked having a relatively objective approach for judging behaviours and attributes but found scoring audio comments to be time-consuming.This method of assessing learners' professional behaviour shows potential for providing both formative and summative assessment in a way that is feasible and acceptable to students and evaluators. Initial data shows good reliability but to be valid, training of clinical supervisors is necessary to help them provide useful comments based on defined behaviours and attributes of students. In addition, the validity of the scoring method remains to be confirmed.

Simulations can transcend the literal representation of practice worlds. This paper considers the use of gaming and narrative to identify key underlying features and the ways in which they can be used in creating simulation activities.