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The way quality of assessment has been perceived and assured has changed considerably in the recent 5 decades. Originally, assessment was mainly seen as a measurement problem with the aim to tell people apart, the competent from the not competent. Logically, reproducibility or reliability and construct validity were seen as necessary and sufficient for assessment quality and the role of human judgement was minimised. Later, assessment moved back into the authentic workplace with various workplace-based assessment (WBA) methods. Although originally approached from the same measurement framework, WBA and other assessments gradually became assessment processes that included or embraced human judgement but based on good support and assessment expertise. Currently, assessment is treated as a whole system problem in which competence is evaluated from an integrated rather than a reductionist perspective. Current research therefore focuses on how to support and improve human judgement, how to triangulate assessment information meaningfully and how to construct fairness, credibility and defensibility from a systems perspective. But, given the rapid changes in society, education and healthcare, yet another evolution in our thinking about good assessment is likely to lurk around the corner.

Arguably, constructive alignment has been the major challenge for assessment in the context of problem-based learning (PBL). PBL focuses on promoting abilities such as clinical reasoning, team skills and metacognition. PBL also aims to foster self-directed learning and deep learning as opposed to rote learning. This has incentivized researchers in assessment to find possible solutions. Originally, these solutions were sought in developing the right instruments to measure these PBL-related skills. The search for these instruments has been accelerated by the emergence of competency-based education. With competency-based education assessment moved away from purely standardized testing, relying more heavily on professional judgment of complex skills. Valuable lessons have been learned that are directly relevant for assessment in PBL. Later, solutions were sought in the development of new assessment strategies, initially again with individual instruments such as progress testing, but later through a more holistic approach to the assessment program as a whole. Programmatic assessment is such an integral approach to assessment. It focuses on optimizing learning through assessment, while at the same gathering rich information that can be used for rigorous decision-making about learner progression. Programmatic assessment comes very close to achieving the desired constructive alignment with PBL, but its wide adoption--just like PBL--will take many years ahead of us.

Programmatic assessment is both a philosophy and a method for assessment. It has been developed in medical education as a response to the limitation of the dominant testing or measurement approaches and to better align with changes in how medical competence was conceptualised. It is based on continual collection of assessment and feedback information which is collected in a portfolio and periodically discussed with a mentor or coach. Students produce reflections in which they analyse the assessment information triangulated across methods to meaningfully--rather than purely numerically-analyse their strengths and weakness in the different competency domains. Decisions about students' progress are made proportionally, in that low-stakes decisions are made when only limited assessment information is available but high-stakes decisions will and can be made on rich information. Quality of the process and credibility of the outcomes is determined by a combination of psychometric methods, qualitative rigour, and through organisational due processes. The method is still young, preliminary results are promising but more empirical justification research is needed.

Workplace-Based Assessment (WBA) plays a pivotal role in present-day competency-based medical curricula. Validity in WBA mainly depends on how stakeholders (e.g. clinical supervisors and learners) use the assessments--rather than on the intrinsic qualities of instruments and methods. Current research on assessment in clinical contexts seems to imply that variable behaviours during performance assessment of both assessors and learners may well reflect their respective beliefs and perspectives towards WBA. We therefore performed a Q methodological study to explore perspectives underlying stakeholders' behaviours in WBA in a postgraduate medical training program. Five different perspectives on performance assessment were extracted: Agency, Mutuality, Objectivity, Adaptivity and Accountability. These perspectives reflect both differences and similarities in stakeholder perceptions and preferences regarding the utility of WBA. In comparing and contrasting the various perspectives, we identified two key areas of disagreement, specifically "the locus of regulation of learning" (i.e., self-regulated versus externally regulated learning) and 'the extent to which assessment should be standardised' (i.e., tailored versus standardised assessment). Differing perspectives may variously affect stakeholders' acceptance, use--and, consequently, the effectiveness--of assessment programmes. Continuous interaction between all stakeholders is essential to monitor, adapt and improve assessment practices and to stimulate the development of a shared mental model. Better understanding of underlying stakeholder perspectives could be an important step in bridging the gap between psychometric and socio-constructivist approaches in WBA.

Whenever multiple observers provide ratings, even of the same performance, inter-rater variation is prevalent. The resulting "idiosyncratic rater variance" is considered to be unusable error of measurement in psychometric models and is a threat to the defensibility of our assessments. Prior studies of inter-rater variation in clinical assessments have used open response formats to gather raters' comments and justifications. This design choice allows participants to use idiosyncratic response styles that could result in a distorted representation of the underlying rater cognition and skew subsequent analyses. In this study we explored rater variability using the structured response format of Q methodology. Physician raters viewed video-recorded clinical performances and provided Mini Clinical Evaluation Exercise (Mini-CEX) assessment ratings through a web-based system. They then shared their assessment impressions by sorting statements that described the most salient aspects of the clinical performance onto a forced quasi-normal distribution ranging from "most consistent with my impression" to "most contrary to my impression". Analysis of the resulting Q-sorts revealed distinct points of view for each performance shared by multiple physicians. The points of view corresponded with the ratings physicians assigned to the performance. Each point of view emphasized different aspects of the performance with either rapport-building and/or medical expertise skills being most salient. It was rare for the points of view to diverge based on disagreements regarding the interpretation of a specific aspect of the performance. As a result, physicians' divergent points of view on a given clinical performance cannot be easily reconciled into a single coherent assessment judgment that is impacted by measurement error. If inter-rater variability does not wholly reflect error of measurement, it is problematic for our current measurement models and poses challenges for how we are to adequately analyze performance assessment ratings.

Clinical workplaces offer postgraduate trainees a wealth of opportunities to learn from experience. To promote deliberate and meaningful learning self-regulated learning skills are foundational. We explored trainees' learning activities related to patient encounters to better understand what aspects of self-regulated learning contribute to trainees' development, and to explore supervisor's role herein. We conducted a qualitative non-participant observational study in seven general practices. During two days we observed trainee's patient encounters, daily debriefing sessions and educational meetings between trainee and supervisor and interviewed them separately afterwards. Data collection and analysis were iterative and inspired by a phenomenological approach. To organise data we used networks, time-ordered matrices and codebooks. Self-regulated learning supported trainees to increasingly perform independently. They engaged in self-regulated learning before, during and after encounters. Trainees' activities depended on the type of medical problem presented and on patient, trainee and supervisor characteristics. Trainees used their sense of confidence to decide if they could manage the encounter alone or if they should consult their supervisor. They deliberately used feedback on their performance and engaged in reflection. Supervisors appeared vital in trainees' learning by reassuring trainees, discussing experience, knowledge and professional issues, identifying possible unawareness of incompetence, assessing performance and securing patient safety. Self-confidence, reflection and feedback, and support from the supervisor are important aspects of self-regulated learning in practice. The results reflect how self-regulated learning and self-entrustment promote trainees' increased participation in the workplace. Securing organized moments of interaction with supervisors is beneficial to trainees' self-regulated learning.

Every year, thousands of students go abroad for part of their study programme. Supervision from the home institution is then crucial for good study progress. Providing supervision and feedback at a distance is challenging. This project aims to identify bottlenecks for supervision and hypothesises that online supervisory group meetings with videoconferencing contribute to good supervision. Study 1 showed that students who were abroad perceived lower-quality supervision and feedback on all measured aspects, compared with students staying at the home institution. Within a quasi-experimental design, Study 2 showed that students participating in online meetings experienced better supervision than those who were abroad without online meetings, and they were equally positive about supervision as students who stayed at the home institution. These findings stress the need for extra support for students during their stay abroad and the large potential of videoconferencing in optimising supervision at a distance.