Translating Face-to-Face Experiential Learning to Video for a Web-Based Communication Program
Bibliographic record
Abstract
The cultural, legal and ethical aspects of medical practice in Canada can be problematic for International Medical Graduates (IMGs) to access and learn. The professional behaviours that depend on effective communication often challenge IMGs as they attempt to enter the Canadian medical system. The Communication and Cultural Competence Program provides a complex interactive web-based environment in which IMGs can learn and practice skills required to navigate these specific elements of medical practice. The educational design of this web site is based on the theory of knowledge building (Scardamalia & Bereiter, 2003). This paper examines how video simulation is used on the web site to support this design. Experiential simulation pedagogy, typically used in high-fidelity face-to-face encounters, is analyzed. Strategies to translate this pedagogy to an e-learning format to operationalize authentic knowledge building are described. Commentaries replace live facilitation and a communication tool, the Observation Guide, allows learners to participate in the simulation. This examination provides insight into the complexity involved in creating on-line resources that extend beyond clinical content repositories, illustrating the potential for web-based programs to provide reflective and recursive learning. A wide skill set with a broad base of support was necessary to create a virtual environment with depth and authenticity. Translating the process from live simulation to a mid-fidelity digital video format allowed for deeper understanding of how the unique skills of experienced simulators impact the educational process. This multi-dimensional e-learning platform has potential for teaching complex skills in medical programs. Les médecins diplômés à l’étranger (MDE) peuvent avoir des difficultés à accéder aux aspects culturels, légaux et éthiques de la pratique médicale au Canada et à les apprendre. Les comportements professionnels qui dépendent de l’efficacité de la communication posent des difficultés aux MDE lorsqu’ils tentent d’entrer dans le réseau de la santé canadien. Le « Programme de communication et de compétence culturelle » offre un environnement virtuel interactif complexe permettant aux MDE d’apprendre et de pratiquer les compétences requises afin d’intégrer ces éléments particuliers de la pratique médicale. Le concept pédagogique de ce site Web est basé sur la théorie de la construction du savoir (Scardamalia & Bereiter, 2003). Le présent article traite de la façon dont la simulation vidéo sur le site Web est utilisée pour appuyer ce concept. Il analyse la pédagogie expérientielle faisant appel à la simulation généralement utilisée dans les rencontres en face à face en haute fidélité. Il décrit les stratégies visant à traduire cette pédagogie en un format de cyberapprentissage afin d’opérationnaliser le concept de construction du savoir authentique. Les commentaires remplacent l’animation en direct et un outil de communication, le Guide d’observation, permet aux apprenants de participer à la simulation. Cette analyse donne un aperçu de la complexité de la création des ressources en ligne qui vont au-delà des référentiels de contenu clinique et illustre le potentiel des programmes sur Internet d’offrir un apprentissage réflectif et récursif. Une longue liste d’habiletés et un soutien important ont été nécessaires pour créer un environnement virtuel caractérisé pas sa profondeur et son authenticité. La transformation du processus de simulation en direct au format vidéo numérique de moyenne fidélité a permis de mieux comprendre l’influence des compétences uniques des simulateurs expérimentés sur le processus pédagogique. Cette plate-forme de cyberapprentissage multidimensionnel possède le potentiel d’enseigner des compétences complexes dans les programmes médicaux.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.003 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".