Computer-supported Collaborative Problem-based Learning:
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
It is hypothesized that problem-based learning has many advantages for learning and teaching, especially in practice-oriented professions. Although there is consensus on the generalized view of the process, there is not much in the form of specific guidelines on how problem-based learning (PBL) can be put to maximum use in group-based learning and teaching environments. Furthermore, little is known about what actually happens in the various phases of the process (such as problem analysis) and how these can be activated and systematically enhanced. The project reported in this paper set out to fill this particular void. Nurses encounter problem situations on a regular basis as part of their work, which makes it imperative that graduating nurses are conversant with the problem-solving process as they make their transition from the classroom into the workforce. A sure and quick way to ensure this transition is to engage students in problem-based learning. In the course selected for this project, students were presented with three authentic problem situations representative of the content of the course. Students were required to approach the study of the problem with a defined architecture, which required focused reflections and the presentation of a critical reflection record at the end of a study period. All of these learning activities took place in a computer-mediated communications environment that enabled sharing of opinions and views on each of the problems among the student group. A study of the critical reflections of students on the problem situations revealed evidence of a systematic approach to problem analysis and problem solving. On suppose que l'apprentissage par problemes recele de nombreux benefices tant pour l'apprentissage que pour l'enseignement, notamment dans le cas de professions axees sur la pratique. Bien qu'a priori il y ait consensus quant aux grandes lignes du processus, il n'existe neanmoins que tres peu d'indications specifiques relatives a la facon par laquelle l'apprentissage par problemes peut maximiser l'efficience d'environnements centres sur l'apprentissage collectif et l'enseignement. Par ailleurs, le niveau de connaissance de ce qui se passe dans chacune des diverses etapes du processus (tel l'analyse du probleme) de meme que comment celles-ci peuvent etre activees et systematiquement ameliorees, demeure encore aleatoire. Le projet presente dans cet article avait pour but de combler cette lacune. Les infirmiers et infirmieres rencontrent regulierement des situations de problemes dans l'exercice de leurs fonctions, d'ou l'importance de voir a ce que la formation dispensee aux nouveaux-nouvelles diplome-es leur permette d'etre adequatement familiers-familieres avec le processus de resolution de problemes lorsqu'ils-elles font leur entree sur le marche du travail. Une facon rapide et certaine de s'assurer de cette transition est d'impliquer les etudiant-es dans un apprentissage fonde sur la resolution de problemes. Dans le cours choisi pour ce projet, les etudiant-es etaient confronte-es a trois situations authentiques ou les problemes presentes etaient representatifs du contenu du cours. Les etudiant-es devaient aborder l'etude du probleme selon une demarche qui necessitait des raisonnements orientes ainsi que la soumission, au terme de la periode d'etude, d'un dossier des raisonnements les plus determinants. L'ensemble de ces activites d'apprentissage s'est deroule dans un environnement de communication assistee par ordinateur, ce qui a permis aux etudiant-es de partager leurs opinions et perspectives sur chacun des trois problemes poses. L'etude des raisonnements critiques soumis par les etudiant-es en rapport avec les situations de problemes revele la presence d'une approche systematique face a l'analyse et a la resolution de problemes.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it