Problem-based learning. A critical review of its educational objectives and the rationale for its use
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
Over the past 30 years there has been an increasing interest in curriculum innovation in medical schools in North America, the United Kingdom, Netherlands, and Australia. Since the introduction of problem-based learning at McMaster University in Canada in 1969, several medical schools throughout the world have adopted problem-based learning as the educational and philosophical basis of their curricula. Several studies have shown that problem-based learning is an important educational strategy for integrating the curriculum, motivating the students and helping them to identify their learning issues and set their own learning goals. However, there is a great deal of concern regarding what problem-based learning means and the advantages of problem-based learning over traditional curriculum have not been clearly addressed. In this review, a broad range of the definitions of problem-based learning have been addressed and the rationale for problem-based learning and its educational objectives are discussed.
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 | 0.005 | 0.131 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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