Benefits, Difficulties and Conditions of Lesson Study Implementation in Basic Teacher Education: A Review
Bibliographic record
Abstract
AbstractThe purpose of this study is to review the effectiveness of the implementation of the lesson study in higher education through the review of 28 empirical researches conducted both inGreeceand the world over the past decade (2008-2018). In particular, the benefits, the difficulties and the conditions of effective implementation of the lesson study are examined. The results of the research revealed that the development of co-operation, reflection and professional development of preservice teachers are seen as important advantages due to the implementation of the lesson study. The preparation time, the tensions and the stress resulting from the monitoring of the teaching of their fellow students are mentioned as main difficulties, while participation and cooperation of preservice teachers and their support by trainers are seen as necessary conditions for its successful implementation. There is also a need for further research on the implementation of the lesson study in higher education, mainly inGreece, compared to the international field.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".