The Role of Teacher Empowerment and Teacher Accountability in School-University Partnerships and Action Research
Bibliographic record
Abstract
Large-scale educational reform is occurring in Canada, the USA and the UK. Different strategies for change have resulted, including the school-university partnership and teacher-led action research. While this partnership and professional development method is perceived as a way to empower teachers it also appears to be riddled with issues of accountability. This study investigates the impact of participation in a school-university partnership, using action research as the professional development method for school improvement, on teaching professionals' sense of accountability and empowerment. The findings from this study showed that these projects were organized from the top-down and teachers felt accountable to the government, their peers, their students, the School Board, the school community, and the project funding body. However, teachers also were found to be empowered as they experienced shared decision making, teacher autonomy, professional growth, and school change. This suggests that the relationship between accountability and empowerment is not a simple one.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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 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".