Coping With Administrative Constraints by Quebec School Principals
Bibliographic record
Abstract
The rapid pace of ongoing change in the Quebec education system has had an important impact on the complexity of the job and the workload of school principals. The present study examined the coping strategies used by school principals when facing administrative constraints. The Administrative Stress Index ASI ( N = 238) was used to identify and link the main stressors to the stressful encounters found on video for six principals out of the sample who accepted to be filmed during a working day. Coping strategies were identified in five sequences that met the necessary criteria for the explanatory qualitative analysis. The results show that the main sources of stress come from administrative constraints, and that the principals are not passive but rather try to cope by addressing the constraints they are faced with and by seeking information or support. Principals also have to cope with their emotions and show a lot of self-control. Overall, these findings point to the need for a better understanding of the relationship between stress and coping.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".