Relational Trust: The Glue that Binds a Professional Learning Community
Bibliographic record
Abstract
This article examines how principals describe the nature of relationships and presence (or absence) of relational trust among teachers, and between the teachers and the principal in the discourse of professional learning communities. Participants were 12 school principals from urban, suburban, and rural communities in Manitoba. In the discourse of learning communities, the notion of trust is articulated as being relational in its orientation and developed around group norms of safety, risk-taking, and change orientation. The existence of relational trust appears to have the effect of fostering collaboration and promoting willingness among staff to grow professionally. The study also suggests the important role that principals play in establishing relational trust as a precondition for the growth of a professional learning community. Because relational trust appears to be critical to the functioning of a professional learning community, it may be unlikely that substantive school improvement can be achieved without close attention to it. Cet article porte sur la description que font les directeurs d'école de la nature des rapports des enseignants entre eux, des rapports entre les enseignants et le directeur, et de la présence ou l'absence de confiance relationnelle dans le contexte de communautés professionnelles d'apprentissage. Douze directeurs d'école de communautés urbaines, rurales et de banlieue du Manitoba ont participé à l’étude. Dans le discours des communautés d'apprentissage, on décrit la notion de confiance comme ayant une orientation relationnelle et en termes de développement des normes collectives touchant la sécurité, la prise de risque et l’orientation vers le changement. L'existence de la confiance relationnelle semble favoriser la collaboration et promouvoir la volonté chez le personnel de s'épanouir sur le plan professionnel. L'étude évoque également le rôle important que jouent les directeurs d'école dans l'établissement de la confiance relationnelle comme condition préalable pour l'épanouissement d'une communauté professionnelle d'apprentissage. La confiance relationnelle semblant être critique au fonctionnement d'une communauté professionnelle d'apprentissage, il est peu probable qu'une amélioration significative puisse avoir lieu dans une école si on n’y prête pas attention.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.010 | 0.022 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.013 | 0.024 |
| Scholarly communication | 0.013 | 0.013 |
| Open science | 0.001 | 0.015 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".