Transformational Leadership and its Impact on School Climate and Teachers’ Self-Efficacy in Indonesian High Schools
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
This study examined the relationships between principals’ leadership, school climate, and teachers’ sense of self-efficacy. Drawing on existing scales, this study examined six aspects of principal leadership (professional interaction, participatory decision-making, individual support, intellectual stimulation and moral perspective) and four school climate factors (staff collegiality, goal consensus, work pressure, resource adequacy, and staff freedom). The participants included 604 Indonesian teachers drawn from 27 high schools. The data were analysed using Structural Equation Modeling. The results indicated statistically significant and positive relationships between leadership style, school climate, and teacher self-efficacy. With the exception of individual support, the relationships between principal leadership and teacher self-efficacy were largely indirect, mediated through staff collegiality and goal consensus.
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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 | 0.003 | 0.002 |
| 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 | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it