Social and motivational antecedents of perceptions of transformational leadership: A self-determination theory perspective.
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of the study was to gain a better understanding of the social and motivational antecedents of transformational leadership perceptions. Drawing on self-determination theory, a model was proposed in which perceptions of quality of relationships predict perceptions of transformational leadership behaviour through autonomous motivation and self-efficacy. Data were collected from 568 school principals. Results from SEM analyses provide support for the proposed model. Specifically, results indicate that the more principals perceive their workplace relationships as positive, the greater are their autonomous motivation and self-efficacy in managerial abilities, which in turn contribute to self-reported transformational leadership behaviour. Implications for theories of leadership and management practice are discussed.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it