The Role of Principals in Enhancing Teacher Well-being in Schools in Rural Communities
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 sought to understand the factors that teachers and school management team members perceived as having the potential to boost teacher well-being in rural schools and the role the principal plays in promoting teacher well-being. A stratified sample of school managers and teachers from a rural high school in the Mopani district of the Limpopo province participated. A total of fourteen semi-structured individual interviews were conducted with seven teachers, yielding four enablers to teacher well-being and three roles which principals could play to support teacher well-being. The findings revealed that strong principal-teacher relationships, disengaging from work to socialize, adaptability, and a green school physical environment promote teacher well-being. The role of the principal in supporting teacher well-being is multi-faceted, encompassing the creation of a positive school culture and traditions, developing and maintaining a conducive green school environment, and promoting teacher adaptability.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 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