Is there a place for emotions within leadership preparation programmes?
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
Purpose The purpose of this paper is to present the argument that leadership preparation programmes in the new millennium should be required to train school leaders emotionally as well as cognitively. A number of scholars have stressed that leaders are increasingly working within roles that are politically sensitive, conflicted and complex, resulting in role anxiety, emotional stress, and professional burnout. Principals and vice‐principals are frustrated because they are being forced to manage the marketplace, curriculum change, and governance factors with an increased emphasis on accountability, marketability, and globalisation, often at the expense of their primary role as educators. Design/methodology/approach Such a discussion is framed within a sociological perspective of emotions and presents the importance of acknowledging the primacy of school leaders' emotions in leadership preparation programs. Findings Sociological aspects of emotions are examined within a context of the globalisation, marketisation, and accountability confronting Western education and their implications for extant leadership preparation programs; the latent influences of these broader issues; and, more specifically, their effect on the emotions of leaders within a context unique to Western Canada. Recommendations for what apotropaic the role of leadership preparation programmes should play in shielding leaders from being overwhelmed from within a changing educational landscape are also discussed. Originality/value An examination of the emotions of school leaders and the importance of acknowledging their emotions within preparation programmes remains an understudied topic in the field of education.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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