University leadership within the neoliberal agenda: Reframing the landscape through a principled leadership approach
Bibliographic record
Abstract
This article emerged from a doctoral study that explored Nova Scotia university leaders’ leadership beliefs and values, and change agency approaches. “Principled leadership” was conceptualized as an expansion of authentic leadership theory and involved – authenticity (identity), spirituality, and love (an ethic of care). Principled leadership was examined as a possible approach which could facilitate successful change agency. The leader-participants included university presidents, vice-presidents, directors, and deans. A key finding was that leaders were operating within a conceptualization of authenticity. They held honesty, integrity, and trust as critical to their change agency. Another finding was that principled leadership offered an antidote to the depredations on positive leadership resulting from neoliberalism that has seriously impacted Canadian higher education. This study raised questions surrounding the nature of authentic leadership and identity; that is, the core of authenticity is knowing oneself and being true to one’s own values, but what if a leader has “drunk the Kool-Aid of neoliberalism” thereby truly believes that their top-down, autocratic (or destructive leadership) approach was ‘efficient’ (a neoliberal tenet) and crucial to organizational effectiveness and change agency. Can they still be considered authentic leaders? Thus, this study indicated that principled leadership was a useful expansion of Avolio and his colleagues’ authentic leadership theory.
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How this classification was reachedexpand
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 | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".