An Inquiry into the Impact of Stress on New School Leaders within a Unique Mentorship Experience
Bibliographic record
Abstract
This study aimed to identify the sources of stress new school leaders encounter that may influence their mental health. This study used semi-structured focus groups to elicit thick, rich descriptions of participants’ experiences. The extensive data sets were collected over two years from 16 focus group interviews conducted during Colorado State University School Leadership Institute retreats. Narrative analysis of participants’ responses provided findings on the stress they experienced, including fear of failure or insecurity, pressure to perform, isolation, work-life balance, time constraints, and compassion fatigue. The participants identified that this unique mentorship opportunity allowed for self-reflection, self-care, and reconnecting with their purpose; furthermore, participants shared that the School Leadership Institute offered support and connectedness in a safe, non-evaluative environment. They shared the importance of strong building-level team support, the cathartic nature of the focus group interviews, and the positive progression from year to year in their roles.
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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 | 0.001 | 0.001 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".