Canadian teachers with mental health issues and workplace accommodations
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
Our quantitative research study aimed to explore Canadian teachers’ experiences with formal workplace accommodations for mental health issues by directly surveying 461 Canadian teachers (kindergarten to Grade 12, mean age of 41.7 years, 82.6% women) who self-reported having experienced a mental health issue. We found that only a small percentage, 15.7%, requested a formal accommodation. About half of the teachers who requested a formal accommodation had difficulty both requesting and obtaining the accommodation. The majority of teachers (73.6%) who made an accommodation request ultimately did receive the accommodation. A change in the number of hours worked was the most frequently requested accommodation, followed by a change in grade/course/role/position, and then a change in school. Teachers reported receiving varying levels of support from their supervisors for the accommodation (19.7% very unsupportive, 21.1% unsupportive, 21.1% neither supportive nor unsupportive, 23.9% supportive, 14.1% very supportive). Implications for teacher self-advocacy, the process for accommodations, the duty to accommodate, as well as principal support for accommodations, are discussed. By being the first known Canadian quantitative study on the topic, our research fills a gap in the literature on workplace accommodations for teachers dealing with mental health issues, offering quantitative insights into the self-reported experiences of teachers.
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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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