Professor Hippo-on-Campus: Developing and evaluating an educational intervention to build mental health literacy among university faculty and staff
Bibliographic record
Abstract
Objective: The development and evaluation of the Professor Hippo-on-Campus Student Mental Health Education Program, a mental health literacy intervention for post-secondary faculty and staff, is described. It includes 3-hour virtual, asynchronous e-modules and an optional 2-hour, synchronous workshop. Participants: All faculty and staff in a single university were invited to participate (February 2020–January 2021). Methods: Pre-and post-module and post-workshop surveys were conducted, assessing knowledge, attitudes, stigma, behavioral intentions, and confidence. Paired t-tests and regressions assessed change. Satisfaction was assessed through closed and open-ended questions, analyzed descriptively and through qualitative content analysis. Results: Four hundred and fifty staff and faculty completed the pre-survey, 262 completed the post-survey, and 122 completed a workshop survey. Participation resulted in improvements in knowledge, attitudes, stigma, and confidence with high levels of satisfaction. Conclusion: The program provides tailored student mental health training to post-secondary staff and faculty, which appears to increase their mental health literacy.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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".