Undergraduate students’ perspectives on the impact of a prison health course
Bibliographic record
Abstract
Objective: The stigmatisation of incarceration has significant negative effects on the health and well-being of individuals and communities. At the University of British Columbia in Canada, an undergraduate course on prison health included instruction by people with lived experience of incarceration as part of a teaching approach aimed to reduce stigma. In this study, we sought to understand the impact of this course as described by students. Design: Qualitative interviews with students who completed the course in 2017 were conducted by another former student of the course. Interviews were transcribed and interpretive descriptive methods were used to elucidate findings. Results: Nine former students participated in the study, eight (89%) were women and the median age was 23 years. Analysis yielded the following themes: (1) learning from people with lived experience, (2) de-mystifying through knowledge and understanding, (3) broadened perspectives and self-reflection, (4) future choices and actions and (5) changing views on incarceration. Conclusion: Findings suggest that approaches to address stigma in teaching prison health in an undergraduate course provided students with a deepened understanding of health inequities and determinants of health; increased feelings of compassion and interest in health equity for populations impacted by incarceration; and fostered opportunities for reflection, critical thinking and broadened perspectives.
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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 | 0.002 | 0.000 |
| 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 | 0.000 | 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".