Engaging Indigenous youth through popular theatre: Knowledge mobilization of Indigenous peoples’ perspectives on access to healthcare services
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
In Canada, Indigenous peoples bear a greater burden of illness and suffer disproportionate health disparities compared to non-Indigenous people. Difficult access to healthcare services has contributed to this gap. In this article, we present findings from a dissemination grant aimed to engage Indigenous youth in popular theatre to explore inequities in access to health services for Indigenous people in a Western province in Canada. Following an Indigenous and action research approach, we undertook popular theatre as a means to disseminate our research findings. Popular theatre allows audience members to engage with a scene relevant to their own personal situation and to intervene during the performance to create multiple ways of critically understanding and reacting to a difficult situation. Using popular theatre was successful in generating discussion and engaging the community and healthcare professionals to discuss next steps to increasing access to healthcare services. Popular theatre and short dramas provide a venue for mirroring stigmatized care and expose racial biases in the delivery of care. The contributions of the students, their input, and their acting were to increase our awareness even more of the pervasiveness of the stigmatized care that Indigenous people experience.
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.013 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it