Aboriginal Adolescents, Critical Media Health Literacy, and the Creation of a Graphic Novel Health Education Tool
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
As Coyote tossed his eyes the next time, the ravens swooped, swift as arrows from a strong bow. One of them snatched one eye and the other raven caught the other eye."Quoh! Quoh! Quoh'," they laughed, and flew away to the Sun-dance camp. (Quintasket, 1933)The knowledge mobilization project involving Aboriginal students described in this article is an extension of a multi-phase, longitudinal, interdisciplinary research project aimed at understanding the processes through which adolescents develop critical media health literacy (CMHL) (Wharf Higgins & Begoray, 2012; Wharf Higgins, Begoray, Beer, Harrison, & Collins, 2012). The primary purpose of this project was to create a culturally relevant CMHL health education graphic novel. An additional purpose was to develop pedagogical approaches to be used to stimulate discussion around media-perpetuated health messages with Aboriginal adolescents: Like Coyote, they too have had their eyes snatched. In brief, we collaborated with Aboriginal students to create culturally sensitive material representative of their identities as media-affected adolescents in the 21st century. In turn, the dialogic process utilized during our project appeared to be a viable pedagogical approach when working with CMHL and Aboriginal adolescents, a supposition that will be the subject of our further research in the fall of 2013. Throughout the project, the authors, all of whom are non-Indigenous, were guided in their use of Indigenous ways of knowing by the Aboriginal education community.Keywords: Aboriginal adolescent health; health education; critical media health literacy; graphic novels as health education toolsAuthor Note:The authors gratefully acknowledges the financial support of the Canadian Institues of Health Research (CIHR 293119) in the funding of this project.
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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 | 0.001 |
| 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 | 0.000 | 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 it