Eliciting critical hope in community-based HIV research with transgender women in Toronto, Canada: methodological insights
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
Critical hope centres optimism and possibilities for change in the midst of struggles for social justice. It was a central tenet of early participatory pedagogy and HIV research. However, critical hope has been overlooked in contemporary HIV research that largely focuses on risk and biomedical interventions in ways that obscure collective agency and community strengths. We conducted a community-based study with transgender (trans) women of colour in Toronto, Canada to adapt an evidence-based HIV prevention intervention. Participants resisted a focus on HIV, instead calling researchers to centre journeys to self-love in contexts of social exclusion. In response, we piloted three arts-based, participatory methods generated with community collaborators: (i) affirmation cards sharing supportive messages with other trans women, (ii) hand-held mirrors for reflecting and sharing messages of self-acceptance and (iii) anatomical heart images to visualize coping strategies. Participants generated solidarity and community through shared stories of self-acceptance within contexts of pain, exclusion and loss. Narratives revealed locating agency and self-acceptance through community connectedness. Critical hope was a by-product of this participatory process, whereby participants shared personal and collective optimism. Participatory and arts-based methods that centre self-acceptance and solidarity can nurture resistance to pathologizing discourses in HIV research. Centring critical hope and participant-generated methodologies is a promising approach to transformative health promotion and intervention research. These methodological insights can be engaged in future participatory work with other marginalized groups facing dominant biomedical risk discourses. Critical hope holds potential as a participatory health promotion strategy for envisioning possibilities for sustainable change.
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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 | 0.045 | 0.005 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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