Anchoring into Space: A Reflexive Approach for Attending to Trauma When Engaging in Research with Older Persons with Experiences of Homelessness
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
Reflexivity, which requires the conscious appraisal of how researchers’ social positions and subjectivities interact with the research process, has become increasingly popular in qualitative research with participants at heightened risk of marginalization and trauma histories. Despite the documented traumas associated with marginalization, little has been written about the process of integrating a reflexive approach into research with marginalized communities. This methodological paper seeks to redress this gap by illuminating how our research team used the lens of space as a reflexive framework to attend to positionality, transformation, and power in a qualitative study with older persons with experiences of homelessness. These reflections emerged from our work conducting research in one of three sites associated with a pan-Canadian study, on housing, aging, place/space, and homelessness. More specifically, they emerged from our team’s observations and de-briefings during and following data collection with 11 participants (aged 50+ years) of a long-term transitional housing site in Montreal, Canada. These reflections illuminate how integrating concepts of space may provide an avenue for attending to reflexivity when conducting research that informs policy and public service initiatives for marginalized communities, and support research processes that disrupt tendencies to overlook trauma.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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