“What Do They Really Mean by Partnerships?” Questioning the Unquestionable Good in Ethics Guidelines Promoting Community Engagement in Indigenous Health Research
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
Academics and community members collaborated in research to examine how best to apply ethics guidelines for research involving Indigenous communities in a community with complex and multiple political and cultural jurisdictions. We examined issues of NunatuKavut (Southern Inuit) authority and representation in relation to governance of research in a context where community identity is complex and shifting, and new provincial legislation mandates centralized ethics review. We scrutinize the taken-for-granted assumption of research ethics that community engagement is an unquestionable "good." We examine the question of whether and how research ethics guidelines and associated assumptions about the value of community engagement may be grounded in, and inadvertently reinforce, ongoing colonialist relations of power. We present findings that community engagement-if done uncritically and in service to ethics guidelines rather than in service to ethical research-can itself cause harm by leading to community fatigue, undermining the community's ability to be effectively involved in the research, and restricting the community's ability to have oversight and control over research. We conclude by suggesting that the laudable goal of engaging communities in research requires careful reflection on the appropriate use of resources to operationalize meaningful collaboration.
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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 | 0.726 | 0.385 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.037 |
| 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