Decolonizing Community Psychology by Supporting Indigenous Knowledge, Projects, and Students: Lessons from Aotearoa New Zealand and Canada
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
Community psychology has long stood as a social justice agitator that encouraged reformation both within and outside of the academy, while keeping a firm goal of building greater well-being for people in communities. However, community psychology's historically Euro-centric orientation and applied, interventionist focus may inadvertently promote colonial agendas. In this paper, we focus on the example of Indigenous Pacific peoples, drawing upon experience working among Indigenous iTaukei Fijian communities and with Indigenous frameworks for promoting student success in Aotearoa New Zealand and Canada. We outline how community psychology curricula can strive toward decolonization by (a) teaching students to respectfully navigate complexities of Indigenous knowledge and traditions that contest colonial ways of being and doing, (b) act as facilitators who build toward collaborative community projects and model this research practice to students, and (c) boost Indigenous student success by fostering relationships with instructors and fellow students that are embedded within the relational model of self that is often absent in individualistic-oriented Western academic settings.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.006 |
| 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