Supporting African refugees in Canada: insights from a support intervention
Bibliographic record
Abstract
Although evidence suggests the importance of social support for refugees, this knowledge has not been invoked to systematically develop culturally congruent support interventions that help refugees adapt to life in receiving countries. The objective of this study was to design and pilot test a culturally congruent intervention that meets the support needs and preferences of two ethno-culturally distinct refugee groups. Support was delivered to Somali and Sudanese refugees (n = 58), by trained peer and professional facilitators. Face-to-face groups comprised of refugees, matched by gender and ethnicity, were created to enhance the depleted social networks of Somali and Sudanese refugees. Each peer support group met bi-weekly for a face-to-face session for 12 weeks. Peer facilitators delivered supplementary one-to-one support via the telephone. The ingredients of the support intervention included: (i) peer facilitators and professionals; (ii) provision of information, affirmation and emotional support; and (iii) accessibility (e.g. childcare, transportation). The study employed a qualitative participatory research design. Data collected for the study included (i) in-depth pre-intervention interviews with potential support group participants in 2008-2009 to assess intervention preferences; (ii) fieldnotes by peer and professional facilitators during the intervention in 2009-10; (iii) post-intervention group interviews with support group participants in 2010; and (iv) in-depth interviews with peer and professional helpers in 2010. A major perceived benefit of the support programme was connecting with people from African refugee participants' cultural communities. Participants appreciated the gender and culture-specific groups. Following the social support intervention, refugees reported increased social integration, decreased loneliness and expanded coping repertoire.
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How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".