Refugee Youth And Migration: Using Arts-Informed Research To Understand Changes In Their Roles And Responsibilities
Bibliographic record
Abstract
This article presents the findings from a community-based qualitative study that utilized an arts-informed method to understand the changes in refugee youth's roles and responsibilities in the family within the (re)settlement context in Canada. The study involved 57 newcomer youths from Afghan, Karen, or Sudanese communities in Toronto, who had come to Canada as refugees. The data collection method embedded a drawing activity within focus group discussions. We present these drawings, as well as explanations and discussions to capture the complexities of their experiences. The data analysis involved 1. reflective dialogue between each participant and her/his own drawing; 2. group dialogue, reflection, and elaboration on meanings in the drawings; and 3. the research team's reflective dialogue. The findings revealed that the youths' roles and responsibilities have both changed and increased following migration, often involving interpretation and translation, and providing financial and emotional support to their family members, in addition to engaging in household chores and educational pursuits. Use of drawings as a data generation method enriched the findings of focus group discussions, and vice versa in a number of ways. We also present implications for future research involving arts-informed methods.
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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 | 0.017 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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".