Which Anxiety Symptoms are Associated with Perceived Ethnic Discrimination in Adolescents With an Immigrant Background?
Bibliographic record
Abstract
This study assesses the specific anxiety symptoms that are present in the context of perceived ethnic discrimination in 696 (M age = 13.3, σ = .77, 57% girls) seventh and eighth-grade students with immigrant backgrounds from four different Canadian high schools. Multiple hierarchical linear regressions were conducted to determine the association between perceived ethnic discrimination and specific anxiety symptoms. Results demonstrate that perceived ethnic discrimination is significantly associated with more anxiety symptoms, such as panic/somatic, generalized anxiety, social phobia, and school phobia. Findings provide a better understanding of the association between perceived ethnic discrimination and anxiety symptoms reported by adolescents with an immigrant background. These findings could help school-based mental health professionals in the implementation of prevention and intervention measures aimed at reducing specific anxiety symptoms that are often present in the context of perceived ethnic discrimination.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".