Mental Health and Well-Being Among Tamil Youth of Sri Lankan Origin Living in Toronto: A Mixed Methods Approach
Bibliographic record
Abstract
Literature on the mental health of Tamil youth of Sri Lankan origin living in Canada is scant. In this study, I applied an interpretive descriptive approach to explore, discover, and understand the meanings, beliefs, practices, and experiences of health, well-being, and mental health of thirteen first and second-generation Sri Lankan Tamil youth. I used a convergent parallel mixed methods research design and applied an emancipatory approach to informing culturally competent mental health nursing practice, influenced by critical race, postcolonial feminist and intersectionality theories. Parents, the Tamil community and Tamil culture emerged as major themes reflecting the important roles they play in Tamil youths mental well-being. Experiences related to the Sri Lankan civil war/genocide and immigration appear to impact both collective and intergenerational trauma and resilience. Recommendations include applying a holistic, trauma-informed and integrated/multilevel approach, including traditional and collective methods of healing, capacity building and recognition/acknowledgement of the Tamil Genocide.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 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".