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Record W7115813873

Teenage Syrian Refugees: Stress, Support, and Coping

2020· dissertation· en· W7115813873 on OpenAlexaboutno aff

Bibliographic record

VenueMacSphere (McMaster University) · 2020
Typedissertation
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsnot available
Fundersnot available
KeywordsCoping (psychology)RefugeeStressorPsychosocialAcculturationInterpretative phenomenological analysisSyrian refugeesMental health
DOInot available

Abstract

fetched live from OpenAlex

Millions of Syrians have been displaced due to the events of war since 2011. Among those, half of them are youth under the age of 18. In 2015, Canada launched an initiative to be a new home for Syrian refugees, and youth accounted for a large amount of those resettled. Pre-migration and post-migration stressors have been noted to have profound impacts on mental health and well-being. Additionally, adolescence is a crucial period of psychosocial development, which for Syrian youth has been drastically changed as a consequence of war. This includes being uprooted from their communities of family, friends, and religious groups, as such social support systems are important resources in buffering against stress. The research surrounding adolescent Syrian refugees’ experiences of stress and coping is slowly growing. However, little is known about how teenage Syrian refugees in Canada utilize social support. Therefore, it is important to gain understanding of how teenage Syrian refugees use their social support systems to cope with stressors. Semi-structured interviews were conducted with adolescent Syrian refugees (n=9) aged 16-18 who live in Ontario. The interviews were transcribed and analyzed using Interpretative Phenomenological Analysis. The findings suggest that youth face pre migration stressors related to the war and post migration stressors related to acculturation and navigating the education system. Family, peers, school staff, and organizations were identified as forms of social support, with each group having unique reasons as to why they were selected. Coping behaviours were broadly categorized as being inherently individualistic or collectivistic. Teenage Syrian refugees draw upon or seek out resources to navigate complex situations they are faced with, and cultural values influence the stress and coping process. These findings may have implications for mental health providers who work with teenage Syrian refugees, the education system, and policy makers who focus on refugees.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.065
Threshold uncertainty score0.129

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.015
GPT teacher head0.263
Teacher spread0.248 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

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