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Record W4362241674 · doi:10.1353/ces.2023.0000

Immigrant Men and Racism in Canada: Impacts on Well-being and Family Wellness

2023· article· en· W4362241674 on OpenAlexvenueaboutno aff
Liza Lorenzetti, Abbas Mancey, Christine A. Walsh, Vic Lantion

Bibliographic record

VenueCanadian ethnic studies · 2023
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsnot available
Fundersnot available
KeywordsRacializationRacismGender studiesFocus groupSociologyPsychological resilienceIndigenousParticipatory action researchImmigrationThematic analysisPolitical scienceSocial psychologyPsychologyRace (biology)Qualitative researchAnthropology

Abstract

fetched live from OpenAlex

Migration and resettlement can be fraught with stressful challenges, with individuals and families often encountering cultural and linguistic barriers, underemployment, credential discreditation, and discrimination. Insufficient attention is paid to how migration and resettlement impacts the well-being of racialized men specifically, and family wellness. Employing a feminist participatory action research approach (FPAR), a culturally diverse group of men and women (12) involved in a community-based violence prevention group convened three focus groups to explore how racialized immigrant men experience migration and resettlement in Canada, and the effects of this on personal and family wellness and domestic violence. Through an initial thematic analysis and a final focus group to verify the findings with all members of the group (23), the co-researchers identified three interconnected factors associated with the migratory and resettlement processes: migratory and resettlement stress; family wellness barriers; and resilience. Insights from Indigenous coresearchers drew parallels with experiences of racialization on colonized lands. The findings underscore racism as an overarching construct that impacted all factors and, in turn, affected individual and family wellness. Changes to policies and practices are recommended to address systemic discrimination, or 'racialized resettlement,' with anti-racism as a core frame to transform support systems extended to newcomers to Canada.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.878
Threshold uncertainty score0.600

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.069
GPT teacher head0.361
Teacher spread0.292 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2023
Admission routes2
Has abstractyes

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