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Record W6988078427

Walking Alongside Refugees: Strengths and Challenges of Canadian Private Sponsorship

2022· dissertation· en· W6988078427 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2022
Typedissertation
Languageen
FieldEngineering
TopicBiodiesel Production and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeeThematic analysisGovernment (linguistics)AutonomyEmpathyReciprocity (cultural anthropology)Dominance (genetics)
DOInot available

Abstract

fetched live from OpenAlex

As the global refugee crisis grows increasingly dire, the Canadian government has raised quotas for refugee resettlement through the Privately Sponsored Refugees Program. Private sponsors provide emotional, financial, and practical support to refugees throughout the sponsorship agreement. The limited research on private sponsorship consists mainly of region-specific samples in response to the Syrian refugee crisis, which may not be representative of day-to-day private sponsorship across Canada. This research draws on Intergroup Contact Theory to situate how private sponsors can approach sponsorship in ways that support or hinder refugee autonomy. In the current study, Canadian private sponsors (N = 155, 73% female) completed an online survey containing vignettes and various ratings to assess values, attitudes, behavioural intentions, and sponsorship group process. Together, findings indicated that both autonomy supportive and restrictive approaches are occurring in private sponsorship. Reflective thematic analysis results outlined the constraints of sponsorship (i.e., budget, scope, timeline), sponsorship group process, and the breadth of relationship quality between refugees and private sponsors. Quantitative results demonstrated a link between higher Social Dominance values and lower attitudes of Ethnocultural Empathy and Reciprocity, and higher attitudes of Paternalism. Higher Power values were associated with lower attitudes of Reciprocity and higher attitudes of Colour Blindness. Moreover, higher Power values predicted private sponsors' behavioural intentions to communicate with refugees and support their autonomy. As the Canadian Privately Sponsored Refugees Program is the largest sponsorship stream in Canada and has been adopted worldwide, implications, recommendations, and future research directions are discussed.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.908
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.024
GPT teacher head0.262
Teacher spread0.238 · 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 designNot applicable
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
Published2022
Admission routes1
Has abstractyes

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