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Record W3208023079 · doi:10.7939/r3-vdet-pe42

Exploring Social Bridging, Sense of Belonging, and Integration Amongst the Syrian Refugee Community

2021· article· en· W3208023079 on OpenAlex
Mischa Taylor

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUniversity of Alberta Library · 2021
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsnot available
Fundersnot available
KeywordsBridging (networking)RefugeeSyrian refugeesSociologySocial psychologyPsychologyPolitical scienceComputer scienceComputer security

Abstract

fetched live from OpenAlex

The civil war in Syria caused an upheaval to all aspects of life for its citizens, resulting in an unprecedented number of Syrians arriving in Canada as refugees. While government and settlement agencies responded by addressing their immediate needs, other aspects of their integration, specifically their social integration, were much less prioritized and minimally resourced. This study drew on Ager & Strang’s (2008) Domains of Integration framework and their description of social bridging to explore this aspect of social integration of refugees in greater detail. A qualitative descriptive methodology was applied to explore how Syrian refugees describe their experiences of building social bridges in Canada, and how these bridges impact their sense of belonging and overall integration. Semi-structured interviews were conducted with twelve adult members of the Syrian refugee community, and thematic analysis was used to interpret the data. This study found that: social bridging is influenced by the conditions that shape if social bridges are formed; friendliness, intentional connections, and neighbourly relations are valued social bridges; and social bridging promotes adaptation and sense of belonging outcomes for refugees. The insights that emerged from this study contribute to a better understanding of the interrelationship of these concepts for Syrian refugees, and establishes an foundation to explore social bridging in greater depth for enhancing theory, as well as to improve social bridging support for refugees in practice.

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.

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 score0.802
Threshold uncertainty score0.997

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 head0.038
GPT teacher head0.246
Teacher spread0.208 · 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