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Record W7071995439

Understanding the narratives of immigrant and refugee women (IRW) in intimate partner violence in Canada across pre-migration, migration, and post-migration (PMP) trajectories

2022· dissertation· en· W7071995439 on OpenAlex

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

VenueMspace (University of Manitoba) · 2022
Typedissertation
Languageen
FieldComputer Science
TopicQR Code Applications and Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeeDomestic violenceImmigrationSnowball samplingQualitative researchNarrativeMainstream
DOInot available

Abstract

fetched live from OpenAlex

ABSTRACT Introduction: Studies on intimate partner violence have established several contributing and complicating factors to IPV concerns among immigrant families in the diaspora. The implications of IPV indicate that immigrant and refugee women are entangled in their relationships based on cultural, structural, and familial factors. Aim and Objectives: There is a scarcity of wholistic research on immigrant and refugee women’s intimate partner violence across pre-migration, migration, and post-migration trajectories in Canada. This narrative study explored the IPV experiences of immigrant and refugee women in Canada across the pre-migration, migration, and post-migration (PMP) trajectories through four research questions: What are the immigrant and refugee women’s experiences of IPV in the pre-migration, migration, and post-migration periods? To what extent has the cultural background of newcomer women impacted their relationships and settlement in their new societies, which led to intimate partner violence? How has the precarious immigration status of immigrant and refugee women influenced their continuous stay in their relationships? How helpful have the mainstream interventions been for IRW in IPV relationships in Canada? Methods: Twenty-seven IRW from sixteen racialized communities from Africa, Asia, The Caribbean, Europe, South America, and the Middle East were recruited in Winnipeg through flyers, community organizations, snowball sampling, and social media. Virtual (video and telephone) semi-structured in-depth interviews were conducted with the participants. Whereas all participants had minimal English communication, five participants requested interpretations to ensure fluent narration of their IPV experiences. Research data were analyzed through MAXQDA qualitative software using Connelly and Clandinin’s (2006) three-dimensional features – temporality, sociality, and place and question alignment analysis methods. Results: The study indicated that the intersections of gender, age, reproduction/pregnancy, immigration, systemic, socio-economic, and cultural/religious factors contributed to the continuity and vulnerability of immigrant and refugee women’s IPV experiences across PMP. All participants highlighted the theme of wives as slaves. Participants reported the deprivation of self-determination in their intimate relationships and the Canadian systems, but highlighted self-efficacy within the Canadian culture. Some participants advised experiencing the same level of violence across all borders The study produced a PMP model of assessment and interventions for IRW service providers.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.382
Threshold uncertainty score0.726

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.014
GPT teacher head0.219
Teacher spread0.205 · 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