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Record W4321441196 · doi:10.1371/journal.pone.0281765

Use of participatory action research to support Syrian refugee mothers in the resettlement period in Canada: A longitudinal study

2023· article· en· W4321441196 on OpenAlexafffundabout
Joyce O’Mahony, Shahin Kassam, Nancy Clark, Trichia Asbjoern

Bibliographic record

VenuePLoS ONE · 2023
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsUniversity of VictoriaThompson Rivers University
FundersSocial Sciences and Humanities Research Council of CanadaThompson Rivers University
KeywordsRefugeeParticipatory action researchMental healthSocial supportIntersectionalityGender studiesPsychologySociologyPolitical scienceSocial psychologyPsychiatry

Abstract

fetched live from OpenAlex

Research has shown that refugees in a foreign country often experience physical and mental health challenges upon resettlement (Ahmad et al., 2021; Salam et al., 2022). In Canada, refugee women experience a range of physical and mental barriers, including poor access to interpreter services and transportation, and a lack of accessible childcare, all of which can negatively affect their successful integration (Stirling Cameron et al., 2022). Social factors that support Syrian refugees to settle successfully in Canada have been unexplored systematically. This study examines these factors from the perspectives of Syrian refugee mothers living in the province of British Columbia (BC). Framed by principles of intersectionality and community-based participatory action research (PAR), the study draws on Syrian mothers' perspectives of social support in early, middle, and later phases of resettlement. A qualitative longitudinal design consisting of a sociodemographic survey, personal diaries, and in-depth interviews was used to gather information. Descriptive data were coded, and theme categories were assigned. Six themes emerged from data analysis: (1) Steps in the Migration Journey; (2) Pathways to Integrated Care; (3) Social Determinants of Refugee Health; (4) COVID-19 Pandemic Impacts and Ongoing Resettlement; (5) Strength-Based Capabilities of Syrian mothers; (6) Peer Research Assistant's Research (PRAs) Experience. Results from themes 5 and 6 are published separately. Data obtained in this study contribute to the development of support services that are culturally appropriate and accessible to refugee women living in BC. Our objectives are to promote the mental health and improve the quality of life of this female population, and to enable it to access healthcare services and resources in a timely manner.

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)0.018
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.086
Threshold uncertainty score0.457

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0230.006
Scholarly communication0.0050.002
Open science0.0020.007
Research integrity0.0010.003
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 head0.595
GPT teacher head0.477
Teacher spread0.118 · 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 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

Citations15
Published2023
Admission routes3
Has abstractyes

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Same venuePLoS ONESame topicMigration, Health and TraumaFrench-language works237,207