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Record W3195141927 · doi:10.53967/cje/rce.v44i2.4439

Reframing Parental Involvement as Social Engagement: A Study of Recently Arrived Arabic-Speaking Refugee Parents' Understandings of Involvement in Their Children's Education.

2021· article· en· W3195141927 on OpenAlexaffvenueabout
Jerome Cranston, Shauna Labman, Stephanie Crook

Bibliographic record

VenueCanadian Journal of Education / Revue canadienne de l éducation · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsUniversity of WinnipegUniversity of ManitobaUniversity of Regina
Fundersnot available
KeywordsCognitive reframingRefugeeFraming (construction)Ethnic groupPerceptionSociologyGender studiesPedagogyPsychologyDevelopmental psychologySocial psychologyPolitical science

Abstract

fetched live from OpenAlex

The involvement of refugee parents in their children’s education is crucial for academic success and social integration. However, school personnel often seem to struggle to find approaches that will increase recently arrived refugee parents’ involvement with the school. While refugee parents are not a homogenous group, many face uniquely similar and intersecting challenges. Using a qualitative research approach, specifically semi-structured interviews, this study examines the perceptions of one group of Arabic-speaking, recently arrived refugee parents’ perceptions of being and becoming involved in their children’s education after their arrival in Canada. The findings suggest the following factors act as barriers to their involvement: (1) limited language proficiency, (2) competing basic needs, (3) lack of homework, (4) teachers’ limited cross-cultural and interreligious understanding, and (5) sexual health education being a contested shared space. While the findings illuminate what some recently arrived refugee parents regard as barriers, the discussion challenges educational leaders and policy makers to critically question the dominant, normative model of parental involvement that is employed and recommends they reframe their conceptions of parental involvement as social engagement with a school community. Such a reframing may better support recently arrived refugee parents’ integration into their new home country.

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)0.005
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.063
Threshold uncertainty score0.125

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0080.005
Scholarly communication0.0030.003
Open science0.0010.003
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 head0.077
GPT teacher head0.330
Teacher spread0.253 · 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 designQualitative
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

Citations6
Published2021
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Education / Revue canadienne de l éducationSame topicParental Involvement in EducationFrench-language works237,207