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Record W4285465082 · doi:10.32920/ryerson.14636598.v1

From theory to practice: Engaging immigrant parents in their children’s education

2021· preprint· en· W4285465082 on OpenAlexafffund
Judith K. Bernhard

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsToronto Metropolitan University
FundersMinistère de l’Éducation, Gouvernement de l’OntarioStrong
KeywordsHumanitiesImmigrationEthnographyPsychological interventionSociologyDialecticGender studiesPolitical sciencePhilosophyTheologyMedicineNursingLawAnthropology

Abstract

fetched live from OpenAlex

<p>The development of a series of theoretically based interventions for newcomer (immigrant)parents was undertaken over a 10-year period through an iterative method of designingand analyzing a series of ethnographic studies of its implementation. The results of threesuch interventions are reported here. The work was based on the critical theory of Freireand the post-Marxist and radical theories of Bourdieu and Cummins. Specifically, theinterventions were designed to help immigrant groups of parents (of Latino origin) tounderstand their position of marginality, to help empower them, and to provide them witha basis for acting in support of their children’s education in the new host country. Thefindings of the interventions reported show how the research program evolved along withthe dialectic refinement of practice and theory.</p> <p><br></p> <p>Nous avons entrepris le développement d’une série d’interventions à base théorique visantles parents nouvellement arrivés (immigrants) au cours d’une période de 10 ans enemployant une méthode itérative pour concevoir et analyser une série d’étudesethnographiques portant sur sa mise en œuvre. Nous faisons état des résultats de trois deces interventions. Le travail reposait sur la théorie critique de Freire et des théoriespostmarxistes et radicales de Bourdieu et Cummins. Plus précisément, les interventionsont été conçues pour venir en aide à des groupes spécifiques de parents (d’origine latino) enles aidant à comprendre leur marginalité, en les rendant autonomes, et en leur fournissantles bases pour être en mesure d’appuyer l’éducation de leurs enfants dans le nouveau payshôte. Les résultats des interventions étudiées indiquent l’évolution du programme derecherche au fur et à mesure de l’amélioration de la pratique et la théorie </p>

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.231
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
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 science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.034
GPT teacher head0.377
Teacher spread0.343 · 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 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

Citations11
Published2021
Admission routes2
Has abstractyes

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