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Record W7132964716

Transcending difference: Montreal educators' response to diversity

2002· dissertation· W7132964716 on OpenAlexaboutno aff
Gina Valle

Bibliographic record

VenueTSpace · 2002
Typedissertation
Language
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismMulticultural educationHarmony (color)Diversity (politics)Cultural diversityCultural pluralismQualitative research
DOInot available

Abstract

fetched live from OpenAlex

At the heart of this inquiry are eight Montreal educators and their teaching experiences in multicultural schools and classrooms. These female and male practitioners represent different racial, ethnic, linguistic and class groups, and a range of teaching experience. This study considers how their understanding of diversity shapes and informs their teaching practices in the specific socio-political, cultural and linguistic venue of Montréal, Quebec. My theoretical framework brings together the work of established scholarship, and examines contributions to the issues of language, culture, and identity, as they impact multicultural education and the learning and teaching environment in schools. This qualitative inquiry is guided by my own multicultural awareness as a bicultural Canadian and an educational researcher. I use case study methodology as a form of inquiry within qualitative research, collecting field notes from various sources, and searching for stories that provide insight into the educators' wisdom and practical knowledge. The teachers' stories reveal the knowledge, attitudes, skills, awareness, and values that contribute to dialoguing across difference, and provide us with an image of what a multicultural educator might look like. The overarching theme of this study is the potential fusion between educational theory and classroom practice. The educators profiled offer a framework for communicating and relating to pluralistic learning and teaching environments, and open the possibility for meaningful dialogue about diversity in classrooms, schools, and the community at large. In affirming the harmony of cultures in their schools, the teachers breathe life into new multicultural spaces where cultures intersect, and where new forms of understanding are created. Several themes emerge in this study: the educators' changing role in a multicultural teaching environment, dialoguing with ‘other’, and the rewards and challenges of providing equitable educational opportunities for all students. Given the shifting racial and cultural composition of Canada's population, education must prepare students and teachers for life in a multicultural society. Teacher education programs must evolve to address the needs of changing racial and cultural student populations, and engage teachers in learning experiences to enhance their effectiveness in multicultural classrooms. The study concludes with recommendations for integrating multicultural perspectives in teacher education.

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)0.006
metaresearch head score (Gemma)0.013
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 score0.103
Threshold uncertainty score0.472

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.013
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0430.015
Scholarly communication0.0080.004
Open science0.0030.011
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0070.000

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 head0.056
GPT teacher head0.418
Teacher spread0.362 · 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

Citations0
Published2002
Admission routes1
Has abstractyes

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