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Record W7132999369

Considerations of Identity in Teachers' Attitudes toward Teaching Controversial Issues under Conditions of Globalization: A Critical Democratic Perspective from Canada

2013· dissertation· en· W7132999369 on OpenAlexfundaboutno aff
Angela MacDonald

Bibliographic record

VenueTSpace · 2013
Typedissertation
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaAustralian GovernmentUniversity of AlbertaGovernment of Alberta
KeywordsUniversalismHegemonyDemocracyCitizenshipCritical theoryCritical ethnographyNeutralityDemocratic educationDemocratic idealsStatus quo
DOInot available

Abstract

fetched live from OpenAlex

Controversy, as a vital principle of democracy, plays a central role in education for critical democratic global citizenship. Controversial issues, however, raise pedagogical challenges for teachers in that they are not only explicitly political, but also potentially threatening to the reproduction of status quo ideals and embedded national narratives – themselves keystones of citizenship education. The findings from this dissertation study report survey data on teachers’ attitudes toward teaching controversial issues from 202 Canadian teachers, as well as findings from interviews conducted with 16 Alberta teachers about how their multiple identities, and those of their students, intersect with their attitudes toward teaching controversial issues. The findings are discussed against indicators of critical democratic global citizenship education (CDGCE) which I advance in the thesis following from my investigation into the relationship between critical theory of a) democracy, b) globalization, and c) education. I engage the findings through the lens of critique and possibility and the reproduction and interruption of hegemonic discourse. Read through this lens, I found that hegemonic discourses of neutrality and universalism are being both reproduced and interrupted in complex ways that do affirm, but mostly refute, the promise of education for deepening democracy under conditions of globalization. Discourses of neutrality and universalism are being reproduced through insidious practices that affirm difference-blind and blank slate ideals and these need responding to. These have implications for how students in Canadian classrooms may be being prepared for critical democratic global citizenship education. Despite the misguided emphasis on the danger of teachers’ expressing extreme views in dominant discourses of education that question the place of controversial issues in school, I argue that the greater threat to deepening democracy is not teachers who express extreme views; it is curriculum and teachers who do not question familiar ones. In turn, I call for critical discursive and reflexive practices for teaching and learning with controversial issues that foreground identity, difference, and feelings as explicit material for learning. Finally, I delineate specific recommendations that are crucial responses for realizing the promise of education for deepening democracy under conditions of globalization.

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)0.011
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 score0.278
Threshold uncertainty score0.837

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.011
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.006
Science and technology studies0.0730.020
Scholarly communication0.0150.003
Open science0.0020.006
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0040.000

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 head0.044
GPT teacher head0.471
Teacher spread0.427 · 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
Published2013
Admission routes2
Has abstractyes

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