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Record W2772243260

Encountering Resistance To Gender Equity Policy in Educational Organization

2003· article· en· W2772243260 on OpenAlexvenueaboutno aff
Janice A Wallace

Bibliographic record

VenueCanadian Journal of Educational Administration and Policy · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicGender Diversity and Inequality
Canadian institutionsnot available
Fundersnot available
KeywordsEquity (law)Public relationsSociologyResistance (ecology)Political scienceLaw
DOInot available

Abstract

fetched live from OpenAlex

became interested in researching the phenomenon of resistance to employment policy that attempted to increase gender equity in educational organizations because it came up over and over...at social gatherings, a cash register in a store while was Christmas shopping, in my graduate courses, and in my work at the Faculty of Education at The University of Western Ontario with both colleagues and students. found that students in the Social Foundations course that teach could generally see the fairness of gender equity in the classroom--at least in terms of calling on girls more often, assessing their work fairly, ensuring that they developed an interest in highly valued courses such as Math and Science, meeting the learning needs of boys in language and so on. However, when we talked about gender equity employment policy, the men were often openly hostile and the women resistant to what they perceived as needless efforts on their behalf. found that rational argumentation and statistical evidence, which strongly demonstrated sex-based discrimination in educational organizations, while compelling in some ways, was simply not enough to persuade students or colleagues that there was a need for policy to rework the gendered distribution of labour in educational organizations.  During my doctoral studies, began to research the history of employment equity policy in Ontario's educational organizations. One compelling argument offered in support of employment equity policy was that schooling cannot demonstrate equity in pedagogical practices if it does not also so in its patterns of governance. That is, educators cannot tell students to do as if the roles students see replicated in schools simply mirror the inequities of the larger social context. Therefore, advocates, such as the Federation of Women Teachers' Association, argued that, since Ontario, like many other Canadian provinces, has taken up gender fairness in classroom practices in its official educational policy for over thirty years, its employment policy must reflect the Ministry of Education's pedagogical goals. However, as various iterations of policy were put in place--each more prescriptive than the last--there was clear evidence that gender equity in employment practices in educational organizations was resisted at an organizational level.  As developed my research proposal, realized that it was the phenomenon of resistance to gender equity that wanted to understand more clearly. When told a colleague of mine what was thinking about doing, she responded with guarded optimism and then added: I just read an article by someone who tried to research resistance and she  came to the conclusion  that it was impossible. There have been many times when was tempted to come to the same conclusion during this long process...particularly as the policy context was researching kept slipping away from me. suppose one could say that was experiencing the phenomenon was researching.

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)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.803
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.091
GPT teacher head0.375
Teacher spread0.284 · 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.

Study designTheoretical or conceptual
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

Citations2
Published2003
Admission routes2
Has abstractyes

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