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Record W4294685513 · doi:10.1177/01614681221121522

“We Have No ‘Visibly’ Trans Students in Our School”: Educators’ Perspectives on Transgender-Affirmative Policies in Schools

2022· article· en· W4294685513 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueTeachers College Record The Voice of Scholarship in Education · 2022
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsWestern University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsTransgenderCharterThematic analysisInclusion (mineral)Focus groupPolitical scienceQualitative propertyContext (archaeology)Sexual orientationAffirmative actionQualitative researchSociologyPublic relationsPedagogyPsychologyGender studiesSocial scienceLaw

Abstract

fetched live from OpenAlex

Background/Context: In Ontario, and Canada more broadly, anti-discrimination on the basis of gender identity and gender expression is enshrined in the Ontario Human Rights Code and the Canadian Charter of Rights and Freedoms, which have required schools to address trans inclusion. However, the ways in which educators understand or enact these policies, and whether they are even aware of them, remain largely underexplored. Purpose/Research Question/Focus of Study: Our purpose was to learn more about educators' awareness and understanding of trans-inclusive policies in schools and the extent to which such policies were informing practice. Participants: While this research is based on survey data comprising 1,194 respondents, this article examines comments provided about trans-affirmative policy from 463 educators. Research Design: This study involves large-scale survey research conducted on 1,194 educators in Ontario K-12 schools; the survey was disseminated via social media and educational affiliates. We draw primarily on the qualitative data component of the survey, where educators provided detailed comments about and insights into trans-inclusive policies. We employed a reflexive approach to coding and thematic analysis to identify key themes. Findings/Results: Although our quantitative data depicted a favorable assessment of support for trans-affirmative policies-94% of respondents found their school's policy to be very or somewhat relevant-our findings highlight a discrepancy between policy and practice, and a lack of commitment to addressing cisgenderist, cisnormative, and cissexist systems. The themes that emerged from our coding and analysis of the qualitative data were: (1) educators' understanding of policy as accommodation; (2) individualized approaches to trans inclusion; (3) lack of administrative support and intervention; (4) the gap between policy and practice; (5) transphobic and cissexist resistance to supporting gender diversity; (6) the need for trans-affirming and gender-expansive curriculum, and (7) the problem of generalized approaches to equity and acceptance of diversity. In addition, we discuss several educator comments that raise important questions about race and the need for intersectional approaches to addressing equity and trans inclusion in schools. Conclusions/Recommendations: We advocate for a paradigm shift with respect to the necessity of employing a trans epistemological framework that addresses the need for gender-expansive education which focuses on the harmful effects of cisgenderism, cisnormativity, and cissexism in the education system. Central to addressing gender justice and trans marginalization in schools for all students, we conclude, is the need for policy makers to ensure accountability and budgetary allocation for the provision of resources and professional development for educators in schools.

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.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.181
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0000.000

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 head0.045
GPT teacher head0.404
Teacher spread0.358 · 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