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Record W4416991008 · doi:10.1080/09575146.2025.2592100

‘Why does she have dark skin?’: the ways Black women early childhood educators engage in intersectional pedagogies

2025· article· en· W4416991008 on OpenAlexafffund
Janelle Brady, Rachel Berman

Bibliographic record

VenueEarly Years Journal of International Research and Development · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGender Roles and Identity Studies
Canadian institutionsToronto Metropolitan University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsBlack womenIntersectionalityEarly childhoodReflexivityBlack feminismRace (biology)Ethnography

Abstract

fetched live from OpenAlex

Based on a larger study, this paper highlights the lived-experiences and counter-stories of nine Black early childhood educators (ECEs). We explore how Black women’s positionality shapes their action, advocacy, and engagement with children, families, and the wider ECEC community through their intersectional pedagogy. We work with the original meaning of intersectionality, by focusing on the race–gender dimension of Black women, and employ Black feminist thought and critical race theory, to ask: What are the ways the practices of Black Women ECEs take up intersectional pedagogy? The findings centre on three key themes: (1) self as an entry point, (2) practices of othermothering as tradition y that drive the intervention strategies of Black women ECEs in supporting the flourishing of Black children and families, and (3) embodied knowledge and intersectional practices. We highlight that Black feminist pedagogy is a unique type of intersectional pedagogy that is culturally relevant and engaged with othermothering practices.

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)0.003
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.446
Threshold uncertainty score0.416

Codex and Gemma teacher scores by category

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

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 head0.050
GPT teacher head0.369
Teacher spread0.319 · 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 designObservational
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
Published2025
Admission routes2
Has abstractyes

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