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Record W4416199678 · doi:10.37291/2717638x.202563648

Reconnecting and reclaiming Africentricity: Applying Africentric principles and pedagogy in early learning and child care settings

2025· article· en· W4416199678 on OpenAlexafffundabout
Milena Pimentel, Justin West, Moashella Shortte, Kathryn S. Sexton, Thomas R. Fraser, Anne Briscombe, Krystin Tisch Johnson, Barbara Hamilton-Hinch, Crystal Watson, Jessie‐Lee D. McIsaac

Bibliographic record

VenueJournal of Childhood Education & Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsDalhousie UniversityNova Scotia Community CollegeMount Saint Vincent University
FundersCanada Research Chairs
KeywordsEarly childhoodEarly childhood educationPhotovoiceFeelingNova scotiaRacismCultural competenceChild development

Abstract

fetched live from OpenAlex

An Africentric Early Childhood Education diploma program offered in Nova Scotia (Canada) at the Nova Scotia Community College has been highlighted as a community asset, bringing strength to the early childhood sector. Underpinned by the philosophy of Ubuntu, this pre-service training fosters a supportive learning environment for Black early childhood educators. This research used a Photovoice methodology to explore the application of Africentric principles and pedagogy from participants (n=12) who were graduates of this program and working in early childhood settings during the time of the study. Through a series of workshops, participants identified five key themes: 1) I am the foundation; 2) Connection; 3) Our cultural identity; 4) Self-expression; and 5) Support. Participants referred to themselves as foundational for driving change in early childhood education and curated environments that offered authentic learning experiences of cultural advocacy. At the same time, participants shared feelings of not being supported in their practice as educators, primarily by program administrators, which hindered trust. Participants collectively developed recommendations for the early childhood sector to improve cultural safety and responsiveness. The results from the study are transferable to other educational settings in efforts to challenge systemic racism and ensure safe working environments for educators.

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)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.108
Threshold uncertainty score0.837

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.101
GPT teacher head0.507
Teacher spread0.405 · 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 routes3
Has abstractyes

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