MétaCan
Menu
Back to cohort
Record W4406491594 · doi:10.1080/10901027.2025.2450794

“It isn’t the same for everyone”: Early childhood educators’ lived experiences with cultivating social inclusion

2025· article· en· W4406491594 on OpenAlexafffund
Donna Koller, A. Matthiesen, Angie Oulton, Elizabeth Murphy

Bibliographic record

VenueJournal of Early Childhood Teacher Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsUniversity of TorontoToronto Metropolitan University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsInclusion (mineral)PsychologyEarly childhood educationEarly childhood teacherPedagogyEarly childhoodDevelopmental psychologySocial psychology

Abstract

fetched live from OpenAlex

Children with disabilities are less likely than their peers without disabilities to exercise their rights to education and participation in their communities. Early childhood educators play a crucial role in ensuring that all children are included in daily activities and interactions to foster children’s wellbeing. However, educators receive minimal training on fostering social inclusion in early childhood settings. The purpose of this phenomenological study was to explore thirty-seven early childhood education professionals’ experiences and perceptions of cultivating social inclusion in the context of a training program called Building Friendships. The program involved participation in a series of training workshops aimed at fostering play and friendships in diverse and inclusive child care settings. Interviews were conducted to explore participants’ perceptions and experiences with social inclusion before and after training workshops. Educators delineated a range of issues pertaining to the quality of social inclusion, and additional training appeared to serve as a catalyst for reflection and practice changes which improved the social experiences of children with disabilities in their care. This study underscores the diverse understandings and experiences of educators with regards to social inclusion and benefits associated with providing opportunities for professional development which can promote best 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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.557
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.001
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 head0.016
GPT teacher head0.320
Teacher spread0.304 · 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 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

Citations2
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Early Childhood Teacher EducationSame topicEarly Childhood Education and DevelopmentFrench-language works237,207