Are early childhood educators in Southern Ontario being sufficiently prepared for teaching Indigenous students?
Bibliographic record
Abstract
Research highlights the importance of inclusive and culturally responsive teaching. This study sought to understand to what extent Early Childhood Educators (ECEs) in Southern Ontario, upon graduation from their pre-service programmes, feel they are prepared for teaching Indigenous students and supporting Indigenous families in an inclusive, culturally relevant environment. The study took a pragmatist, two-phase approach which consisted of a document review of Ontario Early Childhood Education college programmes, followed by an online survey in which recently graduated Early Childhood Educators were asked about their college experiences regarding education in Indigenous Studies. Of the 23 examined colleges, only 1, or 4.34 per cent, offered a mandatory course in Indigenous Studies, and of the 34 surveyed Early Childhood Educators, only 8.82 per cent indicated they felt that their pre-service training sufficiently prepared them for teaching Indigenous students. Consequently, there appears to be a gap in Early Childhood Education pre-service training regarding Indigenous awareness and education. This study recommends that more research be conducted in this specific area, as the sample size for both phases of this study was small, and the apparent correlation does not equal causation; nevertheless, the resulting data from this study are alarming and provide an impetus for further research.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".