Irish Traveller Parents' Involvement in Targeted Early Years Education
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.
Bibliographic record
Abstract
This paper explores Traveller parents’ involvement in Traveller preschools in Ireland. Travellers are a distinct cultural group who have experienced educational disadvantage. Against a backdrop of changing policy paradigms, Traveller preschools were established in the 1970s as a compensatory educational intervention. The methodology was mainly qualitative, drawing on interpretivism, social constructivism and critical theory. Methods included document analysis, focus group and individual interviews, and a questionnaire survey. Findings about Traveller parental involvement in preschools are presented in three broad overlapping categories; how school culture enables involvement; parents’ direct involvement in preschools; and their home-based activities supporting children's education and development. Travellers were extensively involved in various ways except formal decision-making. Traveller preschools were experienced as protected enclaves where parents felt welcome and accepted, and involved on an individual and familial level. This research highlights the importance of engaging in respectful ways with Traveller parents and acknowledging their educational involvement. Keywords Travellers, Ireland, Parents, Early Years Education, Qualitative Research, Ethnicity
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it