The Effectiveness of the GATHER Play Module on Children’s Social Skills Learning in Early Childhood Education
Bibliographic record
Abstract
This study examined the effectiveness of the GATHER Play Module in enhancing preschool children’s social skills through a qualitative-dominant mixed-method design. Fifty children aged 5–6 were assigned to experimental and control groups, with social skill development assessed across five domains: social emotion, conflict resolution, language expression, cooperation and sharing, and inclusive group play. Quantitative results from pre- and post-intervention checklists demonstrated significant improvements for the experimental group, with exceptionally large effect sizes across all domains, while the control group showed minimal change. Qualitative insights from teacher interviews further confirmed noticeable growth in empathy, verbal expression, autonomous conflict resolution, and collaborative behaviours, alongside increased classroom inclusivity. The convergence of findings indicates that the GATHER Play Module is a highly effective play-based intervention that supports holistic socio-emotional development in early childhood education. Implications highlight the importance of guided play in curriculum design and the need for professional support to ensure sustainable implementation.
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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 | 0.010 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".