Effect of a whole-group intervention on children’s participation in interactive book reading
Bibliographic record
Abstract
This study examined the effects of an SLP-delivered whole-class interactive book reading intervention and a professional development program on children’s self-initiated participation. Eleven kindergarten teachers and the children in their classes participated in this quasi-experimental study. They were filmed during book reading at pre- and post-intervention, and follow-up. Children’s types of spontaneous comments appeared to be more diverse after the intervention, and the types that increased or emerged were consistent with the language targets of the interactive book reading. Nonparametric statistical tests were conducted. Significant changes were found in the number of hands raised by children to make a spontaneous comment and in the number of spontaneous comments after the intervention and at follow-up. Results for child-initiated interaction sequences were mitigated. This study invites school-based SLPs to foster children’s self-initiated participation in their tier-1 intervention and to support teachers in using children’s spontaneous comments to further scaffold children’s learning.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".