Effects of a family literacy program adapting parental intervention to first graders’ evolution of reading and writing abilities
Bibliographic record
Abstract
This article reports on the effects of a family literacy program for first graders that had three main characteristics: (1) book reading with parents that adapts parental intervention to the child’s gradually increasing skills in reading during the school year, (2) support for writing activities, and (3) enjoyable home activities complementing the in-class teaching. The 108 participants were assigned to two treatment conditions: Workshop and Control. Pre- and post-test group comparisons indicate that the workshop program has a positive effect on the children’s performance in both reading and writing. Children produced longer texts and used better vocabulary, sentence structure and spelling. This study provides new data supporting the utility of family literacy programs by demonstrating their positive effect on writing. This confirms the importance of connecting reading and writing activities in family literacy at the beginning of learning and that parents should be invited by the teacher to intervene in these two areas rather than only in reading.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".