Effect of an Arabic Program of Direct Instruction for Phonological Awareness on Phonological Awareness Abilities
Bibliographic record
Abstract
Reading in Arabic is a vital skill for academic success and progress in the United Arab Emirates (UAE) elementary schools and beyond. However, there is substantial evidence to suggest that a significant number of UAE children in lower elementary grades experience difficulties in reading school-related materials. Research in reading has clearly documented that the lack of phonological awareness skills is a major contributor to reading difficulties. The aims of the present study were to (a) identify phonological awareness deficits among UAE’s struggling first-grade readers, (b) provide intervention in the area of phonological awareness deficits through direct training, (c) determine whether phonological awareness direct training significantly increases phonological awareness abilities, and (d) determine the effect of gender on the reading intervention. The results of this study indicate that a direct training intervention program in the UAE positively impacted struggling first-grade readers’ phonological awareness abilities.
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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 | 0.001 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".