Examining the effects of Structured Word Inquiry on the reading and spelling skills of persistently poor Grade 3 readers
Why this work is in the frame
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Bibliographic record
Abstract
Background The purpose of this study was to examine the effects of Structured Word Inquiry (SWI; an orthography intervention with a focus on morphology and how morphology interrelates with phonology and etymology) and Simplicity intervention (a novel phonics intervention) on the reading and spelling skills of persistently poor Grade 3 readers. Methods Forty‐eight English‐speaking Canadian children (19 females, M age = 8.73 years) with persistent reading difficulties were randomly assigned to one of three conditions: SWI, Simplicity and Control. Interventions were delivered by trained graduate students over 10 weeks, 3 times a week, for 30 minutes. Children were tested three times (pre‐test, post‐test and delayed post‐test) on measures of phonological awareness, morphological awareness, reading (Word Reading, Morphological Relatedness and Word Attack) and spelling. Results Results of hierarchical linear modelling showed a significant main effect of condition for Morphological Relatedness at post‐test favouring SWI and Simplicity over Control and a significant interaction between a latent variable of all secondary decoding measures and morphological awareness. Effect sizes (Cohen's d ) showed medium to large effects for both interventions on primary outcomes of Word Reading and Morphological Relatedness. Conclusions These findings suggest that SWI and Simplicity can help persistently poor readers improve in some reading skills, but neither programme is a panacea as a number of children continued to struggle after the intervention.
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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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it