Morphological awareness and word reading in English language learners: Evidence from Spanish- and Chinese-speaking children
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT This study examined the effects of first language characteristics on the development of two aspects of English morphological awareness: derivational and compound awareness in English language learners (ELLs) with Chinese or Spanish as their first language. It also assessed the contribution of derivational and compound awareness to word reading in the two groups of ELLs as well as in monolingual English-speaking children. Participants included 89 Spanish-speaking ELLs, 77 Chinese-speaking ELLs, and 78 monolingual English-speaking children from Grade 4 and Grade 7. Results showed that Chinese-speaking ELLs performed similarly to monolingual English speakers on English compound awareness, and monolingual English speakers outperformed Spanish-speaking ELLs. Spanish-speaking ELLs and monolingual children, in contrast, both outperformed Chinese-speaking ELLs on derivational awareness. Another key finding was that in all three groups of children, morphological awareness made a unique contribution to word reading after controlling for nonverbal ability, maternal education, and other reading related variables. These results underscore the influence of first language structure on the development of second language morphological awareness, and the similar contribution of morphological awareness to word reading across monolinguals and ELLs.
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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 | 0.000 | 0.000 |
| 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 | 0.000 | 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 it