Phonological Skills of Children Adopted from China: Implications for Assessment
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Little is known about the acquisition of English phonology by children adopted from China. Data are summarized from three recent studies with a focus on the phonological skills of children adopted from China as infants or toddlers. Two longitudinal studies (combined n = 8) described early phonological behaviors (e.g., babbling, phonetic inventories), and found substantial individual variation. In spite of this variation by 3 years of age, nearly all of the children were performing at a level comparable to nonadopted monolingual English-speaking peers. No clear relationship between the early behaviors and outcome at age 3 was found. The third study provided descriptions of the phonological skills of preschoolers ( n = 25) who had been adopted 2 or more years earlier, and found that only a few had persistent phonological delays. Errors were predominantly common developmental errors frequently observed in nonadopted monolingual English-speaking children. These findings suggest that tests and measures developed for monolingual English-speaking children may be used cautiously with children adopted as infants or toddlers who have been in their permanent homes for 2 or more years. Prior to that time, assessment should focus on independent analyses of phonological behaviors with consideration of the child's chronological age, length of exposure to English, and development in other language domains.
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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) | 0.001 | 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 it