Gross Motor Proficiency and Reading Abilities Among Chinese Primary School Students
Bibliographic record
Abstract
The relation between motor skills and reading performance among young children has been explored in existing studies, but few of them focused on gross motor skills, and these demonstrated inconsistent findings. The current study aimed to examine the relationship between gross motor proficiency and reading abilities among Chinese primary school students (N = 107, mean age = 8.70 years). Participants completed measures of a non-verbal intelligence test, a gross motor proficiency test, and reading ability tests that assess their Chinese phonological awareness, Chinese morphological awareness, vocabulary knowledge, and reading comprehension. The results of correlational and regression analyses revealed a weak association between gross motor level and each component of reading achievement. Meanwhile, the correlation between gross motor proficiency and morphological awareness, as well as between gross motor proficiency and reading comprehension, did not reach statistical significance. In conclusion, the present study justified the negligible predictive power of gross motor proficiency on reading abilities among Chinese young students.
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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 | 0.000 | 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 | 0.001 |
| 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 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".