Shyness and Socio-emotional Adjustment Difficulties in Urban Chinese Kindergartners: The Moderating Role of Child Effortful Control
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
Research Findings: The goal of the present study was to examine the moderating role of child effortful control (EC) in the relation between shyness and social-emotional adjustment difficulties among young Chinese children. Participants included 195 children (117 boys, 78 girls, Mage = 4.28 years, SD = 0.31) enrolled in 6 classes attending kindergartens, Shanghai, People’s Republic of China. Mothers provided ratings of their children’s temperament (shyness, EC) at Time 1, teachers and mothers rated children’s social-emotional adjustment at Time 2 (one and a half years later). Results from SPSS PROCESS MACRO revealed several significant interaction effects between shyness and EC in the prediction of outcome variables. Follow-up simple slope analyses indicated that among children with higher levels of EC, shyness was negatively related to mother-reported social-emotional adjustment difficulties, while among children with lower levels of EC, shyness was not associated with mother-reported social-emotional adjustment difficulties. However, among children with lower levels of EC, shyness was positively associated with teacher reported social-emotional adjustment difficulties. In contrast, among children with higher levels of EC, shyness was not associated with teacher-reported social-emotional adjustment difficulties. Practice or Policy: The findings provide evidence to suggest that the combination of shyness and EC may contribute to children’s social adjustment, which in turn may promote or attenuate socio-emotional adjustment difficulties.
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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