Assessment and Implications of Coping Styles in Response to a Social Stressor Among Early Adolescents in China
Bibliographic record
Abstract
The aims of the present study were to (a) examine the factor structure of the Self-Report Coping Scale in a sample of Chinese early adolescents and (b) explore associations between coping and socioemotional functioning in this sample. Participants were N= 569 elementary school students (307 boys) in Grades 4 to 6. Participants completed a measure of coping in response to an argument with a friend. Students’ functioning across multiple domains was assessed using self, peer, and teacher reports. Results suggested a five-factor model of coping in Chinese early adolescents (problem solving, seeking social support, internalizing, externalizing, distancing). In support of predictions, internalizing and distancing coping were positively related to adjustment indices, whereas seeking social support and problem-solving coping were negatively related to outcomes. Results are discussed in terms of the important role of coping for adolescents’ adjustment across multiple domains and in relation to recent shifts in traditional Chinese cultural values.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".