Parental control and adolescent social anxiety: A focus on emotional regulation strategies and socioeconomic influences in China
Bibliographic record
Abstract
An individual's social adaptation, which is influenced by both internalizing and externalizing factors, depends on social anxiety. We proposed that the connection between parental psychological control and social anxiety among middle school students was mediated by negative emotion response-focused strategies and moderated by socioeconomic status (SES). We collected data from 1343 Chinese students from 12 to 16 years old (M = 13.3, SD = 0.96) by applying the questionnaire of parental psychological control scale, social anxiety scale and negative emotion response-focused strategies scale. The findings demonstrated that parental psychological control, including father and mother psychological control, was positively associated with social anxiety and that the relationship between parental psychological control and children's social anxiety was mediated by negative emotion response-focused strategies. Meanwhile, SES played a moderating role in the relationship between children's negative emotion response-focused strategies and social anxiety. The findings also suggest that we should pay more attention to the psychological status and social interaction of children with lower SES.
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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 | 0.000 |
| 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 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".