From Shyness to Avoidance in Early Childhood: The Moderating Role of Social Anxiety, Social Anhedonia, and Negative Peer Experiences
Bibliographic record
Abstract
There are several reasons why children might withdraw from opportunities for peer interaction. For example, shy children desire social connection but withdraw due to fear, whereas socially avoidant children actively evade social engagement. The etiology of social avoidance remains debated, with peer rejection, social anxiety, and social anhedonia all considered as possible contributing factors. Given that social avoidance poses the highest risk for socio-emotional maladjustment, it is crucial to examine why some children maintain a strong motivation to engage socially (as evidenced via shyness), while others disengage entirely (resulting in social avoidance). The goal of this study was to examine the roles of social anxiety, social anhedonia, and peer problems in the links between shyness and social avoidance in early childhood. Parents of N = 148 children (ages 30-87 months) completed assessments over 16 months, including child shyness, social avoidance, social anxiety, peer difficulties, and social anhedonia. Among the results, both shyness and avoidance displayed moderate stability and were positively associated with social anxiety, peer difficulties, and social anhedonia, highlighting the risks associated with social withdrawal in early childhood. However, results did not support existing theories on the roles of social anxiety or social anhedonia in the etiology of avoidance. Instead, lower parental education and peer problems emerged as significant risk factors for social avoidance in young children, underscoring the importance of addressing these factors in early intervention efforts to prevent social avoidance. Future research should explore additional factors that could account for the development of social avoidance in childhood.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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".