Listening to parents: The challenges of parenting kindergarten-aged children who are anxious
Bibliographic record
Abstract
The purpose of this study was to increase understanding of the experience of parenting kindergarten-aged children who are anxious. Twenty-three in-depth interviews were conducted with parents of kindergarten-aged children who expressed interest in a parent-focused early intervention program for child anxiety offered in a local elementary school. Key concerns of the parents included their children's separation anxiety, social anxiety, and oppositional behaviour. The child's anxiety was identified as a stressor on the child, the parent, and the family. Parents utilized a range of parenting responses although they tended to be reactive and did not have a consistent strategy for managing the anxiety. A salient parenting struggle was whether or not to push the child to face challenging situations although there were few descriptions of overprotection or overcontrol. The findings suggest greater attention be given to the strengths of parents of children who are anxious and the ways in which parents may be a positive factor in mitigating the effects of child anxiety. Implications for intervention are discussed.
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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 | 0.002 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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".