Effect of a parenting intervention on decreasing adolescents’ behavioral problems via reduction in attachment insecurity: A longitudinal, multicenter, randomized controlled trial
Bibliographic record
Abstract
INTRODUCTION: Secure attachment in adolescence, related to caregiving quality, is a robust predictor of positive behavioral adjustment in early adulthood and beyond. Nevertheless, few attempts have been made to develop treatments to promote parent-adolescent attachment security. METHODS: = 14.90, SD = 1.91) to test the effectiveness of an attachment-based parenting intervention (i.e., Connect) in reducing adolescents' behavioral problems and attachment insecurity 2 weeks post-intervention (t2) and at a 4-month follow-up (t3). It was further investigated whether a decrease in avoidant and anxious attachment at t2 would account for changes in externalizing and internalizing problems, respectively, at t3. All adolescents belonged to two-parent intact families. RESULTS: Mothers who completed Connect reported significantly fewer adolescent behavioral problems and lower adolescent attachment insecurity, compared to mothers in the waitlist group, at both t2 and t3 (Study 1). These findings were confirmed in a second subsample (Study 2), considering both mothers' and adolescents' reports. Controlling for pre-intervention behavioral problems, reductions in internalizing and externalizing problems were observed in both studies at t3 via a decrease in anxious and avoidant attachment, respectively, at t2. CONCLUSIONS: The findings point to the malleability of attachment security in adolescence and highlight the importance of targeting parenting quality to promote adolescent behavioral adjustment.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.001 |
| 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".