Links between shared and unique perspectives of parental psychological control and adolescent emotional problems: A dyadic daily diary study
Bibliographic record
Abstract
Abstract Using month-long daily diary data collected between 2019 and 2020 among 99 dyads of Canadian parents (58.6% White, Mage = 43.5, 69.7% female) and adolescents (51.5% White, Mage = 14.6, 53.5% female) from middle to high socioeconomic status families, this study investigated parents' and adolescents' daily shared and unique perceptions of parental psychological control and adolescent emotional problems at within- and between-family level, and examined their cross-day associations. Multilevel multi-trait multi-method confirmatory factor analysis revealed both convergence and divergence across parent–adolescent perceptions at the within level, but no convergence at the between level. Dynamic structural equation modeling revealed cross-day associations across different perspectives of parenting and adolescent behaviors. Findings contribute novel knowledge to understanding parent–child daily interactions with a multi-informant approach.
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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 | 0.000 |
| Science and technology studies | 0.001 | 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".