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 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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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".