The role of mothers in supporting adaptation in school: A psychological needs perspective.
Bibliographic record
Abstract
School is where adolescents spend the largest share of their waking time. The present study focused on the factors that contribute to students’ adjustment to school from a self-determination perspective. We tested the predictive value of parental behaviors (autonomy support, structure, and involvement) on the different dimensions of school adjustment (social, academic, and personal-emotional) and the mediating role played by psychological need satisfaction in school (i.e., autonomy, competence, and relatedness). The sample included 663 adolescents (55% girls) surveyed over a 3-year period. Results supported the unique contribution of parental behaviors and psychological need satisfaction for different dimensions of school adjustment. Indirect effects suggested that the need for relatedness explains the relationship from structure to school adjustment, whereas competence explained the prediction of autonomy support on social adjustment. These findings can guide interventions for students by identifying the family and personal factors that contribute to their academic, social, and personal-emotional adjustment.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".