Problem Orientation and Psychological Distress Among Adolescents: Do Cognitive Emotion Regulation Strategies Mediate Their Relationship?
Bibliographic record
Abstract
Adolescence is a critical period for the development of attitudes and skills crucial in determining vulnerability for psychological distress. The current study aimed to focus on the association of problem orientation and cognitive emotion regulation strategies with psychological distress and demonstrate the mediator roles of adaptive and maladaptive cognitive emotion regulation strategies in the association of problem orientation with psychological distress. Data were collected from 335 adolescents (167 female) aged 14-to-18 years (M= 14.7, SD= .95) via measures of problem orientation, cognitive emotion regulation, and psychological distress. The results revealed that maladaptive emotion regulation strategies (self-blame and other-blame) mediated the association of negative problem orientation with psychological distress. The findings emphasize the crucial roles of blaming-focused strategies in this relationship.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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 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".