Mediating Role of Bullying in the Relationship Between Aggression and Adolescents’ Resilience
Bibliographic record
Abstract
This study aimed to explore the mediation effects of bullying on the connection between aggression and resilience among Azerbaijani adolescents. The research involved 623 participant from various regions in Azerbaijan, and data were collected using the Buss-Perry Aggression Questionnaire, the Illinois Bully Scale, and the Brief Resilience Scale. To analyze the data, correlations and a bootstrapping procedure were employed. The results from bootstrapping indicated that the mediating role of bullying (bullying, victim, and fighter) was statistically significant. This implies that bullying, victim, and fighter partially mediated the relationship aggression and resilience among Azerbaijani adolescents. As a conclusion, to enhance adolescents’ resilience, it is crucial to address aggression and bullying. By focusing on these aspects, adolescents’ overall resilience can be negatively impacted, leading to improved well-being and performance in the school setting.
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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 | 0.002 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".