Peer influence and non-suicidal self-injury in adolescence : exploring the role of co-rumination
Bibliographic record
Abstract
The main purpose of this study was to investigate the relationship between co-rumination and non-suicidal self-injury (NSSI) in a community sample of adolescents. Analysis of the data from 92 adolescent self-injurers, 51 female and 41 male, indicated that there was a significant, positive correlation of small effect size between adolescents’ level of co-rumination and their frequency of self-injury in the past year. When genders were examined separately, this positive correlation of small effect size remained significant solely for male participants. Contrary to expectations, co-rumination failed to moderate the relationship between depression and NSSI frequency, and stressful life events failed to moderate the relationship between co-rumination and NSSI frequency. Results from further post-hoc analyses and related research on peer socialization suggest possible reasons for these results and future research avenues. The strengths, contributions, and clinical implications of this study are also discussed.
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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 | 0.006 |
| 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 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".