A Diary Study of the Within-Person Associations Between Daily Stressors and Negative Affect Among Post-Secondary Students With Recent Nonsuicidal Self-Injury Engagement
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Exposure to stressors is known to lead to psychological impairment over time. However, the proximal relation between stressors and distress remains unclear, particularly among emerging adults with existing mental health concerns. Using daily diary methods, we explored the associations between five subtypes of daily stressors and negative affect among 160 post-secondary students with recent nonsuicidal self-injury engagement. We also examined whether this relation was moderated by coping strategies. We found a robust relation between daily stressors and negative affect, such that in most same-day and next-day models, relative increases in daily stressors led to increased negative affect. In contrast, we found that heightened negative affect only predicted daily stressor occurrence in same-day models. Problem-focused and socially-supported coping moderated the effect between social mistreatment and distress. Findings emphasize the need to adopt stress mitigation strategies in post-secondary contexts, as stressors may contribute to ongoing distress among students with mental health concerns.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it