An examination of worry and self-distancing as coping strategies for anxiety-provoking experiences in individuals high in worry
Bibliographic record
Abstract
Objectives This preliminary online study investigated the short-term effects of self-distancing, worry, and distraction on anxiety and worry-related appraisals among individuals high in worry.Design and Methods N = 104 community members high in trait worry were randomly assigned to think about a personally identified worry-provoking situation using self-distancing (SC), worry (WC), or distraction (DC). Participants rated their anxiety (Visual Analogue Scale for Anxiety) and appraisals of the situation (Perceived Probability, Coping, and Cost Questions) at post-task and one-day follow-up.Results Mixed factorial ANOVAs revealed an increase in anxiety within the WC (d = .475) and no difference in anxiety within the SC (d = .010) from pre- to post-task. There was no difference in anxiety within the DC (p = .177). Participants within the SC reported a decrease in the perceived cost associated with their identified situation from pre- to post-task (d = .424), which was maintained at one-day follow-up (d = .034). Participants reported an increase in perceived ability to cope from post-task to one-day follow-up (d = .236), and from pre-task to one-day follow-up (d = .338), regardless of condition.Conclusions Self-distancing may prevent increases in anxiety and catastrophizing while reflecting on a feared situation.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".