Coping behavior and social support contribute independently to quality of life after surgery for inflammatory bowel disease
Bibliographic record
Abstract
PURPOSE: The purpose of this study was to examine the association between coping behavior at the time of surgery and inflammatory bowel disease-related quality of life after surgery. We also investigated the relationship between perceived social support and both coping style and postsurgical quality of life. Finally, the value of the Medical Outcomes Study Social Support Scale for preoperative screening was assessed. METHODS: Eighty-six subjects who had surgery during a 12-month period completed the Inflammatory Bowel Disease Questionnaire, the Ways of Coping, a measure of inflammatory bowel disease symptom severity, and the Medical Outcomes Study Social Support Scale. Analysis of variance was used to test an association between Ways of Coping score and membership in a high quality of life (Inflammatory Bowel Disease Questionnaire > mean) or low quality of life (Inflammatory Bowel Disease Questionnaire < mean) cohort. Comparison of group means between the high quality of life and low quality of life cohorts identified Ways of Coping behavior scales that differed between the high quality of life and low quality of life cohorts. Stepwise linear regression analysis was then used to determine the independent contribution of 1) current inflammatory bowel disease symptoms, 2) current perceived social support, and 3) identified coping behaviors (self-control, self-blame, and escape, summed as a single index named "maladaptive coping") to postsurgical quality of life. The sensitivity, specificity, and negative predictive value of the Medical Outcomes Study Social Support Scale were assessed. RESULTS: The lower quality of life group distinguished itself by more frequent use of maladaptive coping. Regression analysis revealed that current inflammatory bowel disease-related symptoms, current perceived social support, and maladaptive coping behaviors at the time of surgery each made a highly significant independent contribution to postsurgical quality of life. The sensitivity of the Medical Outcomes Study Social Support Scale in identifying patients with poor postsurgical quality of life was 81 percent, and the specificity was 77 percent. The negative predictive value was 93 percent. CONCLUSIONS: Three coping behaviors which seem to be maladaptive (self-control, self-blame, and escape) are associated with lower quality of life after surgery for inflammatory bowel disease. These coping behaviors make a contribution to postsurgical quality of life independent of the negative effect on quality of life of inflammatory bowel disease symptoms. Perceived social support is a third factor that makes an independent contribution to postsurgical quality of life. The Medical Outcomes Study Social Support Scale has properties associated with an effective screening tool and merits further investigation as an instrument to screen presurgically for individuals at higher risk of poor subjective outcome of inflammatory bowel disease surgery.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".