The cost-effectiveness of biologic versus non-biologic treatments and the health-related quality of life among a sample of patients with inflammatory bowel disease in a tertiary care center in Saudi Arabia
Bibliographic record
Abstract
AIMS: This study's objectives were to examine and compare the cost-effectiveness of biologic and non-biologic therapies in the improvement of the health-related quality of life (HRQoL) of patients with inflammatory bowel disease (IBD) in Saudi Arabia. MATERIALS AND METHODS: This retrospective cohort study analyzed data from the medical records of patients with IBD treated at a tertiary-care hospital in Riyadh, Saudi Arabia. Drug utilization costs and HRQoL scores were evaluated at baseline and after six months of treatment. Patients' HRQoL was measured using the Arabic version of the standardized EuroQol 5 Dimensional 3 Level (EQ-5D-3L) questionnaire with a visual analog scale (VAS). RESULTS: = 156), and 59 (37.82%) were treated with biologics. Similar effects of both types of medications were found on the HRQoL domains of mobility, usual activities, and pain and discomfort, while biologics outperformed non-biologics on the self-care domain. The mean utilization cost of a biologic-based treatment over a six-month period was SAR 25,690.46 (USD 6,850.79) higher than that of the non-biologic treatment (95% confidence interval (CI): 24,548.55-27,465.11), and the change in the ED-5D-3L VAS score from baseline to follow-up was 4.78 points (95% CI: 1.96-14.00). A probabilistic sensitivity analysis demonstrated that IBD therapy with biologic-based treatment is always more expensive, but also more effective in improving HRQoL 99.45% of the time. Adalimumab was found to be less cost effective than infliximab in the management of CD. LIMITATIONS: Information bias cannot be ruled out, as this investigation was a retrospective cohort study with a relatively small sample that was not randomized. CONCLUSIONS: The results of this analysis can serve as a foundation to introduce HRQoL-based recommendations for the use of biologics in the management of IBD in Saudi Arabia.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".