Cost effectiveness of adding budesonide/formoterol to tiotropium in COPD in four Nordic countries
Bibliographic record
Abstract
OBJECTIVE: Assess the cost effectiveness of budesonide/formoterol (BUD/FORM) Turbuhaler(®)+tiotropium (TIO) HandiHaler(®) vs. placebo (PBO)+TIO in patients with chronic obstructive pulmonary disease (COPD) eligible for inhaled corticosteroids/long-acting β2-agonists (ICS/LABA). METHODS: The cost-effectiveness analysis was based on the 12-week, randomised, double-blind CLIMB trial. The study included 659 patients with pre-bronchodilator forced expiratory volume in 1 s ≤ 50% and ≥1 exacerbation requiring systemic glucocorticosteroids or antibiotics the preceding year. Patients received BUD/FORM 320/9 μg bid + TIO 18 μg qd or PBO bid + TIO 18 μg qd. Effectiveness was defined as the number of severe exacerbations (hospitalisation/emergency room visit/systemic glucocorticosteroids) avoided. A sub-analysis included antibiotics in the definition of an exacerbation. Resource use from CLIMB was combined with Danish (DKK), Finnish (€), Norwegian (NOK) and Swedish (SEK) unit costs (2010). The incremental cost-effectiveness ratios (ICERs) for BUD/FORM + TIO vs. PBO + TIO were estimated using descriptive statistics and uncertainty around estimates using bootstrapping. Analyses were conducted from the societal and healthcare perspectives in Denmark, Finland, Norway and Sweden. RESULTS: From a societal perspective, the ICER was estimated at €174/severe exacerbation avoided in Finland while BUD/FORM + TIO was dominant in the other countries. From the healthcare perspective, ICERs were DKK 1580 (€212), €307 and SEK 1573 (€165) per severe exacerbation avoided for Denmark, Finland and Sweden, respectively, while BUD/FORM + TIO was dominant in Norway. Including antibiotics decreased ICERs by 8-15%. Sensitivity analyses showed that results were overall robust. CONCLUSION: BUD/FORM + TIO represents a clinical and economic benefit to health systems and society for the treatment of COPD in the Nordic countries. (ClinicalTrials.gov Identifier: NCT00496470).
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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 | 0.006 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.003 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 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".