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Record W4307061249

Characterizing Real-World Use Of Tiotropium In Asthma In The USA

2019· article· en· W4307061249 on OpenAlexaboutno aff
Averell CM, F Laliberté, Duh MS, Wu JW, G Germain, S Faison

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2019
Typearticle
Languageen
FieldMedicine
TopicAsthma and respiratory diseases
Canadian institutionsnot available
Fundersnot available
KeywordsAsthmaReal world dataMedicineComputer scienceInternal medicineData science
DOInot available

Abstract

fetched live from OpenAlex

Carlyne M Averell,1 François Laliberté,2 Mei Sheng Duh,3 Jennifer W Wu,2 Guillaume Germain,2 Sarai Faison4 1US Value Evidence and Outcomes, GlaxoSmithKline, Research Triangle Park, NC, USA; 2Groupe d’analyse, Ltée, Montreal, QC, Canada; 3Analysis Group, Inc, Boston, MA, USA; 4US Medical Affairs, GlaxoSmithKline, Research Triangle Park, NC, USACorrespondence: Carlyne M AverellUS Value Evidence and Outcomes, GlaxoSmithKline, 5 Moore Drive, PO Box 13398, Research Triangle Park, NC 27709-3398, USATel +1 919 315 9835Email carlyne.m.averell@gsk.comBackground: Tiotropium bromide (TIO) is a long-acting muscarinic antagonist recommended as an add-on therapy option for patients with uncontrolled asthma on inhaled corticosteroids (ICS) and long-acting β2-agonists (LABA). However, real-world data on TIO use in asthma remains limited. To identify unmet needs, this study explored the use of TIO in US patients with asthma.Methods: This retrospective cohort study used IQVIATM Health Plan Claims Data (October 1, 2014─December 31, 2016). Patients with asthma diagnoses initiating TIO 1.25 or 2.5 mcg after September 16, 2015 (first dispensing on index date) with ≥6 and ≥3 months continuous enrollment pre- and post-index, respectively, were identified. Patients with COPD diagnoses were excluded. Baseline characteristics, healthcare resource utilization and costs, and treatment patterns before and following TIO initiation were described for TIO cohorts and subgroups classified by concomitant medications received during the 30-day period after initiation.Results: The study included 766 TIO 1.25 mcg and 1055 TIO 2.5 mcg users. In the TIO 1.25 mcg cohort, 16% (126/766) used TIO monotherapy while 61% (465/766) used TIO+ICS/LABA± leukotriene receptor antagonists (triple therapy). In TIO 1.25 mcg monotherapy and triple therapy subgroups, 39% and 49% were treated by allergists/pulmonologists, 27% and 48% experienced a moderate/severe asthma exacerbation, and 50% and 68% used rescue oral corticosteroids during the baseline period, respectively. Following triple therapy initiation, 44% of patients discontinued ICS within 6 months. The TIO 2.5 mcg cohort demonstrated similar trends.Conclusion: This study provided insights into real-world US use of TIO in asthma. Overall, 16–19% of patients received TIO monotherapy and had high baseline exacerbation rates, suggesting that additional ICS-containing medication may be beneficial. Patients initiating triple therapy were among the most severe, with high baseline exacerbation rates and rescue medication use, and had high post-treatment ICS discontinuation rates, suggesting unmet needs in this population.Keywords: LAMA, tiotropium, asthma, treatment patterns, triple therapy

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.067
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.004
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.218
GPT teacher head0.522
Teacher spread0.304 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2019
Admission routes1
Has abstractyes

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