Costs, quality-adjusted life years, and value-of-information of different thresholds for the initiation of invasive ventilation in hypoxemic respiratory failure
Yarnell, C. J.; Barrett, K.; Heath, A.; Herridge, M.; Fowler, R. A.; Sung, L.; Naimark, D. M.; Tomlinson, G.
Show abstract
ObjectiveTo estimate costs, quality-adjusted life-years, and the value of undertaking a future randomized controlled trial for different oxygenation thresholds used to initiate invasive ventilation in hypoxemic respiratory failure. DesignModel-based cost-utility estimation with individual-level simulation and value-of-information analysis. SettingCritical care units. ParticipantsAdults admitted to critical care receiving non-invasive oxygen. InterventionsWe compared four strategies: initiation of invasive ventilation at thresholds of saturation-to-inspired oxygen fraction ratio (SF) < 110, < 98, or < 88, and usual care. Main resultsAn invasive ventilation initiation threshold of SF < 110, compared to usual care, resulted in more predicted invasive ventilation (62% vs 31%), hospital survival (78.4% vs 75.5%), quality-adjusted life years (QALYs) (8.48 vs 8.34), and lifetime costs (86,700 Canadian dollars (CAD) vs 75,600 CAD). Among the four strategies, threshold SF < 110 had the highest expected net monetary benefit (761,000 CAD), but there was significant uncertainty, because all four strategies had similar probability (range: 23.5% to 27.5%) of having the best net monetary benefit. The expected value to society over the next 10 years of a 400-person randomized trial of oxygenation thresholds was 4.27 billion CAD, and remained high (2.64 billion CAD) in a scenario analysis considering a hypothetical threshold that resulted in less invasive ventilation and similar survival compared to usual care. ConclusionThe preferred threshold to initiate invasive ventilation in hypoxemic respiratory failure is uncertain. It would be highly valuable to society to identify thresholds that, in comparison to usual care, either improve survival or reduce invasive ventilation without reducing survival. Key points QuestionWhat are the costs and quality-adjusted life-years associated with different oxygenation thresholds for initiating invasive ventilation, and what is the expected value to society of a randomized controlled trial? FindingsIn this health economic evaluation comparing usual care to three different thresholds for initiating invasive ventilation in hypoxemic respiratory failure based on the saturation-to-inspired oxygen fraction ratio (SF), we found that threshold SF < 110 had the highest expected quality-adjusted life-years and net monetary benefit, despite increased predicted invasive ventilation use. However, there was significant residual uncertainty, and the expected value to society of a 400-person randomized trial to compare thresholds for initiating invasive ventilation was greater than 2.5 billion Canadian dollars. MeaningThe preferred threshold to initiate invasive ventilation in hypoxemic respiratory failure is uncertain and further study would be valuable to society. Social media summaryWhen should we intubate and start invasive ventilation for people with hypoxemic respiratory failure? Our health economic evaluation shows that the preferred threshold is uncertain, but that a clinical trial to determine such a threshold would be immensely valuable to patients and society
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Real-world effectiveness of nirmatrelvir/ritonavir use for COVID-19: A population-based cohort study in Ontario, Canada 91%
- Respiratory syncytial virus vaccination strategies for older Canadian adults: a cost-utility analysis 91%
- Ticagrelor Compared to Clopidogrel in aCute Coronary syndromes (TC4) – A Bayesian pragmatic cluster randomized controlled trial 91%
Similar papers in this journal
- Investigating Ethical Tradeoffs in Crisis Standards of Care through Simulation of Ventilator Allocation Protocols 96%
- Remdesivir as a tool to relieve hospital care systems stressed by COVID-19: A modelling study on bed resources and budget impact 94%
- A model framework for projecting the prevalence and impact of Long-COVID in the UK 93%
Similar papers in this journal
- Clarifying Values: An Updated and Expanded Systematic Review and Meta-Analysis 90%
- A novel decision modeling framework for health policy analyses when outcomes are influenced by social and disease processes 89%
- Estimating productivity losses per HIV infection due to premature HIV mortality in the United States 88%
Similar papers in this journal
- Aortic stenosis post-COVID-19: A mathematical model on waiting lists and mortality 92%
- Interventions for the management of post COVID-19 condition (long COVID): Protocol for a living systematic review & network meta-analysis 91%
- Helmet noninvasive ventilation for COVID-19 patients (Helmet-COVID): study protocol for a multicenter randomized controlled trial 91%
Similar papers in this journal
- Emerging Therapies for COVID-19: the value of information from more clinical trials 93%
- Statistical Decision Properties of Imprecise Trials Assessing COVID-19 Drugs 89%
- New IPECAD open-source model framework for the health technology assessment of early Alzheimer’s disease treatment: development and use cases 88%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.