Cost-effectiveness of the fixed-dose combination tiotropium/olodaterol versus tiotropium monotherapy or a fixed-dose combination of long-acting β2-agonist/inhaled corticosteroid for COPD in Finland, Sweden and the Netherlands: a model-based study

Advances in Addressing Patient Heterogeneity in Economic Evaluation: A Review of the Methods Literature

Cost-effectiveness analyses commonly use population or sample averages, which can mask key differences across subgroups and may lead to suboptimal resource allocation. Despite there being several new methods developed over the last decade, there is no recent summary of what methods are available to researchers. This review sought to identify advances in methods for addressing patient heterogeneity in economic evaluations and to provide an overview of these methods. A literature search was conducted using the Econlit, Embase and MEDLINE databases to identify studies published after 2011 (date of a previous review on this topic). Eligible studies needed to have an explicit methodological focus, related to how patient heterogeneity can be accounted for within a full economic evaluation. Sixteen studies were included in the review. Methodologies were varied and included regression techniques, model design and value of information analysis. Recent publications have applied methodologies more commonly used in other fields, such as machine learning and causal forests. Commonly noted challenges associated with considering patient heterogeneity included data availability (e.g., sample size), statistical issues (e.g., risk of false positives) and practical factors (e.g., computation time). A range of methods are available to address patient heterogeneity in economic evaluation, with relevant methods differing according to research question, scope of the economic evaluation and data availability. Researchers need to be aware of the challenges associated with addressing patient heterogeneity (e.g., data availability) to ensure findings are meaningful and robust. Future research is needed to assess whether and how methods are being applied in practice.

Comparing Glycopyrronium/Formoterol Combination Therapy With Monotherapy in Moderate-to-Severe Chronic Obstructive Pulmonary Disease (COPD): A Narrative Review

Chronic obstructive pulmonary disease (COPD) imposes a significant burden on individuals and healthcare systems globally. While bronchodilators, such as glycopyrronium and formoterol, are cornerstone therapies for COPD management, combining these agents has gained attention for potentially improving outcomes compared to monotherapy. This comprehensive review aims to assess the efficacy and safety of glycopyrronium/formoterol (GFF) combination therapy versus glycopyrronium monotherapy in patients with moderate-to-severe COPD. Through a systematic evaluation of clinical trials and real-world evidence, we analyze the impact of combination therapy on lung function, symptom control, exacerbation rates, and health-related quality of life (HRQoL). Furthermore, we examine the safety profile of combination therapy, including adverse cardiovascular and respiratory events. Comparative analyses with glycopyrronium monotherapy provide insights into the relative benefits and considerations for treatment selection. Factors influencing treatment choice and future directions in COPD management are also discussed. This review underscores the potential of combination therapy in optimizing COPD treatment outcomes and highlights areas for further research and clinical practice refinement.

Therapeutic Success in Swiss COPD Patients Receiving Dual Bronchodilation Therapy as COPD Maintenance Treatment

Health-related quality of life (HRQoL) in patients with moderate to severe chronic obstructive pulmonary disease (COPD) is often reduced by high symptom burden and frequent exacerbations. So far, data on therapeutic success in Swiss COPD patients receiving dual bronchodilation therapy as COPD maintenance treatment are limited. Data from a recently published, non-interventional study on clinical benefit after the start of combined tiotropium-olodaterol treatment were analyzed focusing on Swiss patients compared to the overall cohort including patients from various European countries. Demographic data on the changes in Clinical COPD Questionnaire (CCQ) for the assessment of HRQoL in correlation to symptoms and the number of exacerbations, as well as physician's global assessment (PGE), were evaluated 6 weeks after treatment start. In Switzerland (n = 61), significantly more patients had comorbidities and exacerbations but showed less symptoms compared to the overall cohort (n = 4639). HRQoL improved in both cohorts, with a negative correlation to symptom burden and number of exacerbations in the overall cohort. PGE scores improved after 6 weeks with a better general condition at baseline in Swiss patients (PGE score 4/5: 68.9% [Swiss cohort] vs. 49.0% [overall cohort]. Despite significant differences regarding the presence of symptoms and exacerbations, therapeutic success was similar in both patient groups. Highly symptomatic patients benefited mostly from tiotropium-olodaterol treatment.

How the cost-effectiveness results change in the China health policy environment: an economic evaluation of glycopyrrolate/formoterol for the treatment of COPD

OBJECTIVE

To investigate the cost-effectiveness of glycopyrrolate/formoterol compared with tiotropium bromide for the treatment of moderate-to-severe COPD in China and discuss the influence of healthcare policies on the economic evaluation.

METHODS

A Markov model with seven disease states was built to evaluate the lifetime cost-effectiveness of glycopyrrolate/formoterol from the perspective of the Chinese healthcare sector. Drug prices both before and after the negotiation were applied to discuss the influence on the economic evaluation results. Exacerbation and adverse event were included in each cycle. The improvement of forced expiratory volume in 1 second (FEV₁) and incidence rate of exacerbation were derived from pooled PINNACLE analysis. Mortality rates from Chinese life tables were adjusted using hazard ratios. Direct medical costs were modeled in accordance with the perspective chosen. Health resource utilization were derived from previous studies and expert's opinions. Life-years gained, quality-adjusted life years (QALYs), and incidence of exacerbation were simulated as the health outcomes. One-way sensitivity analysis and probability analysis were conducted to explore the robustness of the base case results. Several scenario analyses were also designed.

RESULTS

Glycopyrrolate/formoterol generated an additional 0.0063 LYs and 0.0032 QALYs with lower lifetime costs compared with tiotropium (CNY 27,854 vs. CNY 33,189) and was proved to be the dominant strategy in the base case analysis. The one-way sensitivity analysis confirmed the robustness of the base case results. The probabilities of glycopyrrolate/formoterol being cost-effective were 96.5, 95.7, and 93.0% when CNY 72,000 (1 time GDP per capital), CNY 108,000, and CNY 216,000 were used as thresholds, respectively. Compared with the scenario where price before negotiation was used, the cost-effectiveness based on current price was significantly increased.

CONCLUSION

Glycopyrrolate/formoterol was demonstrated to be a clinically and cost-effective treatment for moderate-to-severe COPD in China using the latest price. The negotiation policy could increase the cost-effectiveness and benefit the patients.