Price Martin J, Briggs Andrew H
Global Health Outcomes, GlaxoSmithKline Research and Development, Greenford, Middlesex, United Kingdom.
Pharmacoeconomics. 2002;20(3):183-94. doi: 10.2165/00019053-200220030-00004.
Asthma is a chronic-episodic disease characterised by acute, symptomatic episodes of varying severity. We developed a Markov model that can be used to estimate the cost effectiveness of alternative asthma treatments. Because of the costs they incur, asthma exacerbations ('attacks') requiring intervention by a healthcare professional were a central consideration in the development of the model.
Treatment success was assessed as asthma control, a composite measure based on goals defined in world-wide asthma management guidelines and in terms of quality-adjusted life-years (QALYs). The data from which the transition probabilities were derived came from patients with asthma who received either salmeterol/fluticasone propionate combination (SFC) 50/100microg or fluticasone propionate (FP) 100microg, administered twice daily via an inhaler, in a 12-week, randomised, double-blind, clinical trial. Costs were estimated from resource profiles defined for each of the model states. A key aspect of the model was the use of probabilistic sensitivity analysis techniques to examine the uncertainty in the cost-effectiveness results. Distributions were fitted to transition probabilities and to cost input parameters and values were sampled at random from these distributions using a second order Monte Carlo simulation technique. This produced a distribution for incremental cost effectiveness that was employed to construct 95% uncertainty intervals and to construct cost effectiveness acceptability curves.
In this analysis, the model was run over a 12-week period using transition probabilities derived from the trial data. The results showed that treatment with SFC resulted in a higher proportion of successfully controlled weeks per patient than treatment with FP (66 vs 47%), and higher mean weekly direct asthma management costs (pound sterling 15.77 vs pound sterling 11.83; 2000 values). The average incremental cost per successfully controlled week with SFC was pound sterling 20.83. Probabilistic sensitivity analysis showed that the 95% uncertainty intervals for the incremental cost-effectiveness ratio was - pound sterling 64.94 to pound sterling 112.66. In approximately 25% of cases, SFC was dominant (more effective and less costly), but in the remaining cases, it was both more effective and more costly. It was shown that if decision makers are willing to pay approximately pound sterling 45 for an additional successfully controlled week, SFC will be the more cost-effective strategy in this patient population for 80% of the time.
This is one of the first decision-analytic models of asthma to incorporate probabilistic sensitivity analysis techniques to explore uncertainty. The model's flexible yet standardised framework permits the cost effectiveness of alternative asthma management strategies in different healthcare settings to be established.
哮喘是一种慢性发作性疾病,其特征为严重程度各异的急性症状发作。我们开发了一种马尔可夫模型,可用于估计替代哮喘治疗方案的成本效益。由于哮喘加重(“发作”)需要医护人员进行干预会产生成本,因此在模型开发过程中这是一个核心考量因素。
治疗成功与否以哮喘控制情况来评估,这是一种基于全球哮喘管理指南所定义目标并依据质量调整生命年(QALY)得出的综合指标。推导转移概率的数据来自于参与一项为期12周的随机双盲临床试验的哮喘患者,这些患者通过吸入器每日两次使用沙美特罗/丙酸氟替卡松联合制剂(SFC)50/100微克或丙酸氟替卡松(FP)100微克进行治疗。成本是根据为每个模型状态定义的资源概况进行估算的。该模型的一个关键方面是使用概率敏感性分析技术来检验成本效益结果中的不确定性。将分布拟合到转移概率和成本输入参数上,并使用二阶蒙特卡罗模拟技术从这些分布中随机抽样取值。这产生了一个增量成本效益分布,用于构建95%的不确定性区间以及构建成本效益可接受性曲线。
在本分析中,该模型使用从试验数据得出的转移概率运行了12周。结果显示,与使用FP治疗相比,使用SFC治疗的每位患者每周成功控制的比例更高(66%对47%),且每周直接哮喘管理的平均成本更高(15.77英镑对11.83英镑;2000年数值)。使用SFC每成功控制一周的平均增量成本为20.83英镑。概率敏感性分析表明增量成本效益比的95%不确定性区间为-64.94英镑至112.66英镑。在大约25%的情况下,SFC具有优势(更有效且成本更低),但在其余情况下,它既更有效又成本更高。结果表明,如果决策者愿意为额外一周的成功控制支付约45英镑,那么在该患者群体中,80%的情况下SFC将是更具成本效益的策略。
这是首批纳入概率敏感性分析技术以探索不确定性的哮喘决策分析模型之一。该模型灵活且标准化的框架使得能够确定不同医疗环境中替代哮喘管理策略的成本效益。