Leslie Dan Faculty of Pharmacy, University of Toronto , Toronto, ON , Canada.
J Med Econ. 2013 Nov;16(11):1267-74. doi: 10.3111/13696998.2013.838571. Epub 2013 Sep 13.
Model validation is important, but seldom applied in chronic schizophrenia. Validation consists of verifying the model itself for face validity (i.e., structure and inputs), cross-validation with other models assessing the same issue, and comparison with real-life outcomes. The primary purpose was to cross-validate a recent pharmacoeconomic model comparing long-acting injectable (LAI) antipsychotics for treating chronic schizophrenia in Sweden. The secondary purpose was to provide external validation.
The model of interest was a decision tree analysis with a 1-year time horizon with costs in 2011 Swedish kroner. Drugs analyzed included paliperidone palmitate (PP-LAI), olanzapine pamoate (OLZ-LAI), risperidone (RIS-LAI), haloperidol (HAL-LAI), and oral olanzapine (oral-OLZ). Embase and Medline were searched from 1990-2012 for models examining LAIs. Articles were retrieved, with data extracted for all drugs compared including: expected costs, rates of hospitalization, proportion of time not in relapse, and associated QALYs. Outcomes from the model of interest were compared with those from other articles; costs were projected to 2012 using the consumer price index.
Twenty-six studies were used for validation; 14 of them provided evidence for cross-validation, 13 for external validation, and four for cost. In cross-validation, cost estimates varied -1.8% (range: -12.4-20.1%), hospitalizations 5.2% (-12.1-3.1%), stable disease 2.5% (-5.6-1.5%), QALYs 9.0% (4.3% after removing outliers). All estimates of clinical outcomes were within 15%. In external validation, hospitalization rates varied by 6.3% (-0.7-11.3%). The research was limited by data availability and validity of the original results.
Other models validated the outputs of our model very well.
模型验证很重要,但在慢性精神分裂症中很少应用。验证包括验证模型本身的表面有效性(即结构和输入)、与评估同一问题的其他模型进行交叉验证以及与实际结果进行比较。主要目的是交叉验证最近的一项用于比较长效注射抗精神病药治疗瑞典慢性精神分裂症的药物经济学模型。次要目的是提供外部验证。
研究的模型是一个具有 1 年时间范围的决策树分析,成本采用 2011 年瑞典克朗。分析的药物包括棕榈酸帕利哌酮(PP-LAI)、奥氮平癸酸酯(OLZ-LAI)、利培酮(RIS-LAI)、氟哌啶醇(HAL-LAI)和口服奥氮平(口服-OLZ)。从 1990 年至 2012 年,在 Embase 和 Medline 上检索了用于检查 LAI 的模型。检索了文章,并提取了所有比较药物的数据,包括:预期成本、住院率、无复发时间比例和相关 QALYs。与其他文章的模型结果进行了比较;使用消费者价格指数将成本预测到 2012 年。
26 项研究用于验证;其中 14 项提供了交叉验证的证据,13 项提供了外部验证的证据,4 项提供了成本验证的证据。在交叉验证中,成本估计值变化了-1.8%(范围:-12.4%-20.1%),住院率变化了 5.2%(-12.1%-3.1%),稳定疾病变化了 2.5%(-5.6%-1.5%),QALYs 变化了 9.0%(剔除离群值后为 4.3%)。所有临床结果的估计值都在 15%以内。在外部验证中,住院率变化了 6.3%(-0.7%-11.3%)。研究受到数据可用性和原始结果有效性的限制。
其他模型很好地验证了我们模型的输出。