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The Use of Real-World Data for Estimating Relative Treatment Effects in NICE Health Technology Assessment Submissions: A Review. 在 NICE 健康技术评估报告中使用真实世界数据估算相对治疗效果:综述。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-01 Epub Date: 2024-11-09 DOI: 10.1007/s40273-024-01449-w
Yoojung Che, Stephen Duffield, Manuel Gomes

This paper investigates the current use of real-world data (RWD) for estimating relative treatment effects in National Institute for Health and Care Excellence (NICE) health technology assessment (HTA) submissions. This review included 64 HTA submissions, which accounted for approximately 11% of the total NICE HTA submissions between January 2016 and December 2023. The main sources of RWD considered in the submissions were disease registries and electronic health records. RWD were primarily used to provide an external control arm to enable comparisons within single-arm trials and to inform long-term treatment effects when extrapolating survival data beyond the trial follow-up. Adjustments for potential systematic differences between treatment groups have improved over time; however, approximately one-third of the submissions still relied on unadjusted treatment comparisons. We found that approximately 10% of NICE HTA submissions used RWD to directly inform treatment effects estimation. Over one-third of the submissions relied on naïve and/or unadjusted treatment comparisons, which may have introduced biases. To ensure that RWD provide sound evidence for HTA, submissions should follow published guidelines, including the NICE real-world evidence (RWE) framework.

本文调查了目前在国家健康与护理优化研究所(NICE)提交的健康技术评估(HTA)中使用真实世界数据(RWD)估算相对治疗效果的情况。本次审查包括 64 份 HTA 呈文,约占 2016 年 1 月至 2023 年 12 月期间 NICE HTA 呈文总数的 11%。呈文中考虑的RWD主要来源是疾病登记和电子健康记录。RWD主要用于提供外部对照臂,以便在单臂试验中进行比较,并在推断试验随访后的生存数据时了解长期治疗效果。随着时间的推移,对治疗组之间潜在的系统性差异进行调整的做法有所改进;但是,约有三分之一的呈文仍依赖于未经调整的治疗比较。我们发现,约有 10% 的 NICE HTA 呈文使用 RWD 直接为治疗效果估算提供信息。超过三分之一的呈文依赖于天真和/或未经调整的治疗比较,这可能会带来偏差。为确保 RWD 为 HTA 提供可靠的证据,提交的文件应遵循已发布的指南,包括 NICE 真实世界证据 (RWE) 框架。
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引用次数: 0
Comparison of EQ-5D-Y-3L Utility Scores Using Nine Country-Specific Value Sets in Chinese Adolescents. 使用九个国家的特定值集比较中国青少年的 EQ-5D-Y-3L 实用性得分。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-01 Epub Date: 2024-11-12 DOI: 10.1007/s40273-024-01451-2
Ya'nan Wu, Yanjiao Xu, Zhao Shi, Junchao Feng, Zhihao Yang, Zhuxin Mao, Lei Dou, Shunping Li

Objective: This study aimed to assess and compare the measurement properties of EQ-5D-Y-3L utilities derived from available countries' value sets (Chinese, Japanese, Slovenian, German, Spanish, Hungarian, Netherlandish, Belgian, and Indonesian), among Chinese adolescents.

Methods: From July to September 2021, a large-scale cross-sectional survey was administered across 16 cities in Shandong, China, with the objective of assessing the health status of junior high school students aged 10-18 years. Supported by the educational authorities, quick response (QR) codes and questionnaire links were disseminated to schools. A total of 97,413 junior high school students completed the questionnaire. Agreement, convergent validity, and known-group validity were determined in the nine country-specific value sets.

Results: The Indonesian value set demonstrated the highest mean health utility score (0.970), followed by the Japanese (0.961), Chinese (0.960), Netherlandish (0.948), Hungarian (0.942), German (0.938), Belgian (0.932), Slovenian (0.926), and Spanish (0.926) value sets, respectively. The utility scores derived from Asian value sets were higher than those from Europe. Good or excellent agreements (intraclass correlation coefficients > 0.7) were found between each paired value set. In Bland-Altman plots, the 95% limits of agreement for any two value sets were 0.046-0.348. A strong relationship (Spearman's correlation coefficients > 0.99) between any two value sets was found. The EQ-5D-Y-3L utility scores discriminated equally well for the nine value sets across three known groups. The effect size and the relative efficiency statistics showed the Chinese value sets were more sensitive in general. Referring to the Chinese value set, all the relative efficiency values in each value set were similar across three known groups, ranging from 0.9 to 1.0.

Conclusions: A total of nine country-specific EQ-5D-Y-3L value sets showed an overall high level of agreement, strong correlation, and good known-group validity. However, the utility scores derived from nine EQ-5D-Y-3L value sets were different and the country-specific value sets were not interchangeable.

研究目的本研究旨在评估和比较从现有国家(中国、日本、斯洛文尼亚、德国、西班牙、匈牙利、荷兰、比利时和印尼)数值集得出的EQ-5D-Y-3L效用在中国青少年中的测量属性:2021 年 7 月至 9 月,在中国山东 16 个城市开展了大规模横断面调查,目的是评估 10-18 岁初中生的健康状况。在教育部门的支持下,向学校发放了快速反应代码(QR)和问卷链接。共有 97 413 名初中生完成了问卷调查。对九个国家特定价值集的一致性、收敛效度和已知组效度进行了测定:结果:印尼价值集的平均健康效用得分最高(0.970),其次分别是日本价值集(0.961)、中国价值集(0.960)、荷兰价值集(0.948)、匈牙利价值集(0.942)、德国价值集(0.938)、比利时价值集(0.932)、斯洛文尼亚价值集(0.926)和西班牙价值集(0.926)。亚洲价值集的效用得分高于欧洲价值集的效用得分。每个配对值集之间都存在良好或极佳的一致性(类内相关系数大于 0.7)。在 Bland-Altman 图中,任何两组数值的 95% 的一致性界限为 0.046-0.348。任何两组数值之间都有很强的相关性(斯皮尔曼相关系数大于 0.99)。EQ-5D-Y-3L 实用性评分在三个已知组别中对九组数值的区分度相同。效应大小和相对效率统计显示,中文值集总体上更为敏感。就中国的数值集而言,每个数值集的相对效率值在三个已知组别中都相似,从 0.9 到 1.0 不等:共有九个国家的 EQ-5D-Y-3L 值集显示出整体高度一致、强相关性和良好的已知组有效性。然而,从九个 EQ-5D-Y-3L 数值集得出的效用分数各不相同,而且各国的特定数值集不能互换。
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引用次数: 0
Value-Based Healthcare in Practice: IDEATE, a Collaboration to Design and Test an Outcomes-Based Agreement for a Medicine in Wales. 基于价值的医疗保健实践:IDEATE,威尔士合作设计和测试基于结果的医药协议。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-01 Epub Date: 2024-11-11 DOI: 10.1007/s40273-024-01445-0
Jessica R Burton, Kate Halsby, Graciela Sáinz de la Fuente, Jonathan Pearson-Stuttard, Rebecca Sloan, Thomas Porter, Gareth John, Andrew Warburton, Jennifer Selby, Gail Povey, Ruhe Chowdhury, Catherine Bale, Mark Davies, Emma Clifton-Brown, Hamish Laing
<p><strong>Objective: </strong>To develop a sustainable, scalable methodology for the design of outcome-based agreements (OBAs) that works on the ground and dynamically overcomes historical challenges.</p><p><strong>Methods: </strong>Project IDEATE co-created solutions to known (and emergent) challenges via iterative workshops and real-world data analysis to develop and refine a hypothetical model for an OBA in a trusted research environment. A cross-disciplinary collaboration between National Health Service (NHS) Wales, industry and academia was developed. Data were collected from Welsh national datasets and used to construct a novel linked dataset. OBA scenarios, with different contract parameters, were analysed to assess impact on the proportion of contract payment due and the volatility of payments.</p><p><strong>Results: </strong>An approved, in market, locally advanced and metastatic breast cancer treatment was selected as the test case. The total number of patients in the treatment cohort (2017-2020) was n = 99, and 286 in the control cohort (2014-2016). The final outcome variables selected were: (1) 1-year survival,( 2) intolerance to treatment (deferral), and (3) the total days disrupted by care. The primary scenario included all three outcomes measured at the population level and used a linear payment model. Volatility analyses demonstrated contract parameters can dramatically alter the contract output with greatest risk from a single, binary outcome contract design.</p><p><strong>Conclusions: </strong>The design of an OBA is a complex process that requires a multi-disciplinary approach. By assessing solutions to data, outcomes and contracting challenges, IDEATE provides a strong foundation for future success of OBAs in the UK. Outcome-based agreements (OBAs) are a way to pay for medicines if they help patient health in a specific way over time. These agreements can make it faster for people to get new medicines, but they also have challenges, like needing a lot of time and effort to manage them. A team from the NHS Wales, life sciences, and Swansea University created Project IDEATE to find a better way to design OBAs and solve some of these problems. Welsh datasets were used to create a new breast cancer dataset to test different OBAs and see how payments would change. A breast cancer treatment was used for the project. The project had 99 patients who got the medicine (2017-2020) and 286 patients who had breast cancer but did not get the medicine (2014-2016). Three health outcomes were measured: (1) living for one year after treatment, (2) patients needing to stop the medicine, and (3) days spent in care. The main OBA option we tested used all three health outcomes; the more the outcomes improved, the more the payments could go up until they hit the highest amount agreed. The analysis showed that the way an OBA is designed can make a big difference in how stable or risky it is, especially if one of the health outcomes has only two opti
目标:为设计基于成果的协议(OBAs)制定一种可持续、可扩展的方法:为基于成果的协议(OBAs)的设计开发一种可持续、可扩展的方法,这种方法能够在实地发挥作用,并动态地克服历史挑战:方法:IDEATE 项目通过迭代研讨会和真实世界数据分析,共同创建已知(和新出现)挑战的解决方案,以开发和完善可信研究环境中 OBA 的假设模型。威尔士国家医疗服务系统(NHS)、行业和学术界开展了跨学科合作。数据收集自威尔士国家数据集,并用于构建新型链接数据集。分析了具有不同合同参数的 OBA 方案,以评估其对到期合同付款比例和付款波动的影响:我们选择了一种已获批上市的局部晚期和转移性乳腺癌治疗方法作为测试案例。治疗队列(2017-2020 年)的患者总数为 99 人,对照队列(2014-2016 年)的患者总数为 286 人。最终选定的结果变量为(1)1 年生存期;(2)治疗不耐受(延期);(3)护理中断总天数。主要方案包括在人口水平上测量的所有三个结果,并使用线性支付模型。波动性分析表明,合同参数可显著改变合同产出,单一的二元结果合同设计风险最大:OBA 的设计是一个复杂的过程,需要采用多学科方法。通过对数据、成果和合同挑战的解决方案进行评估,IDEATE 为英国未来的开放式预算编制协议的成功奠定了坚实的基础。基于成果的协议(OBAs)是一种支付药物费用的方式,前提是这些药物在一段时间内对患者的健康有特定的帮助。这些协议可以让人们更快地获得新药,但也存在一些挑战,比如需要花费大量的时间和精力来管理这些协议。来自威尔士国家医疗服务系统、生命科学和斯旺西大学的一个团队创建了 "IDEATE 项目",旨在找到一种更好的方法来设计 OBAs 并解决其中的一些问题。威尔士数据集被用来创建一个新的乳腺癌数据集,以测试不同的 OBAs,并了解支付方式会发生怎样的变化。该项目使用了一种乳腺癌治疗方法。该项目有 99 名获得药物的患者(2017-2020 年)和 286 名患有乳腺癌但未获得药物的患者(2014-2016 年)。对三种健康结果进行了测量:(1)治疗后一年内的生活状况;(2)需要停药的患者;(3)在护理中花费的天数。我们测试的主要 OBA 方案使用了所有三种健康结果;结果改善得越多,支付的金额就越高,直至达到商定的最高金额。分析表明,OBA 的设计方式会对其稳定性或风险性产生很大影响,尤其是当其中一种健康结果只有两种选择时。IDEATE 项目表明,制定 OBA 可能很难,但如果来自不同领域的人们共同努力,就能克服许多挑战并取得成功。
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引用次数: 0
Acceptance of Evidence Transfer Within German Early Benefit Assessment of New Drugs for Pediatric and Adolescents Target Populations. 在德国儿科和青少年目标人群新药早期效益评估中的证据转移接受。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-01-17 DOI: 10.1007/s40273-024-01467-8
Georgia Pick, Dirk Müller, Charalabos-Markos Dintsios

Background and objective: In Germany, all new drugs undergo an early benefit assessment (EBA) by the decision-making body (G-BA). Due to limited access to clinical data in pediatric healthcare since 2017, evidence transfer has allowed for data from adult studies to be used in the EBA of pediatric drugs. This study examines the acceptance of evidence transfer, aiming to understand its correlation with granted added benefit.

Methods: By searching the G-BA database, relevant EBAs were identified. In addition to descriptive statistics, agreement statistics regarding binary and ordinal extent of added benefit and binary logistic regression with and without intercept were performed to investigate acceptance of evidence transfer, juxtaposing it with manufacturers' claims, and to evaluate the impact of identified factors on evidence transfer.

Results: In 14 of 36 identified EBAs, the evidence transfer was accepted by the G-BA. They referred to four therapeutic areas, received a non-quantifiable added benefit and were subject to a pediatric investigation program. Non-quantifiable added benefit implies an added value in itself which can range from minor to major added benefit and is considering the genuine uncertainty mainly induced in theese EBAs due to evidence transfer, which is not allowing a quantification of an added benefit. The binary agreement between manufacturers' claims and G-BA's appraisals was less than by chance [kappa - 0.054 (- 0.158 to 0.050)] whereas the ordinal agreement became fair [kappa 0.333 (0.261-0.406)]. Congruence of the mechanism of action, alignment of disease pattern, transferability of efficacy and safety, and same comparator were fundamental for evidence transfer. Additionally, supportive evidence, therapeutic breakthroughs, and small-scale approval enhanced the acceptance of evidence transfer. The regression models yielded similar results showing different model fit and explained variance.

Conclusions: Evidence transfer hinges upon fulfilling various minimum criteria and additional supportive evidence. Availability of study data from adult or older patients and the pediatric group under evaluation is crucial.

背景与目的:在德国,所有新药都要经过决策机构(G-BA)的早期获益评估(EBA)。自2017年以来,由于儿科医疗保健临床数据的获取有限,证据转移允许将成人研究的数据用于儿科药物的EBA。本研究考察了证据转移的接受程度,旨在了解其与授予的额外利益的相关性。方法:通过检索G-BA数据库,鉴定相关EBAs。除了描述性统计外,还进行了关于附加效益的二进制和序数程度的协议统计,以及有和没有截取的二进制逻辑回归,以调查证据转移的接受程度,并将其与制造商的声明并置,并评估确定的因素对证据转移的影响。结果:鉴定出的36例EBAs中,有14例被G-BA接受证据转移。他们参考了四个治疗领域,获得了不可量化的额外收益,并接受了儿科调查项目。不可量化的附加效益意味着附加价值本身可以从小到大的附加效益,并且正在考虑主要在这些EBAs中由于证据转移而引起的真正不确定性,这不允许对附加效益进行量化。制造商的索赔与G-BA的评估之间的二元一致性不是偶然的[kappa - 0.054(- 0.158至0.050)],而序数一致性则是公平的[kappa 0.333(0.261-0.406)]。作用机制的一致性、疾病模式的一致性、有效性和安全性的可转移性以及相同的比较物是证据转移的基础。此外,支持性证据、治疗突破和小规模批准增强了证据转移的接受度。回归模型得到了相似的结果,但模型拟合和解释方差不同。结论:证据转移取决于满足各种最低标准和额外的支持性证据。来自成人或老年患者以及接受评估的儿科组的研究数据的可用性至关重要。
{"title":"Acceptance of Evidence Transfer Within German Early Benefit Assessment of New Drugs for Pediatric and Adolescents Target Populations.","authors":"Georgia Pick, Dirk Müller, Charalabos-Markos Dintsios","doi":"10.1007/s40273-024-01467-8","DOIUrl":"https://doi.org/10.1007/s40273-024-01467-8","url":null,"abstract":"<p><strong>Background and objective: </strong>In Germany, all new drugs undergo an early benefit assessment (EBA) by the decision-making body (G-BA). Due to limited access to clinical data in pediatric healthcare since 2017, evidence transfer has allowed for data from adult studies to be used in the EBA of pediatric drugs. This study examines the acceptance of evidence transfer, aiming to understand its correlation with granted added benefit.</p><p><strong>Methods: </strong>By searching the G-BA database, relevant EBAs were identified. In addition to descriptive statistics, agreement statistics regarding binary and ordinal extent of added benefit and binary logistic regression with and without intercept were performed to investigate acceptance of evidence transfer, juxtaposing it with manufacturers' claims, and to evaluate the impact of identified factors on evidence transfer.</p><p><strong>Results: </strong>In 14 of 36 identified EBAs, the evidence transfer was accepted by the G-BA. They referred to four therapeutic areas, received a non-quantifiable added benefit and were subject to a pediatric investigation program. Non-quantifiable added benefit implies an added value in itself which can range from minor to major added benefit and is considering the genuine uncertainty mainly induced in theese EBAs due to evidence transfer, which is not allowing a quantification of an added benefit. The binary agreement between manufacturers' claims and G-BA's appraisals was less than by chance [kappa - 0.054 (- 0.158 to 0.050)] whereas the ordinal agreement became fair [kappa 0.333 (0.261-0.406)]. Congruence of the mechanism of action, alignment of disease pattern, transferability of efficacy and safety, and same comparator were fundamental for evidence transfer. Additionally, supportive evidence, therapeutic breakthroughs, and small-scale approval enhanced the acceptance of evidence transfer. The regression models yielded similar results showing different model fit and explained variance.</p><p><strong>Conclusions: </strong>Evidence transfer hinges upon fulfilling various minimum criteria and additional supportive evidence. Availability of study data from adult or older patients and the pediatric group under evaluation is crucial.</p>","PeriodicalId":19807,"journal":{"name":"PharmacoEconomics","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2025-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143009453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prognostic Testing for Prostate Cancer-A Cost-Effectiveness Analysis Comparing a Prostatype P-Score Biomarker Approach to Standard Clinical Practice. 前列腺癌的预后检测:比较前列腺型P-Score生物标志物方法与标准临床实践的成本-效果分析
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-01-11 DOI: 10.1007/s40273-024-01466-9
Adam Fridhammar, Oskar Frisell, Karin Wahlberg, Emelie Berglund, Pontus Röbeck, Sofie Persson

Background: The Prostatype score (P-score) is a prognostic biomarker that integrates a three-gene (IGFBP3, F3, and VGLL3) signature derived from prostate biopsy samples, with key clinical parameters, including prostate-specific antigen (PSA) levels, Gleason grade, and tumor stage at diagnosis. The test has demonstrated superior predictive accuracy for prostate cancer outcomes compared with traditional risk categorization systems such as D'Amico. Notably, it reclassifies a higher proportion of patients into the low-risk category, making them eligible for active surveillance. This study assessed the cost-effectiveness of the P-score in comparison with D'Amico and the Swedish National Prostate Cancer Register (NPCR) risk categorization systems.

Methods: A two-step decision analytic model was developed. The model consisted of a decision tree-informed Markov structure estimating the lifetime outcomes of 60-year-old men with diagnosed prostate cancer. Prostate cancer was classified as low-risk, intermediate-risk, or high-risk using either the P-score or D'Amico. Initial therapy was based on observed treatment patterns from the Swedish NPCR. Costs (SEK, year 2022) and quality-adjusted life years (QALYs) were estimated from a healthcare perspective and discounted at 3% per year; incremental cost-effectiveness ratio (ICER) was the primary outcome.

Results: The P-score led to cost savings and generated an additional 0.19 QALYs compared with D'Amico. The added costs of the genetic test and higher costs of active surveillance and radiotherapy were counterbalanced by savings from reduced costs of surgery, treatment-related side-effects, and metastatic disease. The gain in QALYs was primarily due to the avoidance of metastatic disease and a reduction in treatment-related side-effects.

Conclusions: The results of this study suggest that the P-score is likely to be a cost-effective alternative to D'Amico for prognostic evaluation of newly diagnosed prostate cancer in Sweden and compared with NPCR when health-related quality of life was included.

背景:前列腺类型评分(P-score)是一种预后生物标志物,整合了来自前列腺活检样本的三基因(IGFBP3、F3和VGLL3)特征,具有关键的临床参数,包括前列腺特异性抗原(PSA)水平、Gleason分级和诊断时的肿瘤分期。与传统的风险分类系统(如D'Amico)相比,该测试显示出对前列腺癌结果的预测准确性更高。值得注意的是,它将更高比例的患者重新分类为低风险类别,使他们有资格接受主动监测。本研究评估了p -评分与D'Amico和瑞典国家前列腺癌登记(NPCR)风险分类系统的成本效益。方法:建立两步决策分析模型。该模型由一个决策树马尔可夫结构组成,用于估计诊断为前列腺癌的60岁男性的终生结果。使用P-score或D'Amico将前列腺癌分为低风险、中风险或高风险。初始治疗基于瑞典NPCR观察到的治疗模式。从医疗保健的角度估计成本(瑞典克朗,2022年)和质量调整生命年(QALYs),并以每年3%的折扣计算;增量成本-效果比(ICER)是主要终点。结果:与D'Amico相比,p评分导致了成本节约,并产生了额外的0.19个qaly。基因检测费用的增加以及主动监测和放疗费用的增加被手术、治疗相关副作用和转移性疾病费用的降低所节省的费用所抵消。QALYs的增加主要是由于避免了转移性疾病和治疗相关副作用的减少。结论:本研究结果表明,当纳入健康相关生活质量时,P-score可能是瑞典新诊断前列腺癌的D'Amico预后评估的一种具有成本效益的替代方法,并与NPCR相比较。
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引用次数: 0
Projections of Public Spending on Pharmaceuticals: A Review of Methods. 药品公共支出预测:方法综述。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-01-11 DOI: 10.1007/s40273-024-01465-w
Irina Odnoletkova, Patrice X Chalon, Stephan Devriese, Irina Cleemput
<p><strong>Background: </strong>Forecasting future public pharmaceutical expenditure is a challenge for healthcare payers, particularly owing to the unpredictability of new market introductions and their economic impact. No best-practice forecasting methods have been established so far. The literature distinguishes between the top-down approach, based on historical trends, and the bottom-up approach, using a combination of historical and horizon scanning data. The objective of this review is to describe the methods for projections of pharmaceutical expenditure that apply the "bottom-up" approach and to synthesize the knowledge of their predictive accuracy.</p><p><strong>Methods: </strong>Projections of public pharmaceutical expenditure applicable to Western economies including a comprehensive method description and published 2000-2024 were searched in scientific databases (MEDLINE, EMBASE, and EconLit) and in gray literature (websites of international health organizations and national healthcare authorities). The data sources, assumptions about the future market dynamics, analytical approaches, and the projection results are summarized.</p><p><strong>Results: </strong>Twenty-four out of 3492 screened publications were included, associated with nine expenditure projection models. Four models were developed for all reimbursable drugs in the USA, the UK, the Stockholm region (Sweden), and seven European Union (EU) countries: France, Germany, Greece, Hungary, Poland, Portugal, and the UK, respectively. The other five models concerned specific groups of medicines: orphan drugs in Belgium, the Eurozone plus the UK, and Canada, respectively; psychotropic medications in the USA; and outpatient intravenous cancer medicines in the Province of Ontario (Canada). For trend analysis, drug coverage claims or sales data were used, applying linear and/or nonlinear models. The budget impact of new launches and patent expirations was estimated through (a form of) horizon scanning, i.e., a systematic monitoring of the pharmaceutical pipeline, with engagement of clinical expert judgment. Projections with a predictive time window greater than 3 years largely relied on previously observed trends to model new market introductions. Four models were validated through an ex post comparison of projected and observed expenditure. The absolute difference between the forecasted and actual percentual change in pharmaceutical expenditure was: 0.3% ("UK model"), 1.9% ("Stockholm model"), and 2% (nonfederal hospitals, "US model"). The "Ontario cancer drug model" overestimated the actual expenditure by 1%. Overall, the largest errors were attributable to new market launches and unforeseen policy reforms. Prediction accuracy decreased substantially for forecasts beyond 1 year in the future. For two not validated projections, a face validity check was feasible. One of the models forecasted a decrease in pharmaceutical expenditure from 2012 to 2016 in six European countries, contrasti
背景:预测未来的公共医药支出对医疗保健支付者来说是一个挑战,特别是由于新市场的引入及其经济影响的不可预测性。到目前为止还没有确定最佳的预测方法。文献区分了基于历史趋势的自顶向下方法和结合历史和水平扫描数据的自底向上方法。本综述的目的是描述应用“自下而上”方法的药物支出预测方法,并综合其预测准确性的知识。方法:在科学数据库(MEDLINE、EMBASE和EconLit)和灰色文献(国际卫生组织和国家卫生保健当局网站)中检索适用于西方经济体的公共医药支出预测,包括综合方法描述和2000-2024年发表的文献。总结了数据来源、对未来市场动态的假设、分析方法和预测结果。结果:筛选的3492份出版物中包括24份,与9个支出预测模型相关。在美国、英国、斯德哥尔摩地区(瑞典)和七个欧盟国家(法国、德国、希腊、匈牙利、波兰、葡萄牙和英国)分别为所有可报销药物开发了四个模型。其他五个模型涉及特定的药物群体:孤儿药分别在比利时、欧元区加英国和加拿大;美国的精神药物;和门诊静脉注射癌症药物在安大略省(加拿大)。对于趋势分析,采用线性和/或非线性模型,使用药品覆盖索赔或销售数据。新产品上市和专利到期的预算影响是通过(一种形式)水平扫描来估计的,即对制药管道进行系统监测,并参与临床专家判断。预测时间窗大于3年的预测主要依赖于先前观察到的趋势来模拟新市场的引入。通过对预计支出和实际支出的事后比较,验证了四个模型。药品支出预测和实际百分比变化之间的绝对差异为:0.3%(“英国模式”)、1.9%(“斯德哥尔摩模式”)和2%(非联邦医院,“美国模式”)。“安大略省抗癌药物模型”将实际支出高估了1%。总体而言,最大的错误可归因于新市场的推出和不可预见的政策改革。对于未来1年以上的预测,预测精度大幅下降。对于两个未验证的投影,人脸有效性检查是可行的。其中一个模型预测,从2012年到2016年,六个欧洲国家的药品支出将减少,这与目前的统计数据形成了对比。对孤儿药支出的10年预测将欧洲治疗的罕见病数量低估了100%以上。结论:公布的国家药品支出预测很少,而且方法上存在显著差异。基于高质量历史数据和严格的水平扫描的短期预测往往比建立在理论假设上的长期预测更准确。进一步探索数学算法与专家判断相结合的方法,提高药品支出预测的准确性和效率。
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引用次数: 0
Examination of Methods to Estimate Productivity Losses in an Economic Evaluation: Using Foodborne Illness as a Case Study. 在经济评估中评估生产力损失的方法的检验:使用食源性疾病作为案例研究。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-01-04 DOI: 10.1007/s40273-024-01458-9
Kathleen Manipis, Paula Cronin, Deborah Street, Jody Church, Rosalie Viney, Stephen Goodall
<p><strong>Background: </strong>Cost-utility analyses commonly use two primary methods to value productivity: the human capital approach (HCA) and the friction cost approach (FCA). Another less frequently used method is the willingness-to-pay (WTP) approach, which estimates the monetary value individuals assign to avoiding an illness. In the context of foodborne illnesses (FBI), productivity loss represents one of the most significant economic impacts, particularly in developed nations. These losses arise from factors such as missed workdays, reduced workplace efficiency due to illness, and long-term health complications that can limit an individual's ability to work. As a result, accurately quantifying productivity loss is critical in understanding the broader economic burden of FBI.</p><p><strong>Aim: </strong>Our aim was to compare the impact of valuation methods used to measure productivity loss in an economic evaluation, using a hypothetical intervention for FBI caused by campylobacter as a case study. Cost effectiveness from three perspectives is examined: health care system, employee, and employer.</p><p><strong>Method: </strong>A Markov model with a 10-year time horizon was developed to evaluate the morbidity and productivity impacts of FBI caused by campylobacter. The model included four health states: 'healthy', 'acute gastroenteritis', 'irritable bowel syndrome and being unable to work some of the time', and 'irritable bowel syndrome and unable to work'. Five approaches to valuing productivity loss were compared: model 1 (cost-utility analysis), model 2 (HCA), model 3 (FCA), model 4 (FCA+WTP to avoid illness with paid sick leave), and model 5 (WTP to avoid illness without paid sick leave). Health outcomes and costs were discounted using a 5% discount rate. Costs were reported in 2024 Australian dollars ($AUD).</p><p><strong>Results: </strong>Model 1, which did not include productivity losses, yielded the highest incremental cost-effectiveness ratio (ICER) at $56,467 per quality-adjusted life-year (QALY) gained. The inclusion of productivity costs (models 2-5) significantly increased the total costs in both arms of the models but led to a marked reduction in the ICERs. For example, model 2 (HCA) resulted in an ICER of $11,174/QALY gained, whereas model 3 (FCA) resulted in $21,136/QALY gained. Models 4 and 5, which included WTP approaches, had ICERs of $19,661/QALY gained and $24,773/QALY gained, respectively.</p><p><strong>Conclusion: </strong>These findings underscore the significant impact of different modelling approaches to productivity loss on ICER estimates and consequently the decision to adopt a new policy or intervention. The choice of perspective in the analysis is critical, as it determines how the short-term and long-term productivity losses are accounted for and valued. This highlights the importance of carefully selecting and justifying the perspective and valuation methods used in economic evaluations to ensure informed a
背景:成本效用分析通常使用两种主要方法来评估生产力:人力资本法(HCA)和摩擦成本法(FCA)。另一种较少使用的方法是支付意愿(WTP)方法,它估计个人为避免疾病而分配的货币价值。在食源性疾病(FBI)的背景下,生产力损失是最重大的经济影响之一,特别是在发达国家。这些损失是由诸如错过工作日、因病工作效率降低以及可能限制个人工作能力的长期健康并发症等因素造成的。因此,准确量化生产力损失对于理解联邦调查局更广泛的经济负担至关重要。目的:我们的目的是比较经济评估中用于衡量生产力损失的评估方法的影响,以弯曲杆菌引起的FBI假设干预为案例研究。从三个角度考察成本效益:医疗保健系统、雇员和雇主。方法:建立10年时间范围的马尔可夫模型,评价弯曲杆菌引起的FBI的发病率和生产力影响。该模型包括四种健康状态:“健康”、“急性肠胃炎”、“肠易激综合症,有时无法工作”和“肠易激综合症,无法工作”。比较了五种评估生产力损失的方法:模型1(成本效用分析),模型2 (HCA),模型3 (FCA),模型4 (FCA+WTP避免带薪病假的疾病)和模型5 (WTP避免无带薪病假的疾病)。使用5%的贴现率对健康结果和成本进行贴现。报告的成本为2024澳元($AUD)。结果:模型1,不包括生产力损失,产生最高的增量成本效益比(ICER)为56,467美元每质量调整生命年(QALY)获得。纳入生产率成本(模型2-5)显著增加了模型两部分的总成本,但导致ICERs显著降低。例如,模型2 (HCA)的ICER为11,174美元/QALY获得,而模型3 (FCA)的ICER为21,136美元/QALY获得。模型4和模型5,包括WTP方法,ICERs分别为$19,661/QALY和$24,773/QALY。结论:这些发现强调了不同的生产力损失建模方法对ICER估计的重大影响,从而决定采用新的政策或干预措施。分析中视角的选择是至关重要的,因为它决定了短期和长期的生产力损失是如何计算和评估的。这突出了仔细选择和证明经济评估中使用的观点和评估方法的重要性,以确保知情和平衡的政策决定。
{"title":"Examination of Methods to Estimate Productivity Losses in an Economic Evaluation: Using Foodborne Illness as a Case Study.","authors":"Kathleen Manipis, Paula Cronin, Deborah Street, Jody Church, Rosalie Viney, Stephen Goodall","doi":"10.1007/s40273-024-01458-9","DOIUrl":"https://doi.org/10.1007/s40273-024-01458-9","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Cost-utility analyses commonly use two primary methods to value productivity: the human capital approach (HCA) and the friction cost approach (FCA). Another less frequently used method is the willingness-to-pay (WTP) approach, which estimates the monetary value individuals assign to avoiding an illness. In the context of foodborne illnesses (FBI), productivity loss represents one of the most significant economic impacts, particularly in developed nations. These losses arise from factors such as missed workdays, reduced workplace efficiency due to illness, and long-term health complications that can limit an individual's ability to work. As a result, accurately quantifying productivity loss is critical in understanding the broader economic burden of FBI.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Aim: &lt;/strong&gt;Our aim was to compare the impact of valuation methods used to measure productivity loss in an economic evaluation, using a hypothetical intervention for FBI caused by campylobacter as a case study. Cost effectiveness from three perspectives is examined: health care system, employee, and employer.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Method: &lt;/strong&gt;A Markov model with a 10-year time horizon was developed to evaluate the morbidity and productivity impacts of FBI caused by campylobacter. The model included four health states: 'healthy', 'acute gastroenteritis', 'irritable bowel syndrome and being unable to work some of the time', and 'irritable bowel syndrome and unable to work'. Five approaches to valuing productivity loss were compared: model 1 (cost-utility analysis), model 2 (HCA), model 3 (FCA), model 4 (FCA+WTP to avoid illness with paid sick leave), and model 5 (WTP to avoid illness without paid sick leave). Health outcomes and costs were discounted using a 5% discount rate. Costs were reported in 2024 Australian dollars ($AUD).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Model 1, which did not include productivity losses, yielded the highest incremental cost-effectiveness ratio (ICER) at $56,467 per quality-adjusted life-year (QALY) gained. The inclusion of productivity costs (models 2-5) significantly increased the total costs in both arms of the models but led to a marked reduction in the ICERs. For example, model 2 (HCA) resulted in an ICER of $11,174/QALY gained, whereas model 3 (FCA) resulted in $21,136/QALY gained. Models 4 and 5, which included WTP approaches, had ICERs of $19,661/QALY gained and $24,773/QALY gained, respectively.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusion: &lt;/strong&gt;These findings underscore the significant impact of different modelling approaches to productivity loss on ICER estimates and consequently the decision to adopt a new policy or intervention. The choice of perspective in the analysis is critical, as it determines how the short-term and long-term productivity losses are accounted for and valued. This highlights the importance of carefully selecting and justifying the perspective and valuation methods used in economic evaluations to ensure informed a","PeriodicalId":19807,"journal":{"name":"PharmacoEconomics","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2025-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142927650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Home Urine Dipstick Screening for Bladder and Kidney Cancer in High-Risk Populations in England: A Microsimulation Study of Long-Term Impact and Cost-Effectiveness. 家庭尿试纸筛查膀胱癌和肾癌的高危人群在英国:长期影响和成本效益的微观模拟研究。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-01-03 DOI: 10.1007/s40273-024-01463-y
Olena Mandrik, Chloe Thomas, Edifofon Akpan, James W F Catto, Jim Chilcott

Background: Testing high-risk populations for non-visible haematuria may enable earlier detection of bladder cancer, potentially decreasing mortality. This research aimed to assess the cost-effectiveness of urine dipstick screening for bladder cancer in high-risk populations in England.

Methods:  A microsimulation model developed in R software was calibrated to national incidence data by age, sex and stage, and validated against mortality data. Individual risk factors included age, sex, smoking status and factory employment. We evaluated three one-time screening scenarios: (1) current and former smokers of different ages within the 55-70 years range, (2) a mixed-age cohort of smokers aged 55-80 years and (3) individuals aged 65-79 years from high-risk regions. Probabilistic and scenario analyses evaluated uncertainty. The incremental cost-effectiveness ratio (ICER) was calculated and compared with the standard £20,000/quality-adjusted life year (QALY) threshold using payer's perspective and 2022 year of evaluation with 3.5% discounting for both costs and effects.

Results:  Screening all current and former smokers (scenario 1) and both mixed-age cohorts (scenarios 2 and 3) was not cost-effective at the threshold of £20,000/QALY. Screening at age 58 years had a 33% probability of being cost-effective at £20,000/QALY threshold and a 64% probability at £30,000/QALY threshold. Screening current and former smoking men aged 58 and 60 years was cost-effective, with ICERs of £18,181 and £18,425 per QALY, respectively. Scenario results demonstrated the high impact of assumptions on lead time, diagnostic pathway, and screening efficacy on predictions.

Conclusions:  Screening smoking men aged 58 or 60 years for bladder cancer using urine dipstick tests may be cost-effective.

背景:检测高危人群的不可见血尿可能有助于膀胱癌的早期发现,潜在地降低死亡率。本研究旨在评估尿试纸筛查膀胱癌在英国高危人群中的成本效益。方法:在R软件中建立微观模拟模型,按年龄、性别和分期对全国发病率数据进行校准,并根据死亡率数据进行验证。个人风险因素包括年龄、性别、吸烟状况和工厂就业情况。我们评估了三种一次性筛查情景:(1)55-70岁范围内不同年龄的吸烟者和既往吸烟者;(2)55-80岁的混合年龄吸烟者队列;(3)来自高风险地区的65-79岁个体。概率和情景分析评估了不确定性。计算增量成本效益比(ICER),并使用付款人的角度和2022年的评估年,将其与标准的20,000英镑/质量调整生命年(QALY)阈值进行比较,成本和效果均有3.5%的折扣。结果:在20,000英镑/QALY的阈值下,筛查所有当前和曾经的吸烟者(场景1)以及两个混合年龄队列(场景2和3)并不具有成本效益。58岁筛查在20,000英镑/QALY阈值下具有成本效益的概率为33%,在30,000英镑/QALY阈值下具有成本效益的概率为64%。筛查58岁和60岁的吸烟男性和戒烟男性具有成本效益,每QALY的ICERs分别为18181英镑和18425英镑。情景结果表明,假设对预测的前置时间、诊断途径和筛查效果有很大影响。结论:使用尿试纸试验筛查58或60岁吸烟男性膀胱癌可能具有成本效益。
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引用次数: 0
Cost Effectiveness of Exclusionary EGFR Testing for Taiwanese Patients Newly Diagnosed with Advanced Lung Adenocarcinoma. 台湾新诊断晚期肺腺癌患者排他性EGFR检测的成本效益。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-01-03 DOI: 10.1007/s40273-024-01462-z
Huang-Tz Ou, Jui-Hung Tsai, Yi-Lin Chen, Tzu-I Wu, Li-Jun Chen, Szu-Chun Yang

Background and objective: Approximately half of lung adenocarcinomas in East Asia harbor epidermal growth factor receptor (EGFR) mutations. EGFR testing followed by tissue-based next-generation sequencing (NGS), upfront tissue-based NGS, and complementary NGS approaches have emerged on the front line to guide personalized therapy. We study the cost effectiveness of exclusionary EGFR testing for Taiwanese patients newly diagnosed with advanced lung adenocarcinoma.

Methods: This economic evaluation was conducted from the perspective of the healthcare sector with a lifetime horizon. Simulated patients were entered into a joint model combining decision trees and partitioned survival models upon diagnosis of advanced lung adenocarcinoma. We compared exclusionary EGFR testing with upfront tissue-based NGS and complementary NGS approaches. The model inputs were derived from regional estimates (prevalence of targetable gene alterations), trials (testing accuracy, survival outcomes, and adverse events), ACT Genomics (testing costs), National Health Insurance payments, retail prices (drug costs), and hospital cohorts (utility values). All costs were made equivalent to 2023 US dollars. An annual discount rate of 3% was applied. We adopted a willingness-to-pay threshold of US$70,000 per quality-adjusted life-year. One-way deterministic and probabilistic analyses were performed.

Results: The incremental cost-effectiveness ratio of exclusionary EGFR testing versus upfront tissue-based NGS was US$15,521 per quality-adjusted life-year, whereas the incremental net monetary benefit was US$2530. The costs of osimertinib and pembrolizumab were the major determinants. The incremental net monetary benefit of exclusionary EGFR testing versus complementary NGS approach was US$2174, and its major determinants included the true-negative rate of EGFR testing and the prevalence rate of an EGFR mutation. Given the willingness-to-pay thresholds of US$35,000, US$70,000, and US$105,000 (1, 2, and 3 per capita gross domestic product) per quality-adjusted life-year, the probabilities that exclusionary EGFR testing would be cost effective were 79.1%, 95.6%, and 91.2%, respectively.

Conclusions: Our analysis suggests that exclusionary EGFR testing is a cost-effective strategy for Taiwanese patients newly diagnosed with advanced lung adenocarcinoma.

背景和目的:东亚地区大约一半的肺腺癌存在表皮生长因子受体(EGFR)突变。EGFR检测之后的基于组织的下一代测序(NGS)、基于组织的前期NGS和补充NGS方法已经出现在指导个性化治疗的一线。本研究针对台湾新诊断为晚期肺腺癌的患者,研究排他性EGFR检测的成本效益。方法:从医疗保健部门的角度进行终身经济评价。模拟患者在诊断为晚期肺腺癌时,将其纳入决策树与分区生存模型相结合的联合模型。我们比较了排他性EGFR检测与基于前期组织的NGS和互补的NGS方法。模型输入来自区域估计(可靶向基因改变的流行程度)、试验(检测准确性、生存结果和不良事件)、ACT基因组学(检测成本)、国民健康保险支付、零售价格(药品成本)和医院队列(效用值)。所有费用均折合为2023美元。采用3%的年贴现率。我们采用了每质量调整生命年7万美元的支付意愿门槛。进行了单向确定性和概率分析。结果:排他性EGFR检测与前期基于组织的NGS的增量成本-效果比为每个质量调整生命年15,521美元,而增量净货币效益为2530美元。奥西替尼和派姆单抗的成本是主要决定因素。与补充NGS方法相比,排他性EGFR检测的增量净货币效益为2174美元,其主要决定因素包括EGFR检测的真阴性率和EGFR突变的流行率。考虑到每个质量调整生命年的支付意愿阈值为3.5万美元、7万美元和10.5万美元(人均国内生产总值1、2和3),排除性EGFR检测具有成本效益的概率分别为79.1%、95.6%和91.2%。结论:我们的分析显示,对于台湾新诊断为晚期肺腺癌的患者,排他性EGFR检测是一种具有成本效益的策略。
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引用次数: 0
Estimating the Incremental Cost Per QALY Produced by the Spanish NHS: A Fixed-Effect Econometric Approach. 估算西班牙国家医疗服务体系产生的每 QALY 增量成本:固定效应计量经济学方法》。
IF 4.4 3区 医学 Q1 ECONOMICS Pub Date : 2025-01-01 Epub Date: 2024-10-25 DOI: 10.1007/s40273-024-01441-4
Laura Vallejo-Torres

Background: Knowing the health opportunity costs of funding decisions is crucial to assess whether the health gains associated with new interventions are larger than the health losses imposed by the displacement of resources. Empirical estimates based on the effect of health spending on health outcomes have been proposed in several countries, including Spain, as a proxy to capture these opportunity costs. However, there is a need to regularly update existing health opportunity cost estimates and to explore the role of omitted variable bias in these estimations.

Objective: The aim of this paper is to provide an updated and refined estimate of the causal impact of health spending on health in Spain that can be translated into an estimate of the incremental cost per quality-adjusted life-year produced by the Spanish national health system.

Methods: We applied fixed-effect models using data for 17 Spanish regions from 2002 until 2022 to estimate the impact of public health spending on health outcomes and explored the extent of omitted variable bias. Changes in these estimates over time were assessed and alternative specifications were tested.

Results: Based on fixed-effect models with control variables, the estimated spending elasticity was 0.061, which translated into an incremental cost per quality-adjusted life-year of approximately €34,000. The bias-corrected elasticity was 0.075, with a corresponding incremental cost per quality-adjusted life-year of €27,000. We found that the estimated impact of spending on health decreases when recent years of data are added, and that the extent of omitted variable bias appears to increase, particularly when adding the COVID-19 pandemic period.

Conclusions: This study provides an updated estimation of the incremental cost per quality-adjusted life-year produced by the Spanish national health system. The estimates provided can be easily updatable as new data become accessible, and the methods applied might be transferable to other settings with similar available data.

背景:了解筹资决策的健康机会成本对于评估新干预措施带来的健康收益是否大于资源转移造成的健康损失至关重要。包括西班牙在内的一些国家已经提出了基于医疗支出对健康结果影响的经验性估算,以此来反映这些机会成本。然而,有必要定期更新现有的健康机会成本估算值,并探讨遗漏变量偏差在这些估算值中的作用:本文旨在对西班牙医疗支出对健康的因果影响进行更新和完善的估算,并将其转化为西班牙国家医疗系统产生的每质量调整生命年的增量成本估算:我们利用 2002 年至 2022 年西班牙 17 个地区的数据,采用固定效应模型估算了公共卫生支出对健康结果的影响,并探讨了遗漏变量偏差的程度。我们评估了这些估计值随时间推移而发生的变化,并测试了替代规格:根据带有控制变量的固定效应模型,估计的支出弹性为 0.061,即每质量调整生命年的增量成本约为 34,000 欧元。偏差校正后的弹性为 0.075,每质量调整生命年的相应增量成本为 27,000 欧元。我们发现,如果增加最近几年的数据,估计的健康支出影响就会下降,而且遗漏变量偏差的程度似乎会增加,特别是在增加 COVID-19 大流行期间的数据时:本研究对西班牙国家卫生系统产生的每质量调整生命年的增量成本进行了最新估算。随着新数据的出现,所提供的估算结果可以很容易地进行更新,而且所采用的方法也可以应用到其他具有类似可用数据的环境中。
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PharmacoEconomics
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