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Development of a disease-specific health utility score for chronic obstructive pulmonary disease from a discrete choice experiment patient preference study. 通过离散选择实验患者偏好研究,为慢性阻塞性肺病制定特定疾病健康效用评分。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-05-02 DOI: 10.1017/S0266462324000242
Byron Jones, Mandy Ryan, Nigel S Cook, Florian S Gutzwiller

Objectives: While patient input to health technology assessment (HTA) has traditionally been of a qualitative nature, there is increasing interest to integrate quantitative evidence from patient preference studies into HTA decision making. Preference data can be used to generate disease-specific health utility data. We generated a health utility score for patients with chronic obstructive pulmonary disease (COPD) and consider its use within HTAs.

Methods: Based on qualitative research, six symptoms were identified as important to COPD patients: shortness of breath, exacerbations, chronic cough, mucus secretion, sleep disturbance, and urinary incontinence. We employed a discrete choice experiment (DCE) and the random parameter logistic regression technique to estimate utility scores for all COPD health states. The relationship between patients' COPD health utility scores, self-perceived COPD severity, and EQ-5D-3L utility scores was analyzed, with data stratified according to disease severity and comorbidity subgroups.

Results: The COPD health utility score had face validity, with utility scores negatively correlated with patients' self-perceived COPD severity. The correlation between the COPD health utility scores and EQ-5D-3L values was only moderate. While patient EQ-5D-3L scores were impacted by comorbidities, the COPD health utility score was less impacted by comorbid conditions.

Conclusions: Our COPD utility measure, derived from a DCE, provides a patient-centered health utility score and is more sensitive to the COPD health of the individual and less sensitive to other comorbidities. This disease-specific instrument should be considered alongside generic health-related quality of life instruments when valuing new COPD therapies in submissions to licensing and reimbursement agencies.

目的:传统上,患者对卫生技术评估 (HTA) 的意见都是定性的,但现在人们越来越有兴趣将患者偏好研究的定量证据纳入 HTA 决策。偏好数据可用于生成特定疾病的健康效用数据。我们为慢性阻塞性肺病(COPD)患者生成了健康效用评分,并考虑将其用于 HTAs:方法:根据定性研究,确定了六种对慢性阻塞性肺病患者很重要的症状:气短、病情加重、慢性咳嗽、粘液分泌、睡眠障碍和尿失禁。我们采用离散选择实验(DCE)和随机参数逻辑回归技术来估算所有 COPD 健康状况的效用分数。我们分析了患者的 COPD 健康效用得分、自我感觉的 COPD 严重程度和 EQ-5D-3L 效用得分之间的关系,并根据疾病严重程度和合并症亚组对数据进行了分层:结果:慢性阻塞性肺病健康效用评分具有表面效度,效用评分与患者自我感觉的慢性阻塞性肺病严重程度呈负相关。慢性阻塞性肺病健康效用评分与 EQ-5D-3L 值之间的相关性仅为中等。患者的 EQ-5D-3L 分数受合并症的影响较大,而慢性阻塞性肺病健康效用分数受合并症的影响较小:结论:我们的慢性阻塞性肺疾病效用测量方法源自 DCE,提供了以患者为中心的健康效用评分,对慢性阻塞性肺疾病患者的健康状况更为敏感,而对其他合并症的敏感度较低。在向许可和报销机构提交慢性阻塞性肺疾病新疗法的评估报告时,应将这种疾病特异性工具与通用的健康相关生活质量工具一并考虑。
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引用次数: 0
A situational and stakeholder analysis of health technology assessment in Zimbabwe. 对津巴布韦卫生技术评估的形势和利益相关者分析。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-04-29 DOI: 10.1017/S0266462324000266
Blessing Dzingirai, Prudence Dambiko, Celia Matyanga, Pinky Manyau, Dexter Tagwireyi, Maarten J Postma, Nyashadzaishe Mafirakureva, Marinus van Hulst

Objectives: Systematic priority setting is necessary for achieving high-quality healthcare using limited resources in low- and middle-income countries. Health technology assessment (HTA) is a tool that can be used for systematic priority setting. The objective of this study was to conduct a stakeholder and situational analysis of HTA in Zimbabwe.

Methods: We identified and analyzed stakeholders using the International Decision Support Initiative checklist. The identified stakeholders were invited to an HTA workshop convened at the University of Zimbabwe. We used an existing HTA situational analysis questionnaire to ask for participants' views on the need, demand, and supply of HTA. A follow-up survey was done among representatives of stakeholder organizations that failed to attend the workshop. We reviewed two health policy documents relevant to the HTA. Qualitative data from the survey and document review were analyzed using thematic analysis.

Results: Forty-eight organizations were identified as stakeholders for HTA in Zimbabwe. A total of 41 respondents from these stakeholder organizations participated in the survey. Respondents highlighted that the HTA was needed for transparent decision making. The demand for HTA-related evidence was high except for the health economic and ethics dimensions, perhaps reflecting a lack of awareness. Ministry of Health was listed as a major supplier of HTA data.

Conclusions: There is no formal HTA agency in the Zimbabwe healthcare system. Various institutions make decisions on prioritization, procurement, and coverage of health services. The activities undertaken by these organizations provide context for the institutionalization of HTA in Zimbabwe.

目标:在低收入和中等收入国家,要利用有限的资源实现高质量的医疗保健,就必须系统地确定优先事项。卫生技术评估 (HTA) 是一种可用于系统性确定优先事项的工具。本研究的目的是对津巴布韦的 HTA 进行利益相关者和形势分析:方法:我们使用国际决策支持计划清单确定并分析了利益相关者。我们邀请已确定的利益相关者参加在津巴布韦大学召开的 HTA 研讨会。我们使用现有的 HTA 形势分析问卷,询问与会者对 HTA 需求、需求和供应的看法。我们还对未能参加研讨会的利益相关组织代表进行了后续调查。我们审查了两份与 HTA 相关的卫生政策文件。我们采用主题分析法对调查和文件审查中的定性数据进行了分析:结果:48 个组织被确定为津巴布韦 HTA 的利益相关者。来自这些利益相关组织的 41 名受访者参与了调查。受访者强调,透明的决策需要 HTA。对 HTA 相关证据的需求很高,但卫生经济和伦理方面的需求除外,这或许反映了人们缺乏这方面的意识。卫生部被列为 HTA 数据的主要提供者:津巴布韦医疗系统中没有正式的 HTA 机构。各种机构负责决定医疗服务的优先次序、采购和覆盖范围。这些机构开展的活动为津巴布韦的 HTA 制度化提供了背景。
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引用次数: 0
ASSESSING MEDICAL DEVICES: A QUALITATIVE STUDY FROM THE VALIDATE PERSPECTIVE. 评估医疗设备:从验证的角度进行定性研究。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-04-24 DOI: 10.1017/S0266462324000254
B. Bloemen, W. Oortwijn
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引用次数: 0
Value-based payment for high-cost treatments in Singapore: a qualitative study of stakeholders' perspectives. 新加坡以价值为基础的高成本治疗支付:对利益相关者观点的定性研究。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-04-17 DOI: 10.1017/S0266462324000217
Diana (Dana) Bayani, H. Wee
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引用次数: 0
Application of natural language processing to predict final recommendation of Brazilian health technology assessment reports 应用自然语言处理技术预测巴西卫生技术评估报告的最终建议
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-04-12 DOI: 10.1017/s0266462324000163
Marilia Mastrocolla de Almeida Cardoso, Juliana Machado-Rugolo, Lehana Thabane, Naila Camila da Rocha, Abner Mácula Pacheco Barbosa, Denis Satoshi Komoda, Juliana Tereza Coneglian de Almeida, Daniel da Silva Pereira Curado, Silke Anna Theresa Weber, Luis Gustavo Modelli de Andrade
Introduction Health technology assessment (HTA) plays a vital role in healthcare decision-making globally, necessitating the identification of key factors impacting evaluation outcomes due to the significant workload faced by HTA agencies. Objectives The aim of this study was to predict the approval status of evaluations conducted by the Brazilian Committee for Health Technology Incorporation (CONITEC) using natural language processing (NLP). Methods Data encompassing CONITEC’s official report summaries from 2012 to 2022. Textual data was tokenized for NLP analysis. Least Absolute Shrinkage and Selection Operator, logistic regression, support vector machine, random forest, neural network, and extreme gradient boosting (XGBoost), were evaluated for accuracy, area under the receiver operating characteristic curve (ROC AUC) score, precision, and recall. Cluster analysis using the k-modes algorithm categorized entries into two clusters (approved, rejected). Results The neural network model exhibited the highest accuracy metrics (precision at 0.815, accuracy at 0.769, ROC AUC at 0.871, and recall at 0.746), followed by XGBoost model. The lexical analysis uncovered linguistic markers, like references to international HTA agencies’ experiences and government as demandant, potentially influencing CONITEC’s decisions. Cluster and XGBoost analyses emphasized that approved evaluations mainly concerned drug assessments, often government-initiated, while non-approved ones frequently evaluated drugs, with the industry as the requester. Conclusions NLP model can predict health technology incorporation outcomes, opening avenues for future research using HTA reports from other agencies. This model has the potential to enhance HTA system efficiency by offering initial insights and decision-making criteria, thereby benefiting healthcare experts.
引言 卫生技术评估(HTA)在全球医疗决策中发挥着至关重要的作用,由于卫生技术评估机构面临着巨大的工作量,因此有必要找出影响评估结果的关键因素。本研究旨在利用自然语言处理(NLP)技术预测巴西卫生技术整合委员会(CONITEC)所做评估的批准状态。方法 数据涵盖 2012 年至 2022 年 CONITEC 的官方报告摘要。对文本数据进行标记化处理,以便进行 NLP 分析。对最小绝对收缩和选择运算器、逻辑回归、支持向量机、随机森林、神经网络和极梯度提升(XGBoost)进行了准确性、接收者工作特征曲线下面积(ROC AUC)得分、精确度和召回率评估。使用 k 模式算法进行的聚类分析将条目分为两类(批准、拒绝)。结果 神经网络模型的准确度指标最高(精确度为 0.815,准确度为 0.769,ROC AUC 为 0.871,召回率为 0.746),其次是 XGBoost 模型。词汇分析发现了一些语言标记,如提及国际 HTA 机构的经验和政府作为需求方,这些标记可能会影响 CONITEC 的决策。聚类分析和 XGBoost 分析强调,已获批准的评估主要涉及药物评估,通常由政府发起,而未获批准的评估则经常评估药物,由行业作为需求方。结论 NLP 模型可以预测卫生技术纳入的结果,为今后利用其他机构的 HTA 报告开展研究开辟了道路。该模型有可能通过提供初步见解和决策标准来提高 HTA 系统的效率,从而使医疗专家受益。
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引用次数: 0
Health Technology Assessment in Traditional and Complementary Medicine: a Scoping Review of International Activity and Examples of Acupuncture. 传统与补充医学中的卫生技术评估:国际活动范围界定综述与针灸实例。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-04-05 DOI: 10.1017/S0266462324000151
Dan-Dan Ai, Bin-Yan Sui, Cheng-A-Xin Duan, Qian Xu, Kun Zhao
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引用次数: 0
Design of a Multiple Criteria Decision Analysis Framework for Prioritizing High-Impact Health Technologies in a Regional Health Service. 设计一个多标准决策分析框架,以确定地区卫生服务机构中高影响力卫生技术的优先次序。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-04-05 DOI: 10.1017/S0266462324000205
F. Sánchez-Martínez, J. Abellan-Perpiñan, J. Martínez-Pérez, Jorge-Luis Gómez-Torres
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引用次数: 0
A health technology assessment of personalized nutrition interventions using the EUnetHTA HTA Core Model. 使用 EUnetHTA HTA 核心模型对个性化营养干预措施进行卫生技术评估。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-03-06 DOI: 10.1017/S0266462324000060
Milanne Maria Johanna Galekop, Josep Maria Del Bas, Philip C Calder, Carin A Uyl-De Groot, William Ken Redekop

Objectives: Poor nutrition links to chronic diseases, emphasizing the need for optimized diets. The EU-funded project PREVENTOMICS, introduced personalized nutrition to address this. This study aims to perform a health technology assessment (HTA) comparing personalized nutrition interventions developed through this project, with non-personalized nutrition interventions (control) for people with normal weight, overweight, or obesity. The goal is to support decisions about further development and implementation of personalized nutrition.

Methods: The PREVENTOMICS interventions were evaluated using the European Network for HTA Core Model, which includes a methodological framework that encompasses different domains for value assessment. Information was gathered via [1] different statistical analyses and modeling studies, [2] questions asked of project partners and, [3] other (un)published materials.

Results: Clinical trials of PREVENTOMICS interventions demonstrated different body mass index changes compared to control; differences ranged from -0.80 to 0.20 kg/m2. Long-term outcome predictions showed generally improved health outcomes for the interventions; some appeared cost-effective (e.g., interventions in UK). Ethical concerns around health inequality and the lack of specific legal regulations for personalized nutrition interventions were identified. Choice modeling studies indicated openness to personalized nutrition interventions; decisions were primarily affected by intervention's price.

Conclusions: PREVENTOMICS clinical trials have shown promising effectiveness with no major safety concerns, although uncertainties about effectiveness exist due to small samples (n=60-264) and short follow-ups (10-16 weeks). Larger, longer trials are needed for robust evidence before implementation could be considered. Among other considerations, developers should explore financing options and collaborate with policymakers to prevent exclusion of specific groups due to information shortages.

目标:营养不良与慢性疾病有关,强调优化饮食的必要性。欧盟资助的 PREVENTOMICS 项目引入了个性化营养来解决这一问题。本研究旨在对通过该项目开发的个性化营养干预措施与非个性化营养干预措施(对照组)进行健康技术评估(HTA),对体重正常、超重或肥胖人群进行比较。目的是为进一步开发和实施个性化营养提供决策支持:方法:使用欧洲 HTA 核心模型网络对 PREVENTOMICS 干预措施进行评估,该模型包括一个方法框架,涵盖价值评估的不同领域。通过以下途径收集信息:[1] 不同的统计分析和建模研究;[2] 向项目合作伙伴提出的问题;[3] 其他(未)公布的资料:结果:PREVENTOMICS 干预措施的临床试验表明,与对照组相比,身体质量指数的变化各不相同;差异从-0.80 到 0.20 kg/m2 不等。长期结果预测显示,干预措施的健康结果普遍有所改善;有些干预措施似乎具有成本效益(如英国的干预措施)。与健康不平等有关的伦理问题以及个性化营养干预措施缺乏具体的法律规定也得到了确认。选择模型研究表明,人们对个性化营养干预持开放态度;决策主要受干预价格的影响:PREVENTOMICS临床试验显示了良好的效果,没有重大的安全问题,但由于样本较少(n=60-264)和随访时间较短(10-16周),效果还存在不确定性。在考虑实施之前,需要进行更大、更长时间的试验,以获得可靠的证据。除其他考虑因素外,开发人员还应探索融资方案,并与政策制定者合作,防止因信息不足而将特定群体排除在外。
{"title":"A health technology assessment of personalized nutrition interventions using the EUnetHTA HTA Core Model.","authors":"Milanne Maria Johanna Galekop, Josep Maria Del Bas, Philip C Calder, Carin A Uyl-De Groot, William Ken Redekop","doi":"10.1017/S0266462324000060","DOIUrl":"10.1017/S0266462324000060","url":null,"abstract":"<p><strong>Objectives: </strong>Poor nutrition links to chronic diseases, emphasizing the need for optimized diets. The EU-funded project PREVENTOMICS, introduced personalized nutrition to address this. This study aims to perform a health technology assessment (HTA) comparing personalized nutrition interventions developed through this project, with non-personalized nutrition interventions (control) for people with normal weight, overweight, or obesity. The goal is to support decisions about further development and implementation of personalized nutrition.</p><p><strong>Methods: </strong>The PREVENTOMICS interventions were evaluated using the European Network for HTA Core Model, which includes a methodological framework that encompasses different domains for value assessment. Information was gathered via [1] different statistical analyses and modeling studies, [2] questions asked of project partners and, [3] other (un)published materials.</p><p><strong>Results: </strong>Clinical trials of PREVENTOMICS interventions demonstrated different body mass index changes compared to control; differences ranged from -0.80 to 0.20 kg/m<sup>2</sup>. Long-term outcome predictions showed generally improved health outcomes for the interventions; some appeared cost-effective (e.g., interventions in UK). Ethical concerns around health inequality and the lack of specific legal regulations for personalized nutrition interventions were identified. Choice modeling studies indicated openness to personalized nutrition interventions; decisions were primarily affected by intervention's price.</p><p><strong>Conclusions: </strong>PREVENTOMICS clinical trials have shown promising effectiveness with no major safety concerns, although uncertainties about effectiveness exist due to small samples (n=60-264) and short follow-ups (10-16 weeks). Larger, longer trials are needed for robust evidence before implementation could be considered. Among other considerations, developers should explore financing options and collaborate with policymakers to prevent exclusion of specific groups due to information shortages.</p>","PeriodicalId":14467,"journal":{"name":"International Journal of Technology Assessment in Health Care","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140039322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
HTA community perspectives on the use of patient preference information: lessons learned from a survey with members of HTA bodies. HTA 团体对使用患者偏好信息的看法:从对 HTA 机构成员的调查中汲取的教训》。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-03-05 DOI: 10.1017/S0266462324000138
Mickael Hiligsmann, Barry Liden, Charlotte Beaudart, Evi Germeni, Alissa Hanna, Maya Joshi, Catherine P Koola, Barry Stein, Mandy Tonkinson, Deborah Marshall, Simon Fifer

This research sought to assess whether and how patient preference (PP) data are currently used within health technology assessment (HTA) bodies and affiliated organizations involved in technology/drug appraisals and assessments. An exploratory survey was developed by the PP Project Subcommittee of the HTA International Patient and Citizen Involvement Interest Group to gain insight into the use, impact, and role of PP data in HTA, as well as the perceived barriers to its incorporation. Forty members of HTA bodies and affiliated organizations from twelve countries completed the online survey. PP data were reported to be formally considered as part of the HTA evidence review process by 82.5 percent of the respondents, while 39.4 percent reported that most of the appraisals and assessments within their organization in the past year had submitted PP data. The leading reason for why PP data were not submitted in most assessments was time/resource constraints followed by lack of clarity on PP data impact. Participants reported that PP data had a moderate level of influence on the deliberative process and outcome of the decision, but a higher level of influence on the decision's quality. Most (81.8 percent) felt patient advocacy groups should be primarily responsible for generating and submitting this type of evidence. Insights from the survey confirm the use of PP data in HTA but reveal barriers to its broader and more meaningful integration. Encouragingly, participants believe obstacles can be overcome, paving the way for a second phase of research involving in-depth collaborative workshops with HTA representatives.

本研究旨在评估患者偏好(PP)数据目前是否以及如何在卫生技术评估(HTA)机构和参与技术/药物鉴定与评估的附属组织中使用。国际患者和公民参与兴趣小组(HTA International Patient and Citizen Involvement Interest Group)的患者偏好项目小组委员会(PP Project Subcommittee)制定了一项探索性调查,以深入了解患者偏好数据在 HTA 中的使用情况、影响和作用,以及纳入患者偏好数据的障碍。来自 12 个国家的 40 名 HTA 机构和附属组织成员完成了在线调查。据82.5%的受访者称,作为HTA证据审查流程的一部分,PP数据得到了正式考虑,而39.4%的受访者称,在过去一年中,其组织内的大部分鉴定和评估都提交了PP数据。大多数评估未提交参与计划数据的主要原因是时间/资源限制,其次是参与计划数据的影响不明确。与会者报告说,参与计划数据对审议过程和决策结果的影响程度一般,但对决策质量的影响程度较高。大多数人(81.8%)认为患者权益组织应主要负责生成和提交此类证据。调查结果表明,患者权益数据在 HTA 中的使用得到了证实,但也揭示了在更广泛、更有意义地整合患者权益数据方面存在的障碍。令人鼓舞的是,参与者认为障碍是可以克服的,这为第二阶段的研究铺平了道路,第二阶段的研究包括与 HTA 代表进行深入的合作研讨会。
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引用次数: 0
The cost-effectiveness of germline BRCA testing-guided olaparib treatment in metastatic castration resistant prostate cancer. 生殖系 BRCA 检测指导下的奥拉帕尼治疗转移性去势抵抗性前列腺癌的成本效益。
IF 3.2 4区 医学 Q2 Medicine Pub Date : 2024-03-05 DOI: 10.1017/S0266462324000011
Srinivas Teppala, Paul A Scuffham, Haitham Tuffaha

Background: Olaparib targets the DNA repair pathways and has revolutionized the management of metastatic castration resistant prostate cancer (mCRPC). Treatment with the drug should be guided by genetic testing; however, published economic evaluations did not consider olaparib and genetic testing as codependent technologies. This study aims to assess the cost-effectiveness of BRCA germline testing to inform olaparib treatment in mCRPC.

Methods: We conducted a cost-utility analysis of germline BRCA testing-guided olaparib treatment compared to standard care without testing from an Australian health payer perspective. The analysis applied a decision tree to indicate the germline testing or no testing strategy. A Markov multi-state transition approach was used for patients within each strategy. The model had a time horizon of 5 years. Costs and outcomes were discounted at an annual rate of 5 percent. Decision uncertainty was characterized using probabilistic and scenario analyses.

Results: Compared to standard care, BRCA testing-guided olaparib treatment was associated with an incremental cost of AU$7,841 and a gain of 0.06 quality-adjusted life-years (QALYs). The incremental cost-effectiveness ratio (ICER) was AU$143,613 per QALY. The probability of BRCA testing-guided treatment being cost effective at a willingness-to-pay threshold of AU$100,000 per QALY was around 2 percent; however, the likelihood for cost-effectiveness increased to 66 percent if the price of olaparib was reduced by 30 percent.

Conclusion: This is the first study to evaluate germline genetic testing and olaparib treatment as codependent technologies in mCRPC. Genetic testing-guided olaparib treatment may be cost-effective with significant discounts on olaparib pricing.

背景:奥拉帕利(Olaparib)以DNA修复途径为靶点,彻底改变了转移性去势抵抗性前列腺癌(mCRPC)的治疗方法。该药物的治疗应在基因检测的指导下进行;然而,已发表的经济评估并未将奥拉帕利和基因检测视为相互依赖的技术。本研究旨在评估 BRCA 基因检测的成本效益,为 mCRPC 的奥拉帕利治疗提供依据:我们从澳大利亚医疗支付方的角度出发,对BRCA种系检测指导下的奥拉帕尼治疗与未进行检测的标准治疗进行了成本效用分析。该分析采用决策树来确定是否进行种系检测。对每种策略下的患者采用马尔可夫多态转换方法。模型的时间跨度为 5 年。成本和结果按 5% 的年贴现率折现。决策的不确定性采用概率分析和情景分析:与标准治疗相比,BRCA检测指导下的奥拉帕利治疗的增量成本为7841澳元,质量调整生命年(QALYs)收益为0.06。增量成本效益比 (ICER) 为每 QALY 143,613 澳元。在每QALY 100,000澳元的支付意愿阈值下,BRCA检测指导下的治疗具有成本效益的概率约为2%;但是,如果奥拉帕利的价格降低30%,则具有成本效益的可能性增加到66%:这是第一项将种系基因检测和奥拉帕利治疗作为相互依赖的技术对mCRPC进行评估的研究。基因检测指导下的奥拉帕利治疗在奥拉帕利定价大幅折扣的情况下可能具有成本效益。
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引用次数: 0
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International Journal of Technology Assessment in Health Care
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