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Call for Papers: The Inflation Reduction Act and Its Impact on Innovation, Access, and Affordability. 征文:通货膨胀减少法案及其对创新、获取和负担能力的影响。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-12-07 DOI: 10.1007/s43441-024-00721-7
Gregory Daniel
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引用次数: 0
Leveraging Real-World Data in Safety Signal Assessment. 在安全信号评估中利用真实世界数据。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-06 DOI: 10.1007/s43441-024-00682-x
Vaishali Patadia, Katrin Manlik, Geoffrey Gipson, Jenna C Willis, Ruth Namuyinga, Rachel McDermott, Anita Shaw, Mary K Miller, Julius Asubonteng, Negar Golchin, Stephanie von Klot

Purpose: TransCelerate BioPharma surveyed its member biopharmaceutical companies to understand current practices and identify opportunities to complement safety signal assessment with rapid real-world data (RWD) analysis.

Methods: A voluntary 30-question questionnaire regarding the use of RWD in safety signal assessment was disseminated to subject matter experts at all TransCelerate member companies in July 2022. Responses were blinded, aggregated, summarized, and presented.

Results: Eighteen of 20 member companies provided responses to the questionnaire. Sixteen (89%) companies reported actively leveraging RWD in their signal assessment processes. Of 18 respondent companies, 8 (44%) routinely use rapid approaches to RWD analysis, 7 (39%) utilize rapid RWD analysis non-routinely or in a pilot setting, 2 (11%) are considering using rapid RWD analysis, and 1 (6%) has no plans to use rapid RWD analysis for their signal assessment. Most companies reported that RWD adds context to and improves quality of signal assessments. To conduct RWD analysis for signal assessment, 16 of 17 (94%) respondent companies utilize or plan to utilize internally available data, 8 (47%) utilize both internal and external data, and 3 (18%) utilize data networks. Respondents identified key challenges to rapidly performing RWD analyses, including data access/availability, time for analysis execution, and uncertainties regarding acceptance of minimal or non-protocolized approaches by health authorities.

Conclusion: Biopharmaceutical companies reported that they see value in the use of rapid RWD analyses for complementing signal assessments. Future work is recommended to offer a framework and process for use of rapid use of RWD analyses in signal assessment.

目的:TransCelerate BioPharma 对其成员生物制药公司进行了调查,以了解当前的做法,并确定利用快速真实世界数据(RWD)分析对安全信号评估进行补充的机会:2022 年 7 月,我们向 TransCelerate 所有成员公司的主题专家分发了一份有关在安全信号评估中使用 RWD 的 30 个问题的自愿问卷。调查结果:20 家成员公司中有 18 家提供了答复:20 家成员公司中有 18 家对问卷进行了回复。16家公司(89%)表示在信号评估流程中积极利用了 RWD。在 18 家受访公司中,8 家公司(44%)例行使用快速 RWD 分析方法,7 家公司(39%)非例行或在试点环境中使用快速 RWD 分析方法,2 家公司(11%)正在考虑使用快速 RWD 分析方法,1 家公司(6%)没有计划在信号评估中使用快速 RWD 分析方法。大多数公司报告说,RWD 增加了信号评估的背景,提高了信号评估的质量。为进行信号评估的 RWD 分析,17 家受访公司中有 16 家(94%)利用或计划利用内部可用数据,8 家(47%)利用内部和外部数据,3 家(18%)利用数据网络。受访者指出了快速执行 RWD 分析所面临的主要挑战,包括数据访问/可用性、执行分析所需的时间,以及卫生当局是否接受最小化或非协议化方法的不确定性:生物制药公司表示,他们认为使用快速 RWD 分析对信号评估具有补充价值。建议今后开展工作,为在信号评估中快速使用 RWD 分析提供框架和流程。
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引用次数: 0
Using a Quality Management System and Risk-based Approach in Observational Studies to Obtain Robust Real-World Evidence. 在观察性研究中使用质量管理系统和基于风险的方法,以获得可靠的现实世界证据。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-09-03 DOI: 10.1007/s43441-024-00695-6
Reo Tanoshima, Naoko Inagaki, Manabu Nitta, Soichiro Sue, Sayuri Shimizu, Tatsuya Haze, Kotaro Senuki, Chihiro Sano, Hajime Takase, Makoto Kaneko, Akito Nozaki, Kozo Okada, Kohei Ohyama, Atsushi Kawaguchi, Yusuke Kobayashi, Hideki Oi, Shin Maeda, Yuichiro Yano, Yuji Kumagai, Etsuko Miyagi

The results of observational studies using real-world data, known as real-world evidence, have gradually started to be used in drug development and decision-making by policymakers. A good quality management system-a comprehensive system of process, data, and documentation to ensure quality-is important in obtaining real-world evidence. A risk-based approach is a common quality management system used in interventional studies. We used a quality management system and risk-based approach in an observational study on a designated intractable disease. Our multidisciplinary team assessed the risks of the real-world data study comprehensively and systematically. When using real-world data and evidence to support regulatory decisions, both the quality of the database and the validity of the outcome are important. We followed the seven steps of the risk-based approach for both database selection and research planning. We scored the risk of two candidate databases and chose the Japanese National Database of designated intractable diseases for this study. We also conducted a quantitative assessment of risks associated with research planning. After prioritizing the risks, we revised the research plan and outcomes to reflect the risk-based approach. We concluded that implementing a risk-based approach is feasible for an observational study using real-world data. Evaluating both database selection and research planning is important. A risk-based approach can be essential to obtain robust real-world evidence.

使用真实世界数据进行观察研究的结果被称为真实世界证据,已逐渐开始用于药物开发和决策者的决策。一个良好的质量管理系统--确保质量的流程、数据和文件的综合系统--对于获得真实世界证据非常重要。基于风险的方法是介入研究中常用的质量管理系统。我们在一项针对指定难治性疾病的观察性研究中使用了质量管理系统和基于风险的方法。我们的多学科团队全面系统地评估了真实世界数据研究的风险。在使用真实世界数据和证据支持监管决策时,数据库的质量和结果的有效性都很重要。我们按照基于风险的方法的七个步骤进行数据库选择和研究规划。我们对两个候选数据库进行了风险评分,并选择日本国家指定难治性疾病数据库作为本研究的数据库。我们还对与研究规划相关的风险进行了量化评估。在对风险进行优先排序后,我们修订了研究计划和成果,以反映基于风险的方法。我们的结论是,对于使用真实世界数据的观察性研究来说,实施基于风险的方法是可行的。对数据库选择和研究计划进行评估非常重要。基于风险的方法对于获得可靠的真实世界证据至关重要。
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引用次数: 0
Assessment of the State of Pharmacovigilance in Secondary Hospitals in the Federal Capital Territory of Nigeria, Using WHO Pharmacovigilance Indicators. 使用世界卫生组织药物警戒指标评估尼日利亚联邦首都地区二级医院的药物警戒状况。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-09-24 DOI: 10.1007/s43441-024-00703-9
Augustus Chukwuebuka Ezeodimegwu, Francis Chibuike Iloabuchi, Ifunanya Mary-Ann Onyia, Cynthia Chidubem Eze, Gabriel Ezenri, Princess Chidimma Onyekwuo, Chukwuebuka Vincent Ihemegbulam, Abdulmuminu Isah

Background: The importance of pharmacovigilance (PV) in ensuring drug safety, especially in the detection and prevention of adverse drug reactions (ADRs) is critical. However, PV activities in Nigeria still face many challenges, such as very low spontaneous reporting rates, and inadequate training and funding. This study assessed the state of pharmacovigilance in the federal capital territory of Nigeria (FCT), using WHO pharmacovigilance indicators.

Methods: A cross-sectional questionnaire-based survey was carried out among secondary healthcare facilities in the FCT. The WHO Pharmacovigilance Indicators Questionnaire, which consists of the structural, process and outcome measures, was used to collect data from the focal person for pharmacovigilance at all the consenting facilities. Descriptive statistics were used to summarize all variables. Ethical approval was obtained from the Ethics Review Committee of the FCT development authority.

Results: Of the 14 secondary healthcare facilities in the FCT, 11 agreed to the study (response rate = 84.6%). Among the respondents, 4 (36.4%) were females, and 2 (18.2%) had 9 years of experience in pharmacovigilance. For the core structural indicators, 7 (63.6%) of the facilities had a pharmacovigilance center while only 4 (36.4%) had a copy of the Nigerian pharmacovigilance policy. Regarding financial provisions, 10 (90.9%) hospitals reported that there was no regular financial provision for the center while 10 (90.9%) centers had a standard adverse drug reaction reporting form. For the core process indicators, the mean ± SD of the nine core process indicators ranged from 0.9 ± 3.0 to 75.6 ± 38.6 and the total number of reports in the local database, therapeutic ineffectiveness, and medication error were limited.

Conclusion: The assessment of pharmacovigilance activities in the Federal Capital Territory of Nigeria revealed significant gaps in infrastructure, financial support, and process implementation. Despite the presence of pharmacovigilance centers in the majority of facilities, the lack of consistent financial support and limited adherence to core process indicators highlight the need for enhanced training, resources, and policy enforcement to improve ADR reporting and overall drug safety monitoring. Strengthening these areas is crucial for advancing pharmacovigilance practices and ensuring patient safety in Nigeria.

背景:药物警戒 (PV) 在确保药物安全,特别是在检测和预防药物不良反应 (ADR) 方面至关重要。然而,尼日利亚的药物警戒活动仍面临许多挑战,如自发报告率非常低、培训和资金不足等。本研究采用世界卫生组织的药物警戒指标,对尼日利亚联邦首都区(FCT)的药物警戒状况进行了评估:方法:在联邦首都区的二级医疗机构中开展了一项横向问卷调查。世卫组织药物警戒指标调查表包括结构、过程和结果三方面的衡量指标,调查表用于向所有同意调查的医疗机构的药物警戒协调人收集数据。所有变量均采用描述性统计方法进行总结。研究结果已获得联邦首都直辖区发展局伦理审查委员会的伦理批准:在联邦首都直辖区的 14 家二级医疗机构中,有 11 家同意参与研究(回复率 = 84.6%)。受访者中有 4 位女性(占 36.4%),2 位(占 18.2%)拥有 9 年药物警戒经验。在核心结构指标方面,7 家机构(63.6%)设有药物警戒中心,只有 4 家机构(36.4%)拥有尼日利亚药物警戒政策。在财政拨款方面,10 家(90.9%)医院表示没有为中心提供定期财政拨款,而 10 家(90.9%)中心拥有标准的药物不良反应报告表。在核心流程指标方面,9项核心流程指标的平均值(±SD)从0.9±3.0到75.6±38.6不等,本地数据库中的报告总数、治疗无效和用药错误的报告数量有限:对尼日利亚联邦首都区药物警戒活动的评估显示,该地区在基础设施、财政支持和流程实施方面存在巨大差距。尽管大多数机构都设有药物警戒中心,但由于缺乏持续的财政支持以及对核心流程指标的遵守有限,突出表明需要加强培训、资源和政策执行,以改善药物不良反应报告和整体药物安全监测。加强这些方面的工作对于尼日利亚推进药物警戒实践和确保患者安全至关重要。
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引用次数: 0
Tips for Accelerating BOIN Design. 加速 BOIN 设计的技巧。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-23 DOI: 10.1007/s43441-024-00692-9
Masahiro Kojima, Wu Wende, Henry Zhao

During discussions at the Data Science Roundtable meeting in Japan, there were instances where the adoption of the BOIN design was declined, attributed to the extension of study duration and increased sample size in comparison to the 3 + 3 design. We introduce an accelerated BOIN design aimed at completing a clinical phase I trial at a pace comparable to the 3 + 3 design. Additionally, we introduce how we could have applied the BOIN design within our company, which predominantly utilized the 3 + 3 design for most of its clinical oncology dose escalation trials. The accelerated BOIN design is adaptable by using efficiently designated stopping criterion for the existing BOIN framework. Our approach is to terminate the dose escalation study if the number of evaluable patients treated at the current dose reaches 6 and the decision is to stay at the current dose for the next cohort of patients. In addition, for lower dosage levels, considering a cohort size smaller than 3 may be feasible when there are no safety concerns from non-clinical studies. We demonstrate the accelerated BOIN design using a case study and subsequently evaluate the performance of our proposed design through a simulation study. In the simulation study, the average difference in the percentage of correct MTD selection between the accelerated BOIN design and the standard BOIN design was - 2.43%, the average study duration and the average sample size of the accelerated BOIN design was reduced by 14.8 months and 9.22, respectively, compared with the standard BOIN design.

在日本举行的数据科学圆桌会议的讨论中,有人拒绝采用 BOIN 设计,原因是与 3 + 3 设计相比,研究时间延长,样本量增加。我们介绍了一种加速 BOIN 设计,旨在以与 3+3 设计相当的速度完成临床 I 期试验。此外,我们还介绍了如何在我们公司内部应用 BOIN 设计,我们公司的大部分临床肿瘤学剂量递增试验主要采用 3 + 3 设计。通过在现有的 BOIN 框架中使用有效的指定停止标准,加速 BOIN 设计是可以调整的。我们的方法是,如果在当前剂量下接受治疗的可评估患者人数达到 6 人,则终止剂量升级研究,并决定在下一批患者中继续使用当前剂量。此外,对于低剂量水平,如果非临床研究不存在安全性问题,考虑小于 3 人的队列规模也是可行的。我们通过案例研究展示了加速 BOIN 设计,并随后通过模拟研究评估了我们提出的设计的性能。在模拟研究中,加速 BOIN 设计与标准 BOIN 设计的 MTD 选择正确率平均相差 - 2.43%,与标准 BOIN 设计相比,加速 BOIN 设计的平均研究时间和平均样本量分别缩短了 14.8 个月和 9.22 个月。
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引用次数: 0
On the Application of Artificial Intelligence/Machine Learning (AI/ML) in Late-Stage Clinical Development. 论人工智能/机器学习(AI/ML)在后期临床开发中的应用。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-21 DOI: 10.1007/s43441-024-00689-4
Karl Köchert, Tim Friede, Michael Kunz, Herbert Pang, Yijie Zhou, Elena Rantou

Whereas AI/ML methods were considered experimental tools in clinical development for some time, nowadays they are widely available. However, stakeholders in the health care industry still need to answer the question which role these methods can realistically play and what standards should be adhered to. Clinical research in late-stage clinical development has particular requirements in terms of robustness, transparency and traceability. These standards should also be adhered to when applying AI/ML methods. Currently there is some formal regulatory guidance available, but this is more directed at settings where a device or medical software is investigated. Here we focus on the application of AI/ML methods in late-stage clinical drug development, i.e. in a setting where currently less guidance is available. This is done via first summarizing available regulatory guidance and work done by regulatory statisticians followed by the presentation of an industry application where the influence of extensive sets of baseline characteristics on the treatment effect can be investigated by applying ML-methods in a standardized manner with intuitive graphical displays leveraging explainable AI methods. The paper aims at stimulating discussions on the role such analyses can play in general rather than advocating for a particular AI/ML-method or indication where such methods could be meaningful.

人工智能/ML 方法在一段时间内被认为是临床开发中的实验工具,而如今它们已被广泛使用。然而,医疗保健行业的利益相关者仍需要回答这些方法究竟能发挥什么作用,以及应遵守哪些标准。后期临床开发阶段的临床研究在稳健性、透明度和可追溯性方面有特殊要求。在应用人工智能/ML 方法时也应遵守这些标准。目前有一些正式的监管指南,但更多是针对设备或医疗软件的研究环境。在此,我们将重点关注人工智能/ML 方法在临床药物开发后期的应用,即在目前指导较少的情况下的应用。为此,我们首先总结了现有的监管指南和监管统计人员所做的工作,然后介绍了一个行业应用案例,在该案例中,可以通过标准化的方式应用 ML 方法,并利用可解释的人工智能方法进行直观的图形显示,从而研究大量基线特征集对治疗效果的影响。本文旨在激发对此类分析所能发挥的一般作用的讨论,而不是提倡使用某种特定的人工智能/ML 方法或此类方法可能有意义的适应症。
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引用次数: 0
Current Application of the Medical Device Single Audit Program (MDSAP) as a Global Regulatory Reliance Framework for the Inspection of Medical Devices. 医疗器械单一审核计划 (MDSAP) 作为医疗器械检查的全球监管依赖框架的当前应用。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-30 DOI: 10.1007/s43441-024-00696-5
Kenichi Ishibashi, Masuo Kondoh, Tetsuya Kusakabe

The globalization and rapid advancements in medical technologies necessitate the harmonization of international regulatory frameworks to ensure the efficient and timely clinical application of medical products, including pharmaceuticals and medical devices. Regulatory reliance, a critical component of this harmonization process, is a powerful tool that provides efficient access for economic entities and regulatory authorities, promoting predictable decision-making and accelerating approvals. The Medical Device Single Audit Program (MDSAP) serves as a regulatory reliance framework for medical device inspections. Implemented by countries including Japan, the United States, Canada, Australia, and Brazil, MDSAP allows third-party certification bodies, recognized by these regulatory authorities, to conduct audits on medical device manufacturers. The outcomes of these audits are shared with the regulatory authorities, who use them for regulatory assessments and decision-making. Since transitioning to its implementation phase in 2017, MDSAP has been widely utilized in various countries. This review provides an overview of the adoption and utilization of MDSAP in major countries, exploring the program's impact on regulatory processes and its potential as a method of regulatory reliance to facilitate timely access to effective and safe medical devices.

随着医疗技术的全球化和快速发展,有必要统一国际监管框架,以确保包括药品和医疗器械在内的医疗产品高效、及时地应用于临床。监管依赖是这一协调过程的重要组成部分,是为经济实体和监管机构提供高效准入、促进可预测决策和加快审批的有力工具。医疗器械单一审核计划 (MDSAP) 是医疗器械检查的监管依赖框架。MDSAP 由日本、美国、加拿大、澳大利亚和巴西等国实施,允许这些监管机构认可的第三方认证机构对医疗器械制造商进行审核。这些审核结果与监管机构共享,监管机构将其用于监管评估和决策。自 2017 年过渡到实施阶段以来,MDSAP 已在各国得到广泛应用。本综述概述了 MDSAP 在主要国家的采用和使用情况,探讨了该计划对监管流程的影响及其作为一种监管依赖方法的潜力,以促进及时获得有效和安全的医疗器械。
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引用次数: 0
Draft Guideline for Industry to Manage Drug Shortages in Japan. 日本药品短缺管理行业指南草案》。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-07-24 DOI: 10.1007/s43441-024-00678-7
Hiroaki Mamiya, Ken-Ichi Izutsu, Daichi Mitani

The increasing global drug shortage poses a substantial challenge to national healthcare systems and affects access to essential therapies. In Japan, this problem is exacerbated by a large-scale government campaign to switch from brand-name products to generic drugs and manufacturing/marketing authorization holders with poor development and manufacturing controls. Regulatory bodies, such as the U.S. Food and Drug Administration and the European Medicines Agency have developed guidelines aimed at ensuring continuous drug supply and mitigating manufacturing risks. However, Japan's efforts have primarily relied on voluntary industry guidelines, lacking the robust regulatory frameworks of other developed nations. Therefore, this study proposes a draft guideline for Japan's pharmaceutical industry to manage drug shortages effectively. The Japanese government needs to establish a framework system that will enable pharmaceutical companies to effectively maintain a stable supply based on the proposals developed in this study.

全球药品短缺问题日益严重,给各国医疗保健系统带来了巨大挑战,并影响到基本疗法的获取。在日本,由于政府开展了大规模的从品牌产品转向非专利药品的运动,以及对研发和生产控制不力的生产/销售授权持有者,这一问题变得更加严重。美国食品药品管理局和欧洲药品管理局等监管机构已经制定了旨在确保药品持续供应和降低生产风险的指导方针。然而,日本的努力主要依赖于自愿性的行业准则,缺乏其他发达国家那样健全的监管框架。因此,本研究为日本制药业提出了有效管理药品短缺的指导方针草案。日本政府需要建立一个框架体系,使制药公司能够根据本研究提出的建议有效地保持稳定的供应。
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引用次数: 0
Unleashing the Power of Reliance for Post-Approval Changes: A Journey with 48 National Regulatory Authorities. 释放审批后变更的依赖力量:与 48 个国家监管机构同行。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-07-24 DOI: 10.1007/s43441-024-00677-8
Francesca Mangia, Yameng Melly Lin, John Armando, Kareny Dominguez, Vera Rozhnova, Susanne Ausborn

Post-approval changes (PACs) to marketed products are routinely introduced to continuously enhance the product lifecycle management. However, bringing a chemistry, manufacturing and control (CMC) change through the global health authorities can be a complex and lengthy process taking up to several years, therefore negatively impacting supply continuity. In order to accelerate the review and approval of regulatory submissions and ensure continuous supply to patients, the World Health Organization (WHO) is strongly supporting the implementation of reliance among National Regulatory Authorities (NRAs). While some promising developments have been made with the use of reliance pathways for initial marketing authorizations, reliance is still not widely used for PACs. With the support of the European Medicines Agency (EMA) and WHO, Roche launched a reliance pilot based on EMA approval to file a supply critical variation for a monoclonal antibody. The variation constitutes major changes to the approved manufacturing process. Sameness of the product is ensured by submitting to all participants the same variation package as in the EU. The objectives of the pilot are to ensure continuous supply of this critical medicine by targeting global approval in 6.5 months, to promote regulatory convergence by waiving country specific requirements, and enhance greater transparency by sharing EMA Committee for Medicinal Products for Human Use (CHMP) final assessment report and Q&As to participating NRAs. Globally 48 NRAs have agreed to join the pilot. This article outlines the process of establishing the pilot project, including a planning phase and an engagement phase with the EMA, WHO and the participating NRAs.

对已上市产品进行批准后变更(PAC)是一种常规做法,目的是不断加强产品生命周期管理。然而,通过全球卫生机构进行化学、制造和控制(CMC)变更可能是一个复杂而漫长的过程,需要长达数年的时间,因此会对供应的连续性产生负面影响。为了加快对监管申请的审查和批准,确保对患者的持续供应,世界卫生组织(WHO)正在大力支持在国家监管机构(NRA)之间建立依赖关系。虽然在首次上市许可中使用依赖途径取得了一些可喜的进展,但在 PAC 中仍未广泛使用依赖途径。在欧洲药品管理局 (EMA) 和世卫组织的支持下,罗氏公司在 EMA 批准的基础上启动了一项依赖性试点项目,为一种单克隆抗体申请供应关键变异。该变异是对已批准生产工艺的重大改变。通过向所有参与方提交与欧盟相同的变异包,确保了产品的相同性。试点项目的目标是在 6.5 个月内获得全球批准,从而确保这种关键药品的持续供应;通过免除各国的具体要求来促进监管趋同;以及通过与参与的 NRA 共享 EMA 人用医药产品委员会 (CHMP) 的最终评估报告和问答来提高透明度。全球已有 48 个 NRA 同意加入试点。本文概述了建立试点项目的过程,包括规划阶段以及与 EMA、WHO 和参与 NRA 的接触阶段。
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引用次数: 0
A Comprehensive Framework for Evaluating the Value Created by Real-World Evidence for Diverse Stakeholders: The Case for Coordinated Registry Networks. 评估真实世界证据为不同利益相关者创造的价值的综合框架:协调登记处网络案例。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-07-25 DOI: 10.1007/s43441-024-00680-z
Laura Elisabeth Gressler, Danica Marinac-Dabic, Frederic S Resnic, Stuart Williams, Kevin Yang, Frank Weichold, Erika Avila-Tang, Christina Mack, Paul Coplan, Orestis A Panagiotou, Gregory Pappas
<p><strong>Objectives: </strong>This manuscript presents a comprehensive framework for the assessment of the value of real-world evidence (RWE) in healthcare decision-making. While RWE has been proposed to overcome some limitations of traditional, one-off studies, no systematic framework exists to measure if RWE actually lowers the burden. This framework aims to fill that gap by providing conceptual approaches for evaluating the time and cost efficiencies of RWE, thus guiding strategic investments in RWE infrastructure.</p><p><strong>Methods: </strong>The framework consists of four components: (114th Congress. 21st Century Cures Act.; 2015. https://www.congress.gov/114/plaws/publ255/PLAW-114publ255.pdf .) identification of stakeholders using and producing RWE, (National Health Council. Glossary of Patient Engagement Terms. Published 2019. Accessed May 18. 2021. https://nationalhealthcouncil.org/glossary-of-patient-engagement-terms/ .) understanding value propositions on how RWE can benefit stakeholders, (Center for Drug Evaluation and Research. CDER Patient-Focused Drug Development. U.S. Food & Drug Administration.) defining key performance indicators (KPIs), and (U.S. Department of Health and Human Services - Food and Drug Administration: Center for Devices and Radiological Health and Center for Biologics Evaluation and Research. Use of Real-World Evidence to Support Regulatory Decision-Making for Medical Devices - Guidance for Industry and Food and Drug Administration Staff. 2017. http://www.fda.gov/BiologicsBloodVaccines/GuidanceComplianceRegulatoryInformation/Guida .) establishing metrics and case studies to assess value. KPIs are categorized as 'better, faster, or cheaper" as an indicator of value: better focusing on high-quality actionable evidence; 'faster,' denoting time-saving in evidence generation, and 'cheaper,' emphasizing cost-efficiency decision compared to methodologies that do not involve data routinely collected in clinical practice. Metrics and relevant case studies are tailored based on stakeholder value propositions and selected KPIs that can be used to assess what value has been created by using RWE compared to traditional evidence-generation approaches and comparing different RWE sources.</p><p><strong>Results: </strong>Operationalized through metrics and case studies drawn from the literature, the value of RWE is documented as improving treatment effect heterogeneity evaluation, expanding medical product labels, and expediting post-market compliance. RWE is also shown to reduce the cost and time required to produce evidence compared to traditional one-off approaches. An original example of a metric that measures the time saved by RWE methods to detect a signal of a product failure was presented based on analysis of the National Cardiovascular Disease Registry.</p><p><strong>Conclusions: </strong>The framework presented in this manuscript offers a comprehensive approach for evaluating the value of RWE, applicable to all sta
目的:本手稿提出了一个综合框架,用于评估真实世界证据(RWE)在医疗决策中的价值。虽然 RWE 已被提出来克服传统一次性研究的一些局限性,但目前还没有一个系统的框架来衡量 RWE 是否真正减轻了负担。本框架旨在填补这一空白,为评估 RWE 的时间和成本效率提供概念性方法,从而为 RWE 基础设施的战略投资提供指导:该框架由四个部分组成:(第 114 届国会。21st Century Cures Act.; 2015. https://www.congress.gov/114/plaws/publ255/PLAW-114publ255.pdf .)确定使用和生产 RWE 的利益相关者,(National Health Council.患者参与术语词汇表》。发布于 2019 年。访问日期:2021 年 5 月 18 日。https://nationalhealthcouncil.org/glossary-of-patient-engagement-terms/ .)了解 RWE 如何使利益相关者受益的价值主张,(药物评价与研究中心。CDER Patient-Focused Drug Development.美国食品和药物管理局。)定义关键绩效指标 (KPI),以及(美国卫生与公众服务部 - 食品药品管理局:设备与放射卫生中心和生物制品评估与研究中心。使用真实世界证据支持医疗器械监管决策--行业和食品药品管理局工作人员指南》。2017. http://www.fda.gov/BiologicsBloodVaccines/GuidanceComplianceRegulatoryInformation/Guida .)建立评估价值的指标和案例研究。关键绩效指标分为 "更好、更快或更便宜 "三类,作为价值指标:"更好 "侧重于高质量的可操作证据;"更快 "表示在证据生成方面节省时间;"更便宜 "强调与不涉及临床实践中常规收集数据的方法相比的成本效益决策。根据利益相关者的价值主张和选定的关键绩效指标定制了衡量标准和相关案例研究,可用于评估与传统的证据生成方法相比,使用 RWE 所创造的价值,并对不同的 RWE 来源进行比较:结果:通过从文献中提取的指标和案例研究,RWE 的价值被记录为改善治疗效果异质性评估、扩大医疗产品标签范围以及加快上市后合规性。与传统的一次性方法相比,RWE 还能减少提供证据所需的成本和时间。在对国家心血管疾病登记处进行分析的基础上,提出了一个独创的实例,用于衡量 RWE 方法在检测产品故障信号时所节省的时间:本手稿中提出的框架为评估 RWE 的价值提供了一种全面的方法,适用于参与利用 RWE 进行医疗决策的所有利益相关者。通过提出的衡量标准和案例研究,我们可以深入了解 RWE 在提高效率、成本效益以及改善临床和监管领域的决策方面所发挥的作用。虽然该框架主要针对医疗器械,但也有可能为确定其他医疗产品的 RWE 价值提供参考。通过辨别各种证据生成方法在成本、时间和数据效用方面的差异,利益相关者将有能力对 RWE 基础设施进行战略性投资,并规划未来的研究工作。
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Therapeutic innovation & regulatory science
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