Supporting Innovation in Early-Stage Pharmaceutical Development Decisions

IF 2.5 4区 管理学 Q3 MANAGEMENT
Florian Methling, Steffen A. Borden, Deepak Veeraraghavan, Insa Sommer, J. Siebert, Rudiger von Nitzsch, Mark Seidler
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引用次数: 1

Abstract

Pharmaceutical companies have frequent portfolio reviews to monitor development progress and prioritize development assets. The earliest assets are drug candidates whose efficacy is unknown and whose effects on the human body have yet to be fully investigated. These assets are characterized by a high degree of uncertainty in reaching the market and in being used in clinical practice. In addition, not all potential applications are foreseen and can often be very different. In the absence of satisfactory methods for making decisions on resource allocation among early development assets, decision makers focus almost exclusively on assessments of an asset’s probability of technical success. This study proposes a more holistic methodology to support early-stage pharmaceutical development decisions using value-focused thinking and multicriteria decision making. The methodology operates within the decision quality framework and provides a consistent evaluation of various early development assets across a diverse set of disease areas. This combination of concepts and methodologies has been implemented and proven valuable at Bayer Pharmaceuticals, which needed a new, more robust decision-making process for early development. Thus, this study discusses how to enable concrete trade-offs at the level of corporate objectives to align, communicate, and translate corporate strategy into portfolio strategy. In addition, this study presents learnings for decision analysts and decision makers in the pharmaceutical industry on how to develop a set of fundamental objectives, how to create scales to operationalize these objectives, and how to take steps to debias an organizational decision-making process.
支持早期药物开发决策的创新
制药公司经常进行投资组合审查,以监视开发进度并确定开发资产的优先级。最早的资产是药效未知的候选药物,其对人体的影响尚未得到充分研究。这些资产的特点是在进入市场和在临床实践中使用方面具有高度的不确定性。此外,并不是所有潜在的应用都可以预见,而且可能会有很大的不同。在缺乏对早期开发资产的资源分配做出决策的令人满意的方法的情况下,决策者几乎只关注于评估资产的技术成功概率。本研究提出了一种更全面的方法来支持早期药物开发决策,使用以价值为中心的思维和多标准决策。该方法在决策质量框架内运作,并对不同疾病领域的各种早期开发资产提供一致的评估。这种概念和方法的结合在拜耳制药公司得到了实施,并被证明是有价值的,该公司需要一个新的、更强大的决策过程来进行早期开发。因此,本研究讨论了如何在公司目标水平上实现具体的权衡,以协调、沟通并将公司战略转化为投资组合战略。此外,本研究还为制药行业的决策分析师和决策者提供了关于如何制定一套基本目标、如何创建实现这些目标的尺度以及如何采取措施消除组织决策过程中的偏见的学习。
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来源期刊
Decision Analysis
Decision Analysis MANAGEMENT-
CiteScore
3.10
自引率
21.10%
发文量
19
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