Is there a secular decline in disruptive patents? Correcting for measurement bias

IF 7.5 1区 管理学 Q1 MANAGEMENT
Jeffrey T. Macher , Christian Rutzer , Rolf Weder
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引用次数: 0

Abstract

Despite tremendous growth in the volume of new scientific and technological knowledge, the popular press has recently raised concerns that disruptive innovation is slowing. These dire prognoses were driven in part by Park et al. (2023), a Nature publication that uses decades of data and millions of observations coupled with a novel quantitative metric (the CD index) that characterizes innovation in science and technology as either consolidating or disruptive. We challenge the (Park et al., 2023) patent findings, principally around concerns of truncation bias and exclusion bias. We show that 88 percent of the decrease in the average CD index over 1980–2010 reported by the authors can be explained by their truncation of all backward patent citations before 1976. We also show that this truncation bias varies by technology class. We further account for a change in U.S. patent law that allows for citations to patent applications in addition to patent grants—something ignored by the authors in their analysis—and update the analysis to 2016. We show that the number of highly disruptive patents has increased since 1980—particularly since 2008. Our results suggest caution in using the (Park et al., 2023) patent findings and conclusions as a basis for research and decision-making in public policy, industry restructuring or firm reorganization aimed at altering the current innovation landscape.

Abstract Image

颠覆性专利是否长期减少?纠正测量偏差
尽管新科技知识的数量有了巨大增长,但大众媒体最近却提出了颠覆性创新正在放缓的担忧。Park等人(2023年)发表的《自然》(Nature)刊物利用数十年的数据和数以百万计的观察结果,结合新颖的定量指标(CD指数),将科技创新定性为巩固性创新或颠覆性创新,从而在一定程度上推动了这些可怕的预言。我们对(Park 等人,2023 年)的专利发现提出质疑,主要是担心截断偏差和排除偏差。我们表明,作者报告的 1980-2010 年平均 CD 指数下降的 88% 可以用他们对 1976 年之前所有后向专利引用的截断来解释。我们还表明,这种截断偏差因技术类别而异。我们进一步解释了美国专利法的变化,该变化允许在专利授权之外引用专利申请--作者在分析中忽略了这一点--并将分析更新至 2016 年。我们发现,自 1980 年以来,特别是自 2008 年以来,高度颠覆性专利的数量有所增加。我们的研究结果表明,谨慎使用(Park 等,2023 年)的专利发现和结论作为公共政策研究和决策、行业重组或企业重组的基础,以改变当前的创新格局。
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来源期刊
Research Policy
Research Policy MANAGEMENT-
CiteScore
12.80
自引率
6.90%
发文量
182
期刊介绍: Research Policy (RP) articles explore the interaction between innovation, technology, or research, and economic, social, political, and organizational processes, both empirically and theoretically. All RP papers are expected to provide insights with implications for policy or management. Research Policy (RP) is a multidisciplinary journal focused on analyzing, understanding, and effectively addressing the challenges posed by innovation, technology, R&D, and science. This includes activities related to knowledge creation, diffusion, acquisition, and exploitation in the form of new or improved products, processes, or services, across economic, policy, management, organizational, and environmental dimensions.
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