不稳定与巩固:概念化、测量和验证技术的双重特征

Jiyao Chen, Diana Shao, Shaokun Fan
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引用次数: 18

摘要

传统智慧将技术分为两类,如能力增强型与能力破坏型,或维持型与破坏性。这种分类对应于技术进化的两条路线:要么巩固过去的成就,要么破坏过去的成就。然而,组合观点表明,一项技术是现有组件的重新组合,因此它可能巩固其先前的一些技术,同时破坏其他技术。因此,我们提出一种双重技术可以同时破坏稳定和巩固。为了识别双重技术,我们利用专利引文网络建立了不稳定指数(D)和整合指数(C)。为了验证所提出的指标,我们首先选择具有代表性的美国专利示例,通过展示D和C指标如何捕捉双重特征来说明面部有效性。其次,我们通过检验D和C指标与其他创新指标之间的相关性来评估收敛效度和区分效度。最后,我们利用美国专利商标局1976 - 2006年的260万件专利数据集,通过研究双特征的前因式和预测能力来评估法效度。回归结果表明,理论驱动因素如专利新颖性和政府利益与D和C指标的相关性符合预期。研究还发现,高D和C指标与专利所有者感知的专利价值呈正相关,实体规模对D和C指标对专利价值的调节作用存在差异。
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Destabilization and Consolidation: Conceptualizing, Measuring, and Validating the Dual Characteristics of Technology
Abstract The conventional wisdom classifies technologies into dichotomous types, such as competence-enhancing versus competence-destroying or sustaining versus disruptive. This categorization corresponds to the two routes of technology evolution: either consolidating or destabilizing past achievements. However, the combinational view suggests that a technology is a recombination of existing components, and hence it may consolidate some of its prior arts while destabilizing others. Therefore, we propose a dual technology can be simultaneously destabilizing and consolidating. To identify dual technologies, we develop the destabilization index (D) and the consolidation index (C) using patent citation networks. To validate the proposed indexes, we first select representative US patent examples to illustrate the face validity by showing how D and C indexes capture the dual characteristics. Secondly, we assess convergent and discriminant validity by examining the correlations between D and C indexes and other innovation measures. Finally, we evaluate nomological validity by studying the antecedents and the predictive power of the dual characteristics using 2.6 million patents from USPTO's dataset from 1976 to 2006. Regression results show that theory-driven factors such as patent novelty and government interest are associated with D and C indexes as expected. We also find that high D and C indexes are positively associated with patent value as perceived by its owner, and entity size moderates the effects of D and C indexes on patent value differently.
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