Innovation Lab, Eindhoven University of Technology, Eindhoven, the Netherlands.
Jheronimus Academy of Data Science, 's-Hertogenbosch, the Netherlands.
PLoS One. 2018 May 24;13(5):e0197024. doi: 10.1371/journal.pone.0197024. eCollection 2018.
In this paper, we develop an ecological, multi-level model that can be used to study the evolution of emerging technology. More specifically, by defining technology as a system composed of a set of interacting components, we can build upon the argument of multi-level density dependence from organizational ecology to develop a distribution-independent model of technological evolution. This allows us to distinguish between different stages of component development, which provides more insight into the emergence of stable component configurations, or dominant designs. We validate our hypotheses in the biotechnology industry by using patent data from the USPTO from 1976 to 2003.
本文提出了一个生态多层次模型,用于研究新兴技术的演变。具体而言,我们将技术定义为一个由一组相互作用的组件构成的系统,从而在组织生态学的多层次密度依赖性基础上,建立一个与技术分布无关的技术演变模型。该模型可以区分组件发展的不同阶段,深入了解稳定组件配置或主流设计的出现。我们使用 1976 年至 2003 年美国专利商标局的专利数据,对生物技术产业进行了验证。