操作化
质量(理念)
知识库
关系(数据库)
领域(数学)
单位(环理论)
基础(拓扑)
知识管理
计算机科学
业务
工程类
营销
人工智能
数学
数据挖掘
数学分析
哲学
数学教育
认识论
纯数学
作者
Antonello Cammarano,Francesca Michelino,María Prosperina Vitale,Michele La Rocca,Mauro Caputo
标识
DOI:10.1109/tem.2020.2973861
摘要
In this article, we define four technological strategies by analyzing two dimensions in the exploitation versus exploration choice: knowledge base and technical application. The relationships of technological strategies with the quality of invention are investigated. The operationalization of strategies through patent data is provided, using knowledge field combinations as the unit of analysis. Patents filed by worldwide top R&D spending technology hardware and equipment companies are analyzed. A 2 × 2 matrix is suggested, defining four strategies: strengthening, enrichment, resettlement, and venturing. Mixed effects regression models are used to investigate the effects of such strategies on invention quality, providing positive relationships in relation to the first two strategies.
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