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专利中的社交网络如何影响中国制造业企业的市场价值?

How does social network in patent provide changes in the Chinese manufacturing firm market value?

作者信息

Luo Kai, Zor Shutter

机构信息

School of Accountancy, Wuhan Textile University, Wuhan, Hubei, China.

出版信息

Heliyon. 2023 Mar 9;9(3):e14358. doi: 10.1016/j.heliyon.2023.e14358. eCollection 2023 Mar.

Abstract

Patent thickets create external resource constraints that reduce the market value of enterprises. In the process of technological innovation, it is no longer possible to obtain competitive advantage by relying on individual resource endowment alone. Patent cooperation is considered an important institutional element in social network relations, through which enterprises can integrate external innovation resources to counteract their shortcomings and obtain competitive advantages. In this study, 419 electronic equipment manufacturing enterprises in China between 2009 and 2019 are used as the research objects, and panel data include the financial data of enterprises, the number of patent citations, and the number of patents jointly applied for by enterprises. Based on the patent fragmentation index, social network analysis is used to construct a patent cooperation network. Using UCINET and Gephi tools, the structure of corporate patent thicket networks and their evolutionary characteristics can be obtained. A panel regression model is used to empirically test the social network effect and the effect of patent thickets on the market value of firms in the context of patent cooperation. The findings show that patent thickets can discount the market value of enterprises. However, if a firm is at the center of patent cooperation, it can obtain more innovation resources. If it is at the intermediary of cooperation, it can absorb external knowledge and technology and occupy a richer structural hole, which can positively regulate the negative effect of the patent thicket. In addition, the negative effects of patent thickets are weaker for firms with more than five years of patent maintenance compared to those with less. Our study has important implications for improving the efficiency of patent cooperation and helping governments and firms to effectively cope with patent thickets.

摘要

专利丛林造成了外部资源限制,降低了企业的市场价值。在技术创新过程中,仅依靠个体资源禀赋已无法获得竞争优势。专利合作被视为社会网络关系中的一个重要制度要素,企业可以通过专利合作整合外部创新资源,以弥补自身不足并获得竞争优势。本研究以2009年至2019年间中国419家电子设备制造企业为研究对象,面板数据包括企业财务数据、专利被引次数以及企业共同申请的专利数量。基于专利碎片化指数,运用社会网络分析构建专利合作网络。利用UCINET和Gephi工具,可以得出企业专利丛林网络的结构及其演化特征。运用面板回归模型,在专利合作背景下实证检验社会网络效应以及专利丛林对企业市场价值的影响。研究结果表明,专利丛林会降低企业的市场价值。然而,如果企业处于专利合作的中心位置,就能获得更多创新资源。如果处于合作中介位置,就能吸收外部知识和技术,占据更丰富的结构洞,从而正向调节专利丛林的负面影响。此外,与专利维持年限较短的企业相比,专利维持年限超过五年的企业受到专利丛林的负面影响较弱。我们的研究对于提高专利合作效率以及帮助政府和企业有效应对专利丛林具有重要意义。

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