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企业间知识重组的要素、特征与绩效——基于中国重污染产业绿色创新采纳的实证研究

Elements, characteristics, and performances of inter-enterprise knowledge recombination: Empirical research on green innovation adoption in China's heavily polluting industry.

机构信息

School of Public Policy and Management, Tsinghua University, Beijing, 100084, China.

出版信息

J Environ Manage. 2022 May 15;310:114736. doi: 10.1016/j.jenvman.2022.114736. Epub 2022 Mar 3.

DOI:10.1016/j.jenvman.2022.114736
PMID:35248989
Abstract

Knowledge recombination has become a hot topic in green innovation adoption (GIA) research in recent years. However, previous studies have mainly discussed the knowledge recombination within a single enterprise but ignored inter-enterprise knowledge recombination (Inter-KR). In this paper, a theoretical framework of Inter-KR is developed, and the three features of Inter-KR are discussed: elements, characteristics, and performances. Multisource heterogeneous data combined with Natural language process, network analysis and econometric regression are used to analyze the above three features. Social network theory is introduced to elaborate on the influence mechanism of Inter-KR. The empirical results indicate that enterprises can effectively improve their environmental performance by participating in Inter-KR: 1) the participation of Inter-KR is significantly influenced by time and national policy; 2) further refinement and decomposition of the characteristics of inter-KR find that the comprehensiveness has a significant promoting effect on GIA. When issuing relevant policies, the government should consider the balanced development of environmental governance and enterprise innovation, and improve the GIA performance by enabling enterprises to acquire an in-depth and extensive knowledge base. In summary, this paper provides new insights for research on knowledge recombination, the literature on collaboration innovation, and green innovation adoption research.

摘要

知识重组已成为近年来绿色创新采纳(GIA)研究的热门话题。然而,以往的研究主要讨论了单个企业内部的知识重组,而忽略了企业间知识重组(Inter-KR)。本文构建了一个 Inter-KR 的理论框架,并讨论了 Inter-KR 的三个特征:要素、特点和绩效。本文采用多源异质数据结合自然语言处理、网络分析和计量回归的方法来分析上述三个特征。并引入社会网络理论来阐述 Inter-KR 的影响机制。实证结果表明,企业通过参与 Inter-KR 可以有效地提高其环境绩效:1)Inter-KR 的参与受到时间和国家政策的显著影响;2)进一步细化和分解 Inter-KR 的特点,发现全面性对 GIA 有显著的促进作用。在制定相关政策时,政府应考虑环境治理和企业创新的平衡发展,通过使企业获得深入广泛的知识库来提高 GIA 绩效。总之,本文为知识重组、合作创新文献以及绿色创新采纳研究提供了新的视角。

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Elements, characteristics, and performances of inter-enterprise knowledge recombination: Empirical research on green innovation adoption in China's heavily polluting industry.企业间知识重组的要素、特征与绩效——基于中国重污染产业绿色创新采纳的实证研究
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