How virtual clusters affect innovation performance: Evidence from global hydropower industry
How virtual clusters affect innovation performance: Evidence from global hydropower industry
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虚拟集群如何影响创新绩效：来自全球水电行业的证据
DOI：
10.1016/j.jclepro.2022.131554
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发表时间：
2022-03
期刊：
影响因子：
--
通讯作者：
Yuanyuan Qiao
中科院分区：
文献类型：
--
作者：
Ning Kang;Guannan Xu;Xianzhong Mu;Hongrui Yang;Yuanyuan Qiao
With the fast development of information communication technologies, firms break through geographic restrictions and form into virtual clusters for innovation. Existing studies mostly explore the innovation ecosystem by applying either a macro-level perspective or a micro-level perspective, which cannot answer how firms establish connections in their virtual clusters to promote innovation. Therefore, using large-scale patent data and topological clustering algorithms, this study explores the impacts of firms’ characteristics within the virtual cluster on their innovation in the global hydropower industry from 1987 to 2019. The findings suggest that firms have better innovation performance with higher degree centrality and more structural holes within the virtual cluster. Moreover, small firms benefit more from degree centrality within the virtual cluster than big firms. This paper makes up for the lack of recent research on virtual clusters and provides implications for managers and policymakers.
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影响因子：
13.5
作者：
Jongkuk Lee;Minyoung Kim
通讯作者：
Jongkuk Lee;Minyoung Kim
影响因子：
4.1
作者：
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通讯作者：
Juda, Adam I.
DOI：
10.3386/t0017
发表时间：
1984-10
期刊：
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影响因子：
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影响因子：
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