Network constraint and online group innovation: a dual perspective of inter-community group network and intra-community group network

Jialing Liu, Fangwei Zhu, Jiang Wei
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Abstract

PurposeThis study aims to explore the different effects of inter-community group networks and intra-community group networks on group innovation.Design/methodology/approachThe authors used a pooled panel dataset of 12,111 self-organizing innovation groups in 463 game product creative workshop communities from Steam support to test the hypothesis. The pooled ordinary least squares (OLS) model is used for analyzing the data.FindingsThe results show that network constraint is negatively associated with the innovation performance of online groups. The average path length of the inter-community group network negatively moderates the relationship between network constraint and group innovation, while the average path length of the intra-community group network positively moderates the relationship between network constraint and group innovation. In addition, both the network density of inter-community group networks and intra-community group networks can negatively moderate the negative relationship between network constraint and group innovation.Originality/valueThe findings of this study suggest that network structural characteristics of inter-community networks and intra-community networks have different effects on online groups’ product innovation, and therefore, group members should consider their inter- and intra-community connections when choosing other groups to form a collaborative innovation relationship.
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网络约束与在线群体创新:群体间网络和群体内网络的双重视角
目的本研究旨在探讨社区间群体网络和社区内群体网络对群体创新的不同影响。作者使用了 Steam 支持的 463 个游戏产品创意工坊社区中的 12111 个自组织创新群体的集合面板数据集来检验假设。结果结果表明,网络约束与在线群体的创新绩效负相关。社区间群体网络的平均路径长度负向调节网络约束与群体创新之间的关系,而社区内群体网络的平均路径长度正向调节网络约束与群体创新之间的关系。此外,社群间群组网络和社群内群组网络的网络密度都能负向调节网络约束与群组创新之间的负向关系。原创性/价值本研究的结论表明,社群间网络和社群内网络的网络结构特征对网络群组的产品创新具有不同的影响,因此,群组成员在选择其他群组形成协同创新关系时,应考虑其社群间和社群内的联系。
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