College of Management, Liaoning University of Technology, Jinzhou 121001, China.
Comput Intell Neurosci. 2022 May 13;2022:2984136. doi: 10.1155/2022/2984136. eCollection 2022.
Knowledge innovation ability is the source of value realization of high-tech enterprises, and the acquisition of high-value knowledge is important. Taking knowledge as the intermediary variable, knowledge field activity and knowledge fermentation as mediating variables, and knowledge mobilization and knowledge network position transition as moderating variables, the conceptual model and theoretical analysis framework of the impact mechanism of knowledge innovation network fragmentation fault on technology practices is constructed and the moderated mediating effect model is derived. Taking high-tech enterprises as empirical samples, 538 valid questionnaires were obtained online and offline and the nonpercentile bootstrap method based on deviation correction was used to empirically investigate the influence mechanism and transmission path of knowledge innovation network fragmentation fault on high-tech enterprises' technological practices. The empirical results show that the main effect of knowledge innovation network fragmentation fault on high-tech enterprise technology practices is significant. Knowledge field activity and knowledge fermentation play a differential mediating role in knowledge innovation network split fault and Technology Convention. Knowledge field activity and knowledge fermentation play a partial mediating role in knowledge innovation network split fault and Technology Convention. Knowledge mobilization partially moderates the split fault of knowledge innovation network and technological practices. Knowledge mobilization positively moderates the positive effect of split fault of knowledge innovation network on technological practices and significantly positively moderates the mediating effect of knowledge field activity and knowledge fermentation, resulting in the moderated mediating effect. Knowledge network location transition plays a part of moderating role in knowledge innovation network split fault and Technology Convention. Knowledge network location transition positively moderates the positive impact of knowledge innovation network split fault on Technology Convention and significantly positively moderates the mediating role of knowledge field activity and knowledge fermentation, resulting in a moderated mediating effect. Knowledge innovation network split fault, knowledge field activity and knowledge fermentation, knowledge mobilization and knowledge network location transition, and the combination of technological practices can be the antecedents of promoting technological practices in high-tech enterprises. Through the research on the mechanism of knowledge innovation network split fault in the technological practices of high-tech enterprises, the connotation of knowledge innovation network split fault is enriched, the influencing factors of technological practices are clarified, and the value-added knowledge is promoted and has guiding and reference significance for the innovation knowledge acquisition and competitiveness improvement of high-tech enterprises.
知识创新能力是高科技企业价值实现的源泉,获取高价值知识至关重要。本文以知识为中介变量,以知识场活动和知识发酵为中介变量,以知识动员和知识网络位置转移为调节变量,构建了知识创新网络碎片化故障对技术实践影响机制的概念模型和理论分析框架,并推导出调节中介效应模型。以高科技企业为实证样本,通过在线和线下方式共获取了 538 份有效问卷,采用基于偏差校正的非百分位自举方法,实证研究了知识创新网络碎片化故障对高科技企业技术实践的影响机制和传递路径。实证结果表明,知识创新网络碎片化故障对高科技企业技术实践的主要影响显著。知识场活动和知识发酵在知识创新网络分裂故障与技术惯例之间起着差异化的中介作用。知识场活动和知识发酵在知识创新网络分裂故障与技术惯例之间起着部分中介作用。知识动员部分调节了知识创新网络分裂故障与技术实践的关系。知识动员正向调节了知识创新网络分裂故障对技术实践的正向作用,并显著正向调节了知识场活动和知识发酵的中介作用,产生了调节中介效应。知识网络位置转移在知识创新网络分裂故障与技术惯例之间起着部分调节作用。知识网络位置转移正向调节了知识创新网络分裂故障对技术惯例的正向影响,并显著正向调节了知识场活动和知识发酵的中介作用,产生了调节中介效应。知识创新网络分裂故障、知识场活动和知识发酵、知识动员和知识网络位置转移以及技术实践的组合可以成为促进高科技企业技术实践的前因。通过对高科技企业技术实践中知识创新网络分裂故障的机制研究,丰富了知识创新网络分裂故障的内涵,厘清了技术实践的影响因素,促进了增值知识的获取,对提高高科技企业的创新知识获取和竞争力具有指导和借鉴意义。