Nexus among intellectual capital, interorganizational learning, industrial Internet of things technology and innovation performance: a resource-based perspective

IF 6.2 2区 管理学 Q1 BUSINESS
S. Rehman, Khurram Ashfaq, Stefano Bresciani, E. Giacosa, Jens Mueller
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引用次数: 20

Abstract

PurposeThe authors observe the influence of intellectual capital (IC) on innovation performance with the mediating role of interorganizational learning (IOL) in the Pakistani automotive industry. Besides, industrial Internet of things (IoT) technology is used as moderating variables between IOL and innovation performance.Design/methodology/approachStructural equation modeling (SEM) presents scholars with extra flexibility and enhanced research conclusions. SEM is described as a statistical methodology and the best tool used for hypothesis testing. The authors used partial least squares SEM for testing hypotheses. The simple random sampling technique followed to collect data from respondents, and 492 questionnaires were used for analysis.FindingsThe outcomes reveal that IC enhances innovation performance and IOL. Moreover, IOL increases innovation performance. IOL significantly mediates between IC and innovation performance. Industrial IoT technology improves innovation performance. Finally, industrial IoT technology strengthens the positive association between IOL and innovation performance.Practical implicationsThis study concentrates on the issue of how managers use IOL and industrial IoT technology to take higher advantage of IC that increases innovation performance.Originality/valueThis is the initial study that builds a theoretical framework to integrate IC, IOL, industrial IoT technology and innovation performance. Although prior researchers observe the association between IC and innovation performance, less concentration was paid to understand the role of interorganizational leadership and industrial IoT technology in leveraging organizational IC.
智力资本、组织间学习、工业物联网技术与创新绩效的关系:基于资源的视角
目的观察巴基斯坦汽车企业智力资本(IC)对创新绩效的影响,并以组织间学习(IOL)为中介。此外,将工业物联网技术作为IOL与创新绩效之间的调节变量。设计/方法/方法结构方程建模(SEM)为学者提供了额外的灵活性和增强的研究结论。扫描电镜被描述为一种统计方法和用于假设检验的最佳工具。作者使用偏最小二乘扫描电镜来检验假设。采用简单随机抽样的方法对被调查者进行数据收集,并使用492份问卷进行分析。结果表明,集成电路对创新绩效和人工晶状体有促进作用。此外,人工晶状体提高了创新绩效。人工晶体在集成电路与创新绩效之间具有显著中介作用。工业物联网技术提升创新绩效。最后,工业物联网技术强化了人工晶体与创新绩效之间的正相关关系。实际意义本研究主要关注管理者如何利用人工晶体和工业物联网技术来更好地利用集成电路,从而提高创新绩效。原创性/价值这是构建集成电路、人工晶体、工业物联网技术与创新绩效整合的理论框架的初步研究。虽然先前的研究观察到集成电路与创新绩效之间的关联,但较少关注组织间领导和工业物联网技术在利用组织集成电路中的作用。
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来源期刊
CiteScore
14.50
自引率
13.30%
发文量
27
期刊介绍: The Journal of Intellectual Capital is a peer-reviewed international publication dedicated to the exchange of the latest research and best practice information on all aspects of creating, identifying, managing and measuring intellectual capital in organisations. The journal publishes original research and case studies by academic, business and public sector contributors on intellectual capital strategies, approaches, frameworks, tools, techniques and technologies in order to increase the understanding of intellectual capital within the context of the modern knowledge economy. The focus of this journal is on the identification of innovative intellectual capital strategies and the application of theoretical concepts to real-world situations.
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