工业互联网和数字经济对制造业信息系统的管理和发展的影响 物联网和人工智能引发的数字化进程

Zoujian Li, Zifei Li, Yuheng Ren
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引用次数: 0

摘要

在瞬息万变的数字世界中,技术应用对组织绩效至关重要。数据分析、物联网(IoT)和信息系统集成等颠覆性技术具有提高效率、生产力和竞争力的潜力,因此备受关注。本研究探讨了物联网的采用、数据分析和信息系统集成如何影响组织的效率、生产力和竞争优势。研究还探讨了网络安全、云基础设施和组织文化如何调节技术采用与绩效之间的关系。研究使用 Amos 进行定量研究。不同的企业提供了数据样本。结构方程建模(SEM)通过分析变量之间的联系,研究了直接和间接影响。物联网的使用、数据分析和信息系统集成提高了组织效率、生产力和竞争优势。研究还表明,网络安全和云基础设施是技术采用和组织成果的中介。组织文化调节了技术采用对绩效的影响。本研究通过考察物联网应用、数据分析能力和信息系统集成如何影响组织效率、生产力和竞争优势,为技术应用文献增添了新的内容。网络安全、云基础设施作为中介因素,组织文化作为调节因素,有助于我们理解技术采用和绩效结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Impact of Industrial Internet and the Digital Economy on the Management and Development of Manufacturing Information Systems Triggering Digitization as IoT and Artificial Intelligence
Technology adoption is crucial to organizational performance in the fast-changing digital world. Due to their potential to boost efficiency, productivity, and competitiveness, disruptive technologies including data analytics, the Internet of Things (IoT), and information system integration have received attention. This study examined how IoT adoption, data analytics, and information system integration affect organizational efficiency, productivity, and competitive advantage. The study also examined how cybersecurity, cloud infrastructure, and organizational culture mediate the technology-adoption-performance relationship. Quantitative research was conducted using Amos. A diverse sampling of enterprises provided data. Structural equation modelling (SEM) examined direct and indirect impacts by analyzing variable connections. IoT usage, data analytics, and information system integration improved organizational efficiency, productivity, and competitive edge. The study also showed that cybersecurity and cloud infrastructure mediate technology adoption and organizational results. Organizational culture moderated the effect of technology adoption on performance. This study added to the technology adoption literature by examining how IoT adoption, data analytics capabilities, and information system integration affect organizational efficiency, productivity, and competitive advantage. Cybersecurity, cloud infrastructure as mediators and organizational culture as a moderator helped us understand technology adoption and performance results.
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