通过创新与生产力将现实融入组织:探索人工智能、物联网和大数据分析在元宇宙环境中的交叉——基于多方法研究

Bridging realities into organizations through innovation and productivity: Exploring the intersection of artificial intelligence, internet of things, and big data analytics in the metaverse environment using a multi-method approach

Decision Support Systems · 2024
被引 26
ABS 3

中文导读

本研究采用多方法(PLS-SEM、fsQCA、ANN)调查了元宇宙环境效能、人工智能、物联网和大数据分析如何共同提升组织的创新与生产力,对游戏、IT和娱乐行业的管理者具有参考价值。

Abstract

This study investigates how organizations may increase innovation and productivity through the Metaverse environment efficacy (MVEE), Artificial intelligence usage (AIU), Internet of Things usage (IoTU), and Big Data Analytics usage (BDAU). The study gathers responses from the gaming, information technology, and entertainment industries, using a multi-method involving Partial Least Squares Structural Equation Modeling, Fuzzy-set Qualitative Comparative Analysis, and Artificial Neural Networks to investigate how these technologies might be used to improve the linking of disparate realities in a business context. The use of AI in personalized and decision-support applications, IoT for real-time data collecting, and BDAU for an insights-driven strategy all combine to create a dynamic MVEE ecosystem. The research also delves into theoretical implications concerning the viability of using the MVEE to boost innovation and productivity. This research identifies the applications of using AI, IoT, and BDA to drive organizational performance in terms of innovation and productivity. Also, the research lays out the role of AI, IoT, and BDA in creating a dynamic metaverse ecosystem.

组织创新生产力元宇宙人工智能物联网