Sartono Yuli, Siti Astuti Endang, Wilopo Wilopo, Noerman Teuku
Faculty of Administrative Science, Brawijaya University, Malang, East Java, 65145, Indonesia.
F1000Res. 2024 Sep 13;13:821. doi: 10.12688/f1000research.152228.1. eCollection 2024.
Industry 4.0 is a significant technical revolution that combines big data analytics, the Internet of Things (IoT), and cyber-physical systems to improve manufacturing productivity. This study investigates the impact of digital trust and sustainable attitude on perceived value and the intention to adopt Industry 4.0 technologies. It also examines the moderating role of uncertainty avoidance in these relationships.
Data were collected from 189 employees of leading manufacturing companies in Indonesia that are recognized for their Industry 4.0 practices. The data were analyzed using Partial Least Squares (PLS) methodology with SmartPLS software to test the proposed hypotheses and explore the moderating effects.
The findings reveal that both digital trust and sustainable attitude significantly influence perceived value. However, these factors do not directly affect the intention to adopt Industry 4.0 technologies. Uncertainty avoidance moderates the relationship between digital trust and adoption intention. Specifically, in environments with high uncertainty avoidance, digital trust becomes a critical factor influencing the decision to adopt Industry 4.0 technologies.
The study provides valuable insights for organizations aiming to implement Industry 4.0 initiatives. It highlights the importance of fostering digital trust and considering cultural dimensions, such as uncertainty avoidance, in their technology adoption strategies.
工业4.0是一场重大的技术革命,它将大数据分析、物联网(IoT)和网络物理系统结合起来,以提高制造业生产率。本研究调查数字信任和可持续态度对感知价值以及采用工业4.0技术意愿的影响。它还考察了不确定性规避在这些关系中的调节作用。
数据收集自印度尼西亚领先制造企业的189名员工,这些企业以其工业4.0实践而闻名。使用偏最小二乘法(PLS)方法和SmartPLS软件对数据进行分析,以检验所提出的假设并探索调节效应。
研究结果表明,数字信任和可持续态度均对感知价值有显著影响。然而,这些因素并不直接影响采用工业4.0技术的意愿。不确定性规避调节数字信任与采用意愿之间的关系。具体而言,在高不确定性规避的环境中,数字信任成为影响采用工业4.0技术决策的关键因素。
该研究为旨在实施工业4.0举措的组织提供了有价值的见解。它强调了在技术采用策略中培养数字信任并考虑文化维度(如不确定性规避)的重要性。