Sustainable Digital Transformation: Its Impact on Perceived Value and Adoption Intention of Industry 4.0 in Moderating Effects of Uncertainty Avoidance

Yuli Sartono, Endang Siti Astuti, W. Wilopo, Teuku Noerman
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Abstract

Background 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. Methods 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. Results 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. Conclusions 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.
可持续数字化转型:不确定性规避的调节作用对工业 4.0 感知价值和采用意向的影响
背景 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在一起,以提高制造业的生产率。本研究探讨了数字信任和可持续态度对感知价值和采用工业 4.0 技术意愿的影响。研究还探讨了不确定性规避在这些关系中的调节作用。方法 数据收集自印尼领先制造企业的 189 名员工,这些企业因其工业 4.0 实践而广受认可。使用 SmartPLS 软件的偏最小二乘法(PLS)对数据进行分析,以检验提出的假设并探讨调节作用。结果 研究结果表明,数字信任和可持续态度都会对感知价值产生重大影响。然而,这些因素并不直接影响采用工业 4.0 技术的意愿。不确定性规避调节了数字信任与采用意愿之间的关系。具体而言,在高度规避不确定性的环境中,数字信任成为影响采用工业 4.0 技术决策的关键因素。结论 本研究为旨在实施工业 4.0 计划的组织提供了有价值的见解。它强调了在技术采用战略中培养数字信任和考虑文化因素(如不确定性规避)的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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