Abstract Industry 4.0 technologies provide digital solutions for the automation of manufacturing. In circular economy-based models, the resources stay in the system as it experiences one of the 10 R (Refuse, Rethink, Reduce, Reuse, Repair, Refurbish, Remanufacture, Repurpose, Recycle, and Recover) processes. These 10 R processes require the development of advanced manufacturing capabilities; however, 10 R processes suffer from various challenges and can be effectively overcome through Industry 4.0 technological applications. Although literature has indicated the use of various Industry 4.0 technologies, little information is available about firms’ views on the degree of Industry 4.0 application in the 10 R based advanced manufacturing area and its ability to achieve sustainable development. The current study aspires to examine how great an effect Industry 4.0 adoption has on 10 R advanced manufacturing capabilities and its outcome on sustainable development under the moderating effect of an Industry 4.0 delivery system. Practice-based view and Dynamic capability view theories are used to conceptualise the theoretical model. The research team statistically validated the theoretical model considering 124 data points that were collected using an online survey with a structured questionnaire. The findings point out that the path degree of Industry 4.0 adoption and 10 R advanced manufacturing capabilities are statistically significant. 10 R advanced manufacturing capabilities are found to have a positive influence on sustainable development outcomes. Industry 4.0 delivery system has a moderating effect on the path degree of I4.0 implementation and 10 R advanced manufacturing capabilities. The study concludes with key take away points for managers.

中文翻译：

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采用工业 4.0 和 10R 提高可持续发展的制造能力

摘要 工业 4.0 技术为制造自动化提供了数字化解决方案。在基于循环经济的模型中，资源留在系统中，因为它经历了 10 个 R（拒绝、重新思考、减少、再利用、修复、翻新、再制造、再利用、回收和恢复）过程之一。这10个R工艺需要先进制造能力的发展；然而，10 R 工艺面临各种挑战，可以通过工业 4.0 技术应用有效克服。尽管文献表明了各种工业 4.0 技术的使用，但关于企业对工业 4.0 在基于 10 R 的先进制造领域的应用程度及其实现可持续发展能力的看法的信息很少。当前的研究旨在研究在工业 4.0 交付系统的调节作用下，采用工业 4.0 对 10 R 先进制造能力的影响及其对可持续发展的影响。基于实践的观点和动态能力观点理论被用来概念化理论模型。研究团队考虑了使用结构化问卷在线调查收集的 124 个数据点，对理论模型进行了统计验证。调查结果指出，工业 4.0 采用和 10 R 先进制造能力的路径程度在统计上是显着的。10 R 先进制造能力被发现对可持续发展成果产生积极影响。工业4.0交付体系对I4的路径度有调节作用。0 实施和 10 R 先进制造能力。该研究以管理者的关键要点结束。