How does data-driven supply chain analytics capability enhance supply chain agility in the digital era?

IF 9.8 1区工程技术 Q1 ENGINEERING, INDUSTRIAL

International Journal of Production Economics Pub Date : 2024-09-10 DOI:10.1016/j.ijpe.2024.109404

Li Cui , Ziyi Wang , Yang Liu , Guikun Cao

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引用次数: 0

Abstract

Supply chain analytics capability has recently gained more attention from both scholars and practitioners. Through the lens of information processing theory, this study examined how supply chain analytics capability impacts supply chain agility in the digital era with the associated adoption of digital technologies and platforms by companies. To obtain relevant data, a large-scale survey of Chinese manufacturing firms was conducted. Supply chain integration capability was evaluated as mediator and digital platform was evaluated as moderator. The results show that supply chain integration capability can mediate the effect of supply chain analytics capability on supply chain agility; moreover, supply chain analytics capability has a stronger impact on supply chain agility under a high level of digital platform adoption. These findings deepen the understanding of the role of supply chain analytics capability in supply chain management. This paper also provides managerial implications for enhancing supply chain agility in the digital era.

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在数字化时代，数据驱动的供应链分析能力如何提高供应链的灵活性？

最近，供应链分析能力越来越受到学者和从业人员的关注。本研究以信息处理理论为视角，探讨了在数字化时代，供应链分析能力如何影响供应链的敏捷性，以及企业采用数字化技术和平台的相关情况。为了获取相关数据，本研究对中国制造业企业进行了大规模调查。供应链整合能力被视为中介因素，数字平台被视为调节因素。结果表明，供应链整合能力可以调节供应链分析能力对供应链敏捷性的影响；此外，在数字平台采用水平较高的情况下，供应链分析能力对供应链敏捷性的影响更大。这些发现加深了人们对供应链分析能力在供应链管理中作用的理解。本文还为在数字时代提高供应链敏捷性提供了管理启示。

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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来源期刊

International Journal of Production Economics 管理科学-工程：工业

CiteScore

21.40

自引率

7.50%

发文量

266

审稿时长

52 days

期刊介绍： The International Journal of Production Economics focuses on the interface between engineering and management. It covers all aspects of manufacturing and process industries, as well as production in general. The journal is interdisciplinary, considering activities throughout the product life cycle and material flow cycle. It aims to disseminate knowledge for improving industrial practice and strengthening the theoretical base for decision making. The journal serves as a forum for exchanging ideas and presenting new developments in theory and application, combining academic standards with practical value for industrial applications.