Supply Chain Practices, Dynamic Capabilities, and Performance: The Moderating Role of Big Data Analytics

IF 3.6 3区管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS

Journal of Organizational and End User Computing Pub Date : 2023-06-27 DOI:10.4018/joeuc.325214

Xiaoyi Zhang, Xinying He, Xiaomin Du, Ao Zhang, Yueqi Dong

引用次数: 1

Abstract

The integration of big data analytics with effective supply chain practices based on dynamic capability theory is an emerging topic, and the relationship that exists between big data analytics and supply chain dynamic capabilities and supply chain practices, and their impact on supply chain performance, requires further research. This article examines the relationship between three supply chain practices and supply chain performance. The information provided by managers of 415 companies in China was used as a sample and the data collected was empirically tested using partial least squares structural equation modelling. The findings show that different supply chain practices have a positive impact on supply chain dynamic capability and supply chain performance, that supply chain dynamic capability has an indirect mediating effect, and that big data analysis has a positive moderating effect on the relationship between supply chain practices and supply chain performance.

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供应链实践、动态能力和绩效:大数据分析的调节作用

基于动态能力理论的大数据分析与有效供应链实践的整合是一个新兴课题，大数据分析与供应链动态能力、供应链实践之间存在的关系及其对供应链绩效的影响有待进一步研究。本文考察了三种供应链实践与供应链绩效之间的关系。以中国415家企业管理者提供的信息为样本，采用偏最小二乘结构方程模型对收集到的数据进行实证检验。研究发现，不同供应链实践对供应链动态能力和供应链绩效具有正向影响，供应链动态能力具有间接中介作用，大数据分析对供应链实践与供应链绩效之间的关系具有正向调节作用。

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

Journal of Organizational and End User Computing COMPUTER SCIENCE, INFORMATION SYSTEMS-

CiteScore

6.00

自引率

9.20%

发文量

期刊介绍： The Journal of Organizational and End User Computing (JOEUC) provides a forum to information technology educators, researchers, and practitioners to advance the practice and understanding of organizational and end user computing. The journal features a major emphasis on how to increase organizational and end user productivity and performance, and how to achieve organizational strategic and competitive advantage. JOEUC publishes full-length research manuscripts, insightful research and practice notes, and case studies from all areas of organizational and end user computing that are selected after a rigorous blind review by experts in the field.