大数据分析对企业质量可持续竞争优势的影响:一个理论框架

Guoli Pu, Yuanyuan Li, Ju Bai
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引用次数: 5

摘要

企业如何实现可持续的质量竞争优势(SCAQ)?一些典型案例表明,大数据分析是一种可能的方法。基于动态能力理论,构建了供应链领域大数据分析影响企业SCAQ的理论框架和可能的假设。理论框架包括:(1)大数据供应链分析(BDSCA)和SCAQ的定义和维度;(2)影响基于TOE框架的BDSCA使用的内外部因素;(3) BDSCA对SCQR的影响路径及效应;(4)行业特征与环境不确定性的调节作用。本研究有助于从管理学角度界定企业业务流程sca的内涵和特征,厘清企业业务流程sca对企业业务流程绩效的影响机制,并在大数据领域寻求企业业务流程绩效的改进途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The effect of big data analytics on firms sustainable competitive advantage of quality: a theory framework
How can firms achieve sustainable competitive advantage of quality (SCAQ)? Some typical cases show that big data analytics is a possible approach. Based on the theory of dynamic capability, this paper constructs a theoretical framework and possible hypotheses of big data analytics (BDA) in the supply chain field that influences the firms SCAQ. The theoretical framework includes: (1) the definition and the dimensions of big data supply chain analytic (BDSCA) and SCAQ; (2) the internal and external factors that influence the use of BDSCA based on the TOE framework; (3) the path and effect of BDSCA on SCQR; (4) moderating effects of industry characters and environmental uncertainty. The research contributes to define the connotation and characteristics of BDSCA from the perspective of management, clarify the impact mechanism of BDSCA on SCAQ, and seek ways to improve the firms SCAQ in the area of big data.
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