Investments in big data analytics and firm performance: an empirical investigation of direct and mediating effects

被引:125
|
作者
Raguseo, Elisabetta [1 ]
Vitari, Claudio [2 ]
机构
[1] Politecn Torino, Dept Management & Prod Engn, Turin, Italy
[2] Univ Paris I Pantheon Sorbonne, BAE Paris Pantheon Sorbonne 1, Sorbonne Business Sch, Inst Adm Entreprises Paris,Sorbonne Grad Sch, Paris, France
关键词
big data analytics; business value; customer satisfaction; firm performance; resource-based view; CUSTOMER SATISFACTION; BUSINESS VALUE; SUPPLY CHAIN; MANAGEMENT; INFORMATION; CAPABILITY; OPERATIONS; STRATEGY; PATH;
D O I
10.1080/00207543.2018.1427900
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Big data has recently been recognised as one of the most important areas of future technology. It has attracted the attention of many industries, since it has the potential to provide companies with high business value. This paper examines the forms of business value that companies can create from big data analytics investments, the direct impacts it has on the financial performance of a firm, and the mediating effects of market performance and customer satisfaction. Drawing on the resource-based view theory, this study demonstrates that the business value achieved from investments in big data analytics leads to advantages in terms of the financial performance of a firm. The results offer evidence of the existence of a customer satisfaction mediation effect and of the absence of a market performance mediation effect. Theoretical and practical implications are discussed at the end of the paper.
引用
收藏
页码:5206 / 5221
页数:16
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