Modelling quality dynamics, business value and firm performance in a big data analytics environment

被引:182
|
作者
Ren, Steven Ji-fan [1 ]
Wamba, Samuel Fosso [2 ,3 ]
Akter, Shahriar [4 ]
Dubey, Rameshwar [5 ]
Childe, Stephen J. [6 ]
机构
[1] Shenzhen Univ Town, Harbin Inst Technol, Shenzhen Grad Sch, Dept Urban Planning & Management, Shenzhen, Peoples R China
[2] NEOMA Business Sch, Informat Syst Supply Chain & Decis, Rouen, France
[3] Univ South Africa UNISA, Sch Comp, Pretoria, South Africa
[4] Univ Wollongong, Sch Management Operat & Mkt, Fac Business, Wollongong, NSW, Australia
[5] Constituent Symbiosis Int Univ, Symbiosis Inst Operat Management, New Nashik, India
[6] Plymouth Business Sch, Operat Management, Plymouth, Devon, England
关键词
big data; analytics; business values; information quality; system quality; firm performance; INFORMATION-SYSTEMS SUCCESS; STRUCTURAL EQUATION MODELS; UNOBSERVABLE VARIABLES; COMPETITIVE ADVANTAGE; TECHNOLOGY CAPABILITY; HIERARCHICAL MODEL; SERVICE QUALITY; VALIDATION; CONTEXT; DELONE;
D O I
10.1080/00207543.2016.1154209
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Big data analytics have become an increasingly important component for firms across advanced economies. This paper examines the quality dynamics in big data environment that are linked with enhancing business value and firm performance (FPER). The study identifies that system quality (i.e. system reliability, accessibility, adaptability, integration, response time and privacy) and information quality (i.e. completeness, accuracy, format and currency) are key to enhance business value and FPER in a big data environment. The study also proposes that the relationship between quality and FPER is mediated by business value of big data. Drawing on the resource-based theory and the information systems success literature, this study extends knowledge in this domain by linking system quality, information quality, business value and FPER.
引用
收藏
页码:5011 / 5026
页数:16
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