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

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 re...

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Bibliographic Details
Published in:International journal of production research 2017-09, Vol.55 (17), p.5011-5026
Main Authors: Ji-fan Ren, Steven, Fosso Wamba, Samuel, Akter, Shahriar, Dubey, Rameshwar, Childe, Stephen J.
Format: Article
Language:English
Subjects:
Analytics
Big Data
Business
business values
Data analysis
Data management
firm performance
information quality
Quality
Response time
system quality
System reliability
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Summary: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.
ISSN:0020-7543
1366-588X
DOI:10.1080/00207543.2016.1154209