articleJournal of Management Information SystemsOct 2, 2015Closed access

How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management

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Abstract

Despite numerous testimonials of first movers, the underlying mechanisms of organizations’ big data analytics (BDA) usage deserves close investigation. Our study addresses two essential research questions: (1) How does organizational BDA usage affect value creation? and (2) What are key antecedents of organizational-level BDA usage? We draw on dynamic capabilities theory to conceptualize BDA use as a unique information processing capability that brings competitive advantage to organizations. Furthermore, we employ the technology–organization–environment (TOE) framework to identify and theorize paths via which factors influence the actual usage of BDA. Survey data collected from 161 U.S.-based companies show…

Citation impact

800
total citations
FWCI
34.23
Percentile
100%
References
93
Citations per year

Authors

3

Topics & keywords

Keywords
  • Dynamism
  • Business
  • Knowledge management
  • Competitive advantage
  • Value (mathematics)
  • Dynamic capabilities
  • Big data
  • Analytics
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