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…
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3Topics & keywords
Topics
Keywords
- Dynamism
- Business
- Knowledge management
- Competitive advantage
- Value (mathematics)
- Dynamic capabilities
- Big data
- Analytics
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