California Management Review · 2016 · 226 citations · 0 references
ManagementStrategic ManagementSupply Chain ManagementBig Data AnalyticsSupply Chain AnalyticsSupply Chain StrategyInventory AnalyticsSupply Chain Decision AnalyticsSupply Chain Decision Support SystemsSupply Chain DigitalizationSupply Chain DigitizationSupply Chain OptimizationDigital Supply Chain ManagementLocation-based MarketingPredictive Supply Chain AnalyticsSupplier AnalyticsSupplier Process Risk AssessmentSupplier Risk AnalyticsSupply Chain ForecastingSupply Chain Risk Monitoring
Big data analytics has become an imperative for business leaders across every industry sector. Analytics applications that can deliver a competitive advantage appear all along the supply chain decision spectrum—from targeted location-based marketing to optimizing supply chain inventories to enabling supplier risk assessment. While many companies have used it to extract new insights and create new forms of value, other companies have yet to leverage big data to transform their supply chain operations. This article examines how leading companies use big data analytics to drive their supply chains and offers a framework for implementation based on lessons learned.