We study efficient real-time data collection for an online retailer that dynamically personalizes assortments based on customers’ attributes to learn their preferences and maximize revenue. Prior work on personalization in the operations management and marketing literature generally assumes a...

This paper investigates how a manufacturer's internal sourcing capability and government regulation influence the supplier's selling strategy and the manufacturer's sourcing decision. We consider a supply chain consisting of a supplier that produces a critical component, an independent...