This paper studies differences in consumers' grocery shopping behaviorwhen they shop online and in a brick-and-mortar store. To do so, Iassemble a new scanner dataset that tracks customers' grocery purchasesin-store and on the Internet. This allows comparison in behavior of thesame households,...