Online recommendation systems recommend products with widely different prices than that of their focal products. While conventional wisdom suggests that consumers may prefer lower priced recommendations, prior literature also indicates that consumers may not accept such products if their prices...

Different mechanisms through which easier access to physical stores could affect customers’ online purchase behavior are not well understood in the literature. We use customer-level data of a large apparel retailer to estimate the treatment effect of store openings on the online purchase...