This study investigates how usage experience with various decision aids available in an online store contributes to purchase behavior evolution in a new Internet shopping environment. In the context of online grocery stores, we categorize four types of decision aids: those for 1) nutritional needs, 2) brand preference, 3) economic needs, and 4) personalized shopping lists, and construct a Nonho...