We construct two models of the behavior of consumers in an environment where there is uncertainty about brand attributes. In our models, both usage experience and advertising exposure give consumers noisy signals about brand attributes. Consumers use these signals to update their expectations of...

Based upon a recently developed multiattribute generalization of prospect theory's value function (Tversky and Kahneman 1991), we argue that consumer choice is influenced by the position of brands relative to multiattribute reference points, and that consumers weigh losses from a reference point...

Sales promotions and product enhancements are commonly expected to increase a brand's sales, when they do not negatively impact its utility and cost. That is, the purchase probability of consumers who find the promotion or additional feature attractive will increase, whereas the purchase...

We develop a brand choice model with learning based on the Kalman filter methodology. The model enables us to separate the effects of contemporaneous marketing promotions from the impact of the perceived quality valuation accrued through product usage over time. We also account for idiosyncratic...

Internal market structure analysis infers brand positions in an attribute space from preference and choice data, given a market in which consumers have heterogeneous tastes for attributes. Previous market structure models have adopted a static framework (e.g., Elrod 1988, Chintagunta 1994, Elrod...

We develop a comprehensive utility maximizing framework to study the impact of marketing variables on the category purchase, brand choice and purchase quantity decisions of households for frequently purchased packaged goods. The model allows for dependence among the three decisions while...

It is an everyday marketplace occurrence that brands lose and gain share. However, a brand's sales gain or loss can be attributable to very different factors, and thus understanding the sources of sales gain or loss would seem to be an important aspect of a brand manager's job. The primary...

The notion that individuals have an internal reference price against which they compare observed prices is well supported by several psychological theories. Empirically, several papers in the marketing literature, employing scanner panel data, have modeled the impact of reference prices on brand...

Consumers often simultaneously purchase multiple units in the same product category. Whether they are best off purchasing an assortment of alternatives or an equal number of one alternative is addressed in this paper. Models of an expected-utility-maximizing consumer are developed, and it is...

A stochastic model is proposed to examine how changes in frequency of price discounts affect brand choice decisions of consumers who exhibit variety-seeking and reinforcement behavior. It is shown that the effect on choice depends on whether the brand offering discounts is a major or minor brand...