This study examines whether user-generated content (UGC) is related to stock market performance, which metric of UGC has the strongest relationship, and what the dynamics of the relationship are. We aggregate UGC from multiple websites over a four-year period across 6 markets and 15 firms. We...

We investigate the evolution of online ratings over time and sequence. We first establish that there exist two distinct dynamic processes, one as a function of the amount of time a book has been available for review and another as a function of the sequence of reviews themselves. We find that,...

We investigate a business-to-business context and ask <i>when</i> and <i>why</i> a firm should announce a "reference program" that commits the firm to facilitating the flow of information about the efficacy of its products from early adopters to potential late adopters. We model a monopolist manufacturer with...

Consumer choice is influenced in a direct and meaningful way by the actions taken by others. These “actions” range from face-to-face recommendations from a friend to the passive observation of what a stranger is wearing. We refer to the set of such contexts as “social interactions” (SI)....

Agents make decisions by trading off cost, return and risk. The literature, however, does not consider the impact of risk on action choice. We show that this tradeoff has important implications for the firm. First, the firm may provide no insurance in the salary. Since the agent’s action...

Managers are very interested in word-of-mouth communication because it can have a tremendous impact on a product's sales. However, there are at least three significant challenges associated with measuring word of mouth. It is our primary objective in this paper to address these challenges. First...