Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
883863 | Journal of Economic Behavior & Organization | 2012 | 20 Pages |
We propose a neurally motivated network model of advertising where advertisements create complementarities among the directly observable attributes of a product, allowing a brand to obtain social value. The formalization of this process allows us to examine the indirect effects of advertising in addition to how ads might affect the decision utility of a product. We focus mainly on the externalities, both positive (spillovers) and negative (dilution), predicted by this model.
► We expand the hedonic pricing model by adding a neural-network structure on product attributes. ► Advertisements act by changing the connection strengths in this network. ► Changing these connections change consumer perceptions of products. ► The network structure predicts that advertisements will tend to produce externalities. ► The predicted externalities match with findings from the marketing literature.