title: From "Where" to "What": Distributed Representations of Brand Associations in the Human Brain.
abstract: Considerable attention has been given to the notion that there exists a set of human-like characteristics associated with brands, referred to as brand personality. Here we combine newly available machine learning techniques with functional neuroimaging data to characterize the set of processes that give rise to these associations. We show that brand personality traits can be captured by the weighted activity across a widely distributed set of brain regions previously implicated in reasoning, imagery, and affective processing. That is, as opposed to being constructed via reflective processes, brand personality traits appear to exist a priori inside the minds of consumers, such that we were able to predict what brand a person is thinking about based solely on the relationship between brand personality associations and brain activity. These findings represent an important advance in the application of neuroscientific methods to consumer research, moving from work focused on cataloguing brain regions associated with marketing stimuli to testing and refining mental constructs central to theories of consumer behavior.
authors.affiliation: Haas School of Business, University of California, Berkeley; Helen Wills Neuroscience Institute, University of California, Berkeley.
authors.forename: Yu-Ping
authors.initials: YP
authors.lastname: Chen
authors.affiliation: Haas School of Business, University of California, Berkeley.
authors.forename: Leif D
authors.initials: LD
authors.lastname: Nelson
authors.affiliation: Haas School of Business, University of California, Berkeley; Helen Wills Neuroscience Institute, University of California, Berkeley.
authors.forename: Ming
authors.initials: M
authors.lastname: Hsu