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Updated: Feb 5, 2026

Basics of Multivariate Analysis in Neuroimaging Data
Published on: July 24, 2010
Motivation Modulates Brain Networks in Response to Faces Varying in Race and Status: A Multivariate Approach
Bradley D Mattan1, Jennifer T Kubota1,2, Tianyi Li3
1Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware 19716.
Abstract:
Previous behavioral and neuroimaging work indicates that individuals who are externally motivated to respond without racial prejudice tend not to spontaneously regulate their prejudice and prefer to focus on nonracial attributes when evaluating others. This fMRI multivariate analysis used partial least squares analysis to examine the distributed neural processing of race and a relevant but ostensibly nonracial attribute (i.e., socioeconomic status) as a function of the perceiver's external motivation. Sixty-one white male participants (Homo sapiens) privately formed impressions of black and white male faces ascribed with high or low status. Across all conditions, greater external motivation was associated with reduced coactivation of brain regions believed to support emotion regulation (rostral anterior cingulate cortex), introspection (middle cingulate), and social cognition (temporal pole, medial prefrontal cortex). The reduced involvement of this network irrespective of target race and status suggests that external motivation is related to the participant's overall approach to impression formation in an interracial context. The findings highlight the importance of examining network coactivation in understanding the role of external motivation in impression formation, among other interracial social processes.
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