Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics

Neuro-imaging holds great potential for predicting choice behavior from brain responses. In this study we used both traditional mass-univariate and state-of-the-art multivariate pattern analysis to establish which brain regions respond to preferred packages and to what extent neural activation patterns can predict realistic low-involvement consumer choices. More specifically, this was assessed in the context of package-induced binary food choices. Mass-univariate analyses showed that several regions, among which the bilateral striatum, were more strongly activated in response to preferred food packages. Food choices could be predicted with an accuracy of up to 61.2% by activation patterns in brain regions previously found to be involved in healthy food choices (superior frontal gyrus) and visual processing (middle occipital gyrus). In conclusion, this study shows that mass-univariate analysis can detect small package-induced differences in product preference and that MVPA can successfully predict realistic low-involvement consumer choices from functional MRI data.

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Bibliographic Details
Main Authors: van der Laan, L.N., de Ridder, D.T.D., Viergever, M.A., Smeets, P.A.M.
Format: Article/Letter to editor biblioteca
Language:English
Subjects:activations, attention, brain, color-perception, consumers, decision-making, fmri, orbitofrontal cortex, signals, valuation,
Online Access:https://research.wur.nl/en/publications/appearance-matters-neural-correlates-of-food-choice-and-packaging
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spelling dig-wur-nl-wurpubs-4411742024-08-06 van der Laan, L.N. de Ridder, D.T.D. Viergever, M.A. Smeets, P.A.M. Article/Letter to editor PLoS ONE 7 (2012) 7 ISSN: 1932-6203 Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics 2012 Neuro-imaging holds great potential for predicting choice behavior from brain responses. In this study we used both traditional mass-univariate and state-of-the-art multivariate pattern analysis to establish which brain regions respond to preferred packages and to what extent neural activation patterns can predict realistic low-involvement consumer choices. More specifically, this was assessed in the context of package-induced binary food choices. Mass-univariate analyses showed that several regions, among which the bilateral striatum, were more strongly activated in response to preferred food packages. Food choices could be predicted with an accuracy of up to 61.2% by activation patterns in brain regions previously found to be involved in healthy food choices (superior frontal gyrus) and visual processing (middle occipital gyrus). In conclusion, this study shows that mass-univariate analysis can detect small package-induced differences in product preference and that MVPA can successfully predict realistic low-involvement consumer choices from functional MRI data. en application/pdf https://research.wur.nl/en/publications/appearance-matters-neural-correlates-of-food-choice-and-packaging 10.1371/journal.pone.0041738 https://edepot.wur.nl/264839 activations attention brain color-perception consumers decision-making fmri orbitofrontal cortex signals valuation Wageningen University & Research
institution WUR NL
collection DSpace
country Países bajos
countrycode NL
component Bibliográfico
access En linea
databasecode dig-wur-nl
tag biblioteca
region Europa del Oeste
libraryname WUR Library Netherlands
language English
topic activations
attention
brain
color-perception
consumers
decision-making
fmri
orbitofrontal cortex
signals
valuation
activations
attention
brain
color-perception
consumers
decision-making
fmri
orbitofrontal cortex
signals
valuation
spellingShingle activations
attention
brain
color-perception
consumers
decision-making
fmri
orbitofrontal cortex
signals
valuation
activations
attention
brain
color-perception
consumers
decision-making
fmri
orbitofrontal cortex
signals
valuation
van der Laan, L.N.
de Ridder, D.T.D.
Viergever, M.A.
Smeets, P.A.M.
Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics
description Neuro-imaging holds great potential for predicting choice behavior from brain responses. In this study we used both traditional mass-univariate and state-of-the-art multivariate pattern analysis to establish which brain regions respond to preferred packages and to what extent neural activation patterns can predict realistic low-involvement consumer choices. More specifically, this was assessed in the context of package-induced binary food choices. Mass-univariate analyses showed that several regions, among which the bilateral striatum, were more strongly activated in response to preferred food packages. Food choices could be predicted with an accuracy of up to 61.2% by activation patterns in brain regions previously found to be involved in healthy food choices (superior frontal gyrus) and visual processing (middle occipital gyrus). In conclusion, this study shows that mass-univariate analysis can detect small package-induced differences in product preference and that MVPA can successfully predict realistic low-involvement consumer choices from functional MRI data.
format Article/Letter to editor
topic_facet activations
attention
brain
color-perception
consumers
decision-making
fmri
orbitofrontal cortex
signals
valuation
author van der Laan, L.N.
de Ridder, D.T.D.
Viergever, M.A.
Smeets, P.A.M.
author_facet van der Laan, L.N.
de Ridder, D.T.D.
Viergever, M.A.
Smeets, P.A.M.
author_sort van der Laan, L.N.
title Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics
title_short Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics
title_full Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics
title_fullStr Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics
title_full_unstemmed Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics
title_sort appearance matters: neural correlates of food choice and packaging aesthetics
url https://research.wur.nl/en/publications/appearance-matters-neural-correlates-of-food-choice-and-packaging
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AT viergeverma appearancemattersneuralcorrelatesoffoodchoiceandpackagingaesthetics
AT smeetspam appearancemattersneuralcorrelatesoffoodchoiceandpackagingaesthetics
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