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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 patte...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3404976/ https://www.ncbi.nlm.nih.gov/pubmed/22848586 http://dx.doi.org/10.1371/journal.pone.0041738 |
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author | Van der Laan, Laura N. De Ridder, Denise T. D. Viergever, Max A. Smeets, Paul A. M. |
author_facet | Van der Laan, Laura N. De Ridder, Denise T. D. Viergever, Max A. Smeets, Paul A. M. |
author_sort | Van der Laan, Laura N. |
collection | PubMed |
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 | Online Article Text |
id | pubmed-3404976 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-34049762012-07-30 Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics Van der Laan, Laura N. De Ridder, Denise T. D. Viergever, Max A. Smeets, Paul A. M. PLoS One Research Article 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. Public Library of Science 2012-07-25 /pmc/articles/PMC3404976/ /pubmed/22848586 http://dx.doi.org/10.1371/journal.pone.0041738 Text en Van der Laan et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Van der Laan, Laura N. De Ridder, Denise T. D. Viergever, Max A. Smeets, Paul A. M. Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics |
title | 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_short | Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics |
title_sort | appearance matters: neural correlates of food choice and packaging aesthetics |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3404976/ https://www.ncbi.nlm.nih.gov/pubmed/22848586 http://dx.doi.org/10.1371/journal.pone.0041738 |
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