Neuronal Correlates of Product Feature Attractiveness

Decision-making is the process of selecting a logical choice from among the available options and happens as a complex process in the human brain. It is based on information processing and cost-analysis; it involves psychological factors, specifically, emotions. In addition to cost factors personal...

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Published in:Frontiers in Behavioral Neuroscience
Main Authors: Franziska Schoen, Matthias Lochmann, Julian Prell, Kirsten Herfurth, Stefan Rampp
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnbeh.2018.00147/full
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author Franziska Schoen
Matthias Lochmann
Julian Prell
Kirsten Herfurth
Stefan Rampp
Stefan Rampp
author_facet Franziska Schoen
Matthias Lochmann
Julian Prell
Kirsten Herfurth
Stefan Rampp
Stefan Rampp
author_sort Franziska Schoen
collection DOAJ
container_title Frontiers in Behavioral Neuroscience
description Decision-making is the process of selecting a logical choice from among the available options and happens as a complex process in the human brain. It is based on information processing and cost-analysis; it involves psychological factors, specifically, emotions. In addition to cost factors personal preferences have significant influence on decision making. For marketing purposes, it is interesting to know how these emotions are related to product acquisition decision and how to improve these products according to the user's preferences. For our proof-of-concept study, we use magneto- and electro-encephalography (MEG, EEG) to evaluate the very early reactions in the brain related to the emotions. Recordings from these methods are comprehensive sources of information to investigate neural processes of the human brain with good spatial- and excellent temporal resolution. Those characteristics make these methods suitable to examine the neurologic process that gives origin to human behavior and specifically, decision making. Literature describes some neuronal correlates for individual preferences, like asymmetrical distribution of frequency specific activity in frontal and prefrontal areas, which are associated with emotional processing. Such correlates could be used to objectively evaluate the pleasantness of product appearance and branding (i.e., logo), thus avoiding subjective bias. This study evaluates the effects of different product features on brain activity and whether these methods could potentially be used for marketing and product design. We analyzed the influence of color and fit of sports shirts, as well as a brand logo on the brain activity, specifically in frontal asymmetric activation. Measurements were performed using MEG and EEG with 10 healthy subjects. Images of t-shirts with different characteristics were presented on a screen. We recorded the subjective evaluation by asking for a positive, negative or neutral rating. The results showed significantly different responses between positively and negatively rated shirts. While the influence of the presence of a logo was present in behavioral data, but not in the neurocognitive data, the influence of shirt fit and color could be reconstructed in both data sets. This method may enable evaluation of subjective product preference.
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spelling doaj-art-206301aaa8d6485e97bca5bde5d3ac9b2025-08-19T20:40:54ZengFrontiers Media S.A.Frontiers in Behavioral Neuroscience1662-51532018-07-011210.3389/fnbeh.2018.00147371014Neuronal Correlates of Product Feature AttractivenessFranziska Schoen0Matthias Lochmann1Julian Prell2Kirsten Herfurth3Stefan Rampp4Stefan Rampp5Division of Sports and Exercise Medicine, Department of Sport Science and Sport, Friedrich-Alexander-Universität Erlangen-Nuremberg, Erlangen, GermanyDivision of Sports and Exercise Medicine, Department of Sport Science and Sport, Friedrich-Alexander-Universität Erlangen-Nuremberg, Erlangen, GermanyDepartment of Neurosurgery, University of Halle, Halle, GermanyDepartment of Neurosurgery, University Hospital Erlangen, Erlangen, GermanyDepartment of Neurosurgery, University of Halle, Halle, GermanyDepartment of Neurosurgery, University Hospital Erlangen, Erlangen, GermanyDecision-making is the process of selecting a logical choice from among the available options and happens as a complex process in the human brain. It is based on information processing and cost-analysis; it involves psychological factors, specifically, emotions. In addition to cost factors personal preferences have significant influence on decision making. For marketing purposes, it is interesting to know how these emotions are related to product acquisition decision and how to improve these products according to the user's preferences. For our proof-of-concept study, we use magneto- and electro-encephalography (MEG, EEG) to evaluate the very early reactions in the brain related to the emotions. Recordings from these methods are comprehensive sources of information to investigate neural processes of the human brain with good spatial- and excellent temporal resolution. Those characteristics make these methods suitable to examine the neurologic process that gives origin to human behavior and specifically, decision making. Literature describes some neuronal correlates for individual preferences, like asymmetrical distribution of frequency specific activity in frontal and prefrontal areas, which are associated with emotional processing. Such correlates could be used to objectively evaluate the pleasantness of product appearance and branding (i.e., logo), thus avoiding subjective bias. This study evaluates the effects of different product features on brain activity and whether these methods could potentially be used for marketing and product design. We analyzed the influence of color and fit of sports shirts, as well as a brand logo on the brain activity, specifically in frontal asymmetric activation. Measurements were performed using MEG and EEG with 10 healthy subjects. Images of t-shirts with different characteristics were presented on a screen. We recorded the subjective evaluation by asking for a positive, negative or neutral rating. The results showed significantly different responses between positively and negatively rated shirts. While the influence of the presence of a logo was present in behavioral data, but not in the neurocognitive data, the influence of shirt fit and color could be reconstructed in both data sets. This method may enable evaluation of subjective product preference.https://www.frontiersin.org/article/10.3389/fnbeh.2018.00147/fullmagnetoencephalographyelectroencephalographyneurologybrain activityattractivenessemotion
spellingShingle Franziska Schoen
Matthias Lochmann
Julian Prell
Kirsten Herfurth
Stefan Rampp
Stefan Rampp
Neuronal Correlates of Product Feature Attractiveness
magnetoencephalography
electroencephalography
neurology
brain activity
attractiveness
emotion
title Neuronal Correlates of Product Feature Attractiveness
title_full Neuronal Correlates of Product Feature Attractiveness
title_fullStr Neuronal Correlates of Product Feature Attractiveness
title_full_unstemmed Neuronal Correlates of Product Feature Attractiveness
title_short Neuronal Correlates of Product Feature Attractiveness
title_sort neuronal correlates of product feature attractiveness
topic magnetoencephalography
electroencephalography
neurology
brain activity
attractiveness
emotion
url https://www.frontiersin.org/article/10.3389/fnbeh.2018.00147/full
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AT stefanrampp neuronalcorrelatesofproductfeatureattractiveness
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