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Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences
Emotions are an essential drive in decision making and may influence consumer preference. In this study we assessed the influence of brands in product preference after tasting 2 soft-drinks (Coca Cola vs. Cola beverage), by using physiological measurements, namely the skin conductance, the respirato...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106218/ https://www.ncbi.nlm.nih.gov/pubmed/35560319 http://dx.doi.org/10.1371/journal.pone.0267429 |
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author | Laureanti, Rita Barbieri, Riccardo Cerina, Luca Mainardi, Luca |
author_facet | Laureanti, Rita Barbieri, Riccardo Cerina, Luca Mainardi, Luca |
author_sort | Laureanti, Rita |
collection | PubMed |
description | Emotions are an essential drive in decision making and may influence consumer preference. In this study we assessed the influence of brands in product preference after tasting 2 soft-drinks (Coca Cola vs. Cola beverage), by using physiological measurements, namely the skin conductance, the respiratory rate and heart rate variability (HRV) extracted using contactless sensors. The experimental protocol enrolled twenty-five young subjects which were asked to taste 2 soft drinks in random order, without knowing the brand (blind condition) and then knowing the brand (not blind condition). After each phase the subject was asked to choose the preferred beverage. Our main hypothesis is that if the subject knows the brand there is an arousal effect, independently from the absolute appreciation of the product. In order to evaluate the emotional components, the skin conductance, respiratory and Video-Photoplethysmographic (PPG) signals were continuously recorded throughout the experiment. The Video-PPG was then processed to extract HRV parameters. We observed that the arousal levels changed among beverages and conditions, going from higher arousal for Coca-Cola in the blind condition, to higher arousal for Cola in the not blind condition. Moreover, 44% of the subjects changed their preference when the brand was uncovered: from blind to not blind conditions, 6 subjects went from Cola to Coca-Cola as preferred drink and 5 went from Coca-Cola to Cola. Opposite results were found for the two beverages when comparing the physiological response when the beverage was/was not preferred. Finally, differences were found also between consumers and not consumers of Coca-Cola and the blind/not blind comparison. We conclude that the brand is a fundamental element in a request for choice and it can affect the first emotional response of a subject. |
format | Online Article Text |
id | pubmed-9106218 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-91062182022-05-14 Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences Laureanti, Rita Barbieri, Riccardo Cerina, Luca Mainardi, Luca PLoS One Research Article Emotions are an essential drive in decision making and may influence consumer preference. In this study we assessed the influence of brands in product preference after tasting 2 soft-drinks (Coca Cola vs. Cola beverage), by using physiological measurements, namely the skin conductance, the respiratory rate and heart rate variability (HRV) extracted using contactless sensors. The experimental protocol enrolled twenty-five young subjects which were asked to taste 2 soft drinks in random order, without knowing the brand (blind condition) and then knowing the brand (not blind condition). After each phase the subject was asked to choose the preferred beverage. Our main hypothesis is that if the subject knows the brand there is an arousal effect, independently from the absolute appreciation of the product. In order to evaluate the emotional components, the skin conductance, respiratory and Video-Photoplethysmographic (PPG) signals were continuously recorded throughout the experiment. The Video-PPG was then processed to extract HRV parameters. We observed that the arousal levels changed among beverages and conditions, going from higher arousal for Coca-Cola in the blind condition, to higher arousal for Cola in the not blind condition. Moreover, 44% of the subjects changed their preference when the brand was uncovered: from blind to not blind conditions, 6 subjects went from Cola to Coca-Cola as preferred drink and 5 went from Coca-Cola to Cola. Opposite results were found for the two beverages when comparing the physiological response when the beverage was/was not preferred. Finally, differences were found also between consumers and not consumers of Coca-Cola and the blind/not blind comparison. We conclude that the brand is a fundamental element in a request for choice and it can affect the first emotional response of a subject. Public Library of Science 2022-05-13 /pmc/articles/PMC9106218/ /pubmed/35560319 http://dx.doi.org/10.1371/journal.pone.0267429 Text en © 2022 Laureanti et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Laureanti, Rita Barbieri, Riccardo Cerina, Luca Mainardi, Luca Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences |
title | Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences |
title_full | Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences |
title_fullStr | Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences |
title_full_unstemmed | Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences |
title_short | Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences |
title_sort | analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106218/ https://www.ncbi.nlm.nih.gov/pubmed/35560319 http://dx.doi.org/10.1371/journal.pone.0267429 |
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