Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology

Bibliographic Details
Main Author: Bartkiene, Elena
Publication Date: 2019
Other Authors: Steibliene, Vesta, Adomaitiene, Virginija, Juodeikiene, Grazina, Cernauskas, Darius, Lele, Vita, Klupsaite, Dovile, Zadeike, Daiva, Jarutiene, Laura, Guiné, Raquel
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.19/5496
Summary: In this study, several factors (social status, age, gender, education, knowledge about healthy eating, and attitude to food) affecting consumer food choices (FC), including the relationship between the taste of food, FC, and depression, were analysed by using sensory traits and face reading technology. The first stage of the experimental scheme was the analysis of factors affecting consumer food preferences by using a questionnaire, while the second stage was evaluation of emotional expressions evoked by different food tastes in individuals with and without depressive disorders (DD), using the FaceReader 6 software. We show that gender is a significant factor for most emotional motivations, with a higher effect in females where there was an indication of increased cravings for sweets when feeling depressed. Age was a significant factor in the motivation to eat for positive feelings, while education had a significant influence on perceptions regarding healthy eating. Face reading technology was found to be sufficiently accurate to detect differences in facial expressions induced by different tastes of food, for groups with and without DD. In conclusion, many factors are of high importance in the analysis of food choices, and the results obtained using the FaceReader 6 technique are very promising for food-mood relation analysis. We suggest that mood has a strong link with the choice of food.
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spelling Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technologyEating motivationsFood choiceIn this study, several factors (social status, age, gender, education, knowledge about healthy eating, and attitude to food) affecting consumer food choices (FC), including the relationship between the taste of food, FC, and depression, were analysed by using sensory traits and face reading technology. The first stage of the experimental scheme was the analysis of factors affecting consumer food preferences by using a questionnaire, while the second stage was evaluation of emotional expressions evoked by different food tastes in individuals with and without depressive disorders (DD), using the FaceReader 6 software. We show that gender is a significant factor for most emotional motivations, with a higher effect in females where there was an indication of increased cravings for sweets when feeling depressed. Age was a significant factor in the motivation to eat for positive feelings, while education had a significant influence on perceptions regarding healthy eating. Face reading technology was found to be sufficiently accurate to detect differences in facial expressions induced by different tastes of food, for groups with and without DD. In conclusion, many factors are of high importance in the analysis of food choices, and the results obtained using the FaceReader 6 technique are very promising for food-mood relation analysis. We suggest that mood has a strong link with the choice of food.HindawiInstituto Politécnico de ViseuBartkiene, ElenaSteibliene, VestaAdomaitiene, VirginijaJuodeikiene, GrazinaCernauskas, DariusLele, VitaKlupsaite, DovileZadeike, DaivaJarutiene, LauraGuiné, Raquel2019-04-26T10:39:29Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.19/5496eng10.1155/2019/2097415info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-03-06T14:05:40Zoai:repositorio.ipv.pt:10400.19/5496Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T00:15:51.459244Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology
title Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology
spellingShingle Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology
Bartkiene, Elena
Eating motivations
Food choice
title_short Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology
title_full Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology
title_fullStr Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology
title_full_unstemmed Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology
title_sort Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology
author Bartkiene, Elena
author_facet Bartkiene, Elena
Steibliene, Vesta
Adomaitiene, Virginija
Juodeikiene, Grazina
Cernauskas, Darius
Lele, Vita
Klupsaite, Dovile
Zadeike, Daiva
Jarutiene, Laura
Guiné, Raquel
author_role author
author2 Steibliene, Vesta
Adomaitiene, Virginija
Juodeikiene, Grazina
Cernauskas, Darius
Lele, Vita
Klupsaite, Dovile
Zadeike, Daiva
Jarutiene, Laura
Guiné, Raquel
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Instituto Politécnico de Viseu
dc.contributor.author.fl_str_mv Bartkiene, Elena
Steibliene, Vesta
Adomaitiene, Virginija
Juodeikiene, Grazina
Cernauskas, Darius
Lele, Vita
Klupsaite, Dovile
Zadeike, Daiva
Jarutiene, Laura
Guiné, Raquel
dc.subject.por.fl_str_mv Eating motivations
Food choice
topic Eating motivations
Food choice
description In this study, several factors (social status, age, gender, education, knowledge about healthy eating, and attitude to food) affecting consumer food choices (FC), including the relationship between the taste of food, FC, and depression, were analysed by using sensory traits and face reading technology. The first stage of the experimental scheme was the analysis of factors affecting consumer food preferences by using a questionnaire, while the second stage was evaluation of emotional expressions evoked by different food tastes in individuals with and without depressive disorders (DD), using the FaceReader 6 software. We show that gender is a significant factor for most emotional motivations, with a higher effect in females where there was an indication of increased cravings for sweets when feeling depressed. Age was a significant factor in the motivation to eat for positive feelings, while education had a significant influence on perceptions regarding healthy eating. Face reading technology was found to be sufficiently accurate to detect differences in facial expressions induced by different tastes of food, for groups with and without DD. In conclusion, many factors are of high importance in the analysis of food choices, and the results obtained using the FaceReader 6 technique are very promising for food-mood relation analysis. We suggest that mood has a strong link with the choice of food.
publishDate 2019
dc.date.none.fl_str_mv 2019-04-26T10:39:29Z
2019
2019-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.19/5496
url http://hdl.handle.net/10400.19/5496
dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv 10.1155/2019/2097415
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Hindawi
publisher.none.fl_str_mv Hindawi
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
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