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

Detalhes bibliográficos
Autor(a) principal: Bartkiene, Elena
Data de Publicação: 2019
Outros Autores: Steibliene, Vesta, Adomaitiene, Virginija, Juodeikiene, Grazina, Cernauskas, Darius, Lele, Vita, Klupsaite, Dovile, Zadeike, Daiva, Jarutiene, Laura, Guiné, Raquel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.19/5496
Resumo: 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.HindawiRepositório Científico do Instituto 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/10400.19/5496engBartkiene, E., Steibliene, V., Adomaitiene, V., Juodeikiene, G., Cernauskas, D., Lele, V., ... Guiné, R.P.F. (2019). Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology. BioMed Research International, Vol 2019 (2097415),1-10. https://doi.org/10.1155/2019/209741510.1155/2019/2097415info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-01-16T15:28:08Zoai:repositorio.ipv.pt:10400.19/5496Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:43:51.073502Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
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 Repositório Científico do 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
format article
status_str publishedVersion
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
language eng
dc.relation.none.fl_str_mv Bartkiene, E., Steibliene, V., Adomaitiene, V., Juodeikiene, G., Cernauskas, D., Lele, V., ... Guiné, R.P.F. (2019). Factors affecting consumer food preferences: food taste and depression-based evoked emotional expressions with the use of face reading technology. BioMed Research International, Vol 2019 (2097415),1-10. https://doi.org/10.1155/2019/2097415
10.1155/2019/2097415
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Hindawi
publisher.none.fl_str_mv Hindawi
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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