Assessing ultrapremium red wine quality using PLS-SEM

Very few studies have evaluated the categorization of ultra-premium wine. Thus, determination of key factors defining its quality has become imperative. The primary aim of this study was to investigate wine attributes that contribute to professional wine quality perception in the ultra-premium red wine category. This was done by analyzing Spanish DO wines and weighing the influence of the ortho-nasal and in-mouth attributes. The first focus of the research was intended to select representative wines from an initial preselection. The wines were sensory characterized by binary response using a Check-All-That-Applied questionnaire. The results led to the categorization of the wines into seven groups and a representative wine of each group was selected. The wines were evaluated for 13 aroma, 3 taste and 19 mouthfeel attributes as well as overall quality perception using Rate-All-That-Apply. The PLS-SEM analysis relates quality scores to sensory attributes of wines. From the PLS-SEM analysis, Spanish ultra-premium red wines that were considered higher in quality were rated higher in mouthcoating, red/black fruits, spicy, and coffee aromas and lower in leather, dusty, burning and watery. No taste attributes significantly contributed to wine quality. Mouthfeel terms were 1.37 times more important than aroma attributes in the construction of quality.

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Bibliographic Details
Main Authors: Liu, Shu-Yan, Ruiz Vega, Agustín, Dizy, Marta
Other Authors: Ministerio de Economía y Competitividad (España)
Format: artículo biblioteca
Published: Elsevier 2023-03-01
Subjects:Sensory analysis, CATA, RATA, Formative measurement model, Flavor,
Online Access:http://hdl.handle.net/10261/337006
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spelling dig-icvv-es-10261-3370062023-10-11T09:12:32Z Assessing ultrapremium red wine quality using PLS-SEM Liu, Shu-Yan Ruiz Vega, Agustín Dizy, Marta Ministerio de Economía y Competitividad (España) Agencia Estatal de Investigación (España) Ministerio de Ciencia e Innovación (España) Universidad de La Rioja Gobierno de La Rioja Sensory analysis CATA RATA Formative measurement model Flavor Very few studies have evaluated the categorization of ultra-premium wine. Thus, determination of key factors defining its quality has become imperative. The primary aim of this study was to investigate wine attributes that contribute to professional wine quality perception in the ultra-premium red wine category. This was done by analyzing Spanish DO wines and weighing the influence of the ortho-nasal and in-mouth attributes. The first focus of the research was intended to select representative wines from an initial preselection. The wines were sensory characterized by binary response using a Check-All-That-Applied questionnaire. The results led to the categorization of the wines into seven groups and a representative wine of each group was selected. The wines were evaluated for 13 aroma, 3 taste and 19 mouthfeel attributes as well as overall quality perception using Rate-All-That-Apply. The PLS-SEM analysis relates quality scores to sensory attributes of wines. From the PLS-SEM analysis, Spanish ultra-premium red wines that were considered higher in quality were rated higher in mouthcoating, red/black fruits, spicy, and coffee aromas and lower in leather, dusty, burning and watery. No taste attributes significantly contributed to wine quality. Mouthfeel terms were 1.37 times more important than aroma attributes in the construction of quality. This research was supported by the Spanish Ministry of Economy and Competitiveness (MINECO), (projects AGL2014-59840-C2-2 R & AGL2017-87373-C3-3 R) and by the University of La Rioja and the Regional Government of La Rioja SYL pre-doctoral fellowship (FPU-2018). 2023-10-11T09:10:03Z 2023-10-11T09:10:03Z 2023-03-01 2023-10-11T09:10:04Z artículo doi: 10.1016/j.lwt.2023.114560 issn: 0023-6438 LWT - Food Science and Tecnology 177: 114560 (2023) http://hdl.handle.net/10261/337006 #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/MINECO//AGL2014-59840-C2-2-R/ES/NUEVAS HERRAMIENTAS Y CONCEPTOS CUANTITATIVOS PARA LA CONSTRUCCION DE VINOS TECNOLOGICAMENTE MEJORES, MAS ESTABLES Y CON MENOS SULFITOS/ info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/AGL2017-87373-C3-3-R/ES/POTENCIAL QUIMICO-SENSORIAL DE LA FRACCION FENOLICA (FF) DE LAS UVAS: CARACTERIZACION Y MEJORA EN LA ELABORACION DE VINOS TINTOS/ Publisher's version The underlying dataset has been published as supplementary material of the article in the publisher platform at http://dx.doi.org/10.1016/j.lwt.2023.114560 http://dx.doi.org/10.1016/j.lwt.2023.114560 Sí open application/pdf Elsevier
institution ICVV ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-icvv-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del ICVV España
topic Sensory analysis
CATA
RATA
Formative measurement model
Flavor
Sensory analysis
CATA
RATA
Formative measurement model
Flavor
spellingShingle Sensory analysis
CATA
RATA
Formative measurement model
Flavor
Sensory analysis
CATA
RATA
Formative measurement model
Flavor
Liu, Shu-Yan
Ruiz Vega, Agustín
Dizy, Marta
Assessing ultrapremium red wine quality using PLS-SEM
description Very few studies have evaluated the categorization of ultra-premium wine. Thus, determination of key factors defining its quality has become imperative. The primary aim of this study was to investigate wine attributes that contribute to professional wine quality perception in the ultra-premium red wine category. This was done by analyzing Spanish DO wines and weighing the influence of the ortho-nasal and in-mouth attributes. The first focus of the research was intended to select representative wines from an initial preselection. The wines were sensory characterized by binary response using a Check-All-That-Applied questionnaire. The results led to the categorization of the wines into seven groups and a representative wine of each group was selected. The wines were evaluated for 13 aroma, 3 taste and 19 mouthfeel attributes as well as overall quality perception using Rate-All-That-Apply. The PLS-SEM analysis relates quality scores to sensory attributes of wines. From the PLS-SEM analysis, Spanish ultra-premium red wines that were considered higher in quality were rated higher in mouthcoating, red/black fruits, spicy, and coffee aromas and lower in leather, dusty, burning and watery. No taste attributes significantly contributed to wine quality. Mouthfeel terms were 1.37 times more important than aroma attributes in the construction of quality.
author2 Ministerio de Economía y Competitividad (España)
author_facet Ministerio de Economía y Competitividad (España)
Liu, Shu-Yan
Ruiz Vega, Agustín
Dizy, Marta
format artículo
topic_facet Sensory analysis
CATA
RATA
Formative measurement model
Flavor
author Liu, Shu-Yan
Ruiz Vega, Agustín
Dizy, Marta
author_sort Liu, Shu-Yan
title Assessing ultrapremium red wine quality using PLS-SEM
title_short Assessing ultrapremium red wine quality using PLS-SEM
title_full Assessing ultrapremium red wine quality using PLS-SEM
title_fullStr Assessing ultrapremium red wine quality using PLS-SEM
title_full_unstemmed Assessing ultrapremium red wine quality using PLS-SEM
title_sort assessing ultrapremium red wine quality using pls-sem
publisher Elsevier
publishDate 2023-03-01
url http://hdl.handle.net/10261/337006
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AT ruizvegaagustin assessingultrapremiumredwinequalityusingplssem
AT dizymarta assessingultrapremiumredwinequalityusingplssem
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