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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Elsevier
2023-03-01
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Subjects: | Sensory analysis, CATA, RATA, Formative measurement model, Flavor, |
Online Access: | http://hdl.handle.net/10261/337006 |
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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 |
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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 |
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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 |
work_keys_str_mv |
AT liushuyan assessingultrapremiumredwinequalityusingplssem AT ruizvegaagustin assessingultrapremiumredwinequalityusingplssem AT dizymarta assessingultrapremiumredwinequalityusingplssem |
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