Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse

Autores
Esmerino, E. A.; Paixão, J. A.; Cruz, A. G.; Garitta, Lorena Garitta; Hough, Guillermo; Bolini, H. M. A.
Año de publicación
2015
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
For years, just-about-right (JAR) scales have been among the most used techniques to obtain sensory information about consumer perception, but recently, some researchers have harshly criticized the technique. The present study aimed to apply survival analysis to estimate the optimum sucrose concentration in probiotic petit suisse cheese and compare the survival analysis to JAR scales to verify which technique more accurately predicted the optimum sucrose concentration according to consumer acceptability. Two panels of consumers (total = 170) performed affective tests to determine the optimal concentration of sucrose in probiotic petit suisse using 2 different methods of analysis: JAR scales (n = 85) and survival analysis (n = 85). Then an acceptance test was conducted using naïve consumers (n = 100) between 18 and 60 yr old, with 2 samples of petit suisse, one with the ideal sucrose determined by JAR scales and the other with the ideal sucrose content determined by survival analysis, to determine which formulation was in accordance with consumer acceptability. The results indicate that the 2 sensory methods were equally effective in predicting the optimum sucrose level in probiotic petit suisse cheese, and no significant differences were detected in any of the characteristics related to liking evaluated. However, survival analysis has important advantages over the JAR scales. Survival analysis has shown the potential to be an advantageous tool for dairy companies because it was able to accurately predict the optimum sucrose content in a consumer-friendly way and was also practical for researchers because experimental sensory work is simpler and has been shown to be more cost effective than JAR scales without losses of consumer acceptability.
Fil: Esmerino, E. A.. Universidade Estadual de Campinas; Brasil
Fil: Paixão, J. A.. Universidade Estadual de Campinas; Brasil
Fil: Cruz, A. G.. Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro; Brasil
Fil: Garitta, Lorena Garitta. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Instituto Superior Experimental de Tecnología Alimentaria. Departamento de Evaluación Sensorial de Alimentos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Hough, Guillermo. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Instituto Superior Experimental de Tecnología Alimentaria. Departamento de Evaluación Sensorial de Alimentos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Bolini, H. M. A.. Universidade Estadual de Campinas; Brasil
Materia
Survival Analysis
Optimum Sucrose Level
Just-About-Right Scale
Petit Suisse Cheese
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/42252

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network_name_str CONICET Digital (CONICET)
spelling Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisseEsmerino, E. A.Paixão, J. A.Cruz, A. G.Garitta, Lorena GarittaHough, GuillermoBolini, H. M. A.Survival AnalysisOptimum Sucrose LevelJust-About-Right ScalePetit Suisse Cheesehttps://purl.org/becyt/ford/2.11https://purl.org/becyt/ford/2For years, just-about-right (JAR) scales have been among the most used techniques to obtain sensory information about consumer perception, but recently, some researchers have harshly criticized the technique. The present study aimed to apply survival analysis to estimate the optimum sucrose concentration in probiotic petit suisse cheese and compare the survival analysis to JAR scales to verify which technique more accurately predicted the optimum sucrose concentration according to consumer acceptability. Two panels of consumers (total = 170) performed affective tests to determine the optimal concentration of sucrose in probiotic petit suisse using 2 different methods of analysis: JAR scales (n = 85) and survival analysis (n = 85). Then an acceptance test was conducted using naïve consumers (n = 100) between 18 and 60 yr old, with 2 samples of petit suisse, one with the ideal sucrose determined by JAR scales and the other with the ideal sucrose content determined by survival analysis, to determine which formulation was in accordance with consumer acceptability. The results indicate that the 2 sensory methods were equally effective in predicting the optimum sucrose level in probiotic petit suisse cheese, and no significant differences were detected in any of the characteristics related to liking evaluated. However, survival analysis has important advantages over the JAR scales. Survival analysis has shown the potential to be an advantageous tool for dairy companies because it was able to accurately predict the optimum sucrose content in a consumer-friendly way and was also practical for researchers because experimental sensory work is simpler and has been shown to be more cost effective than JAR scales without losses of consumer acceptability.Fil: Esmerino, E. A.. Universidade Estadual de Campinas; BrasilFil: Paixão, J. A.. Universidade Estadual de Campinas; BrasilFil: Cruz, A. G.. Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro; BrasilFil: Garitta, Lorena Garitta. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Instituto Superior Experimental de Tecnología Alimentaria. Departamento de Evaluación Sensorial de Alimentos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Hough, Guillermo. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Instituto Superior Experimental de Tecnología Alimentaria. Departamento de Evaluación Sensorial de Alimentos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Bolini, H. M. A.. Universidade Estadual de Campinas; BrasilAmerican Dairy Science Association2015-11info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/42252Esmerino, E. A.; Paixão, J. A.; Cruz, A. G.; Garitta, Lorena Garitta; Hough, Guillermo; et al.; Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse; American Dairy Science Association; Journal of Dairy Science; 98; 11; 11-2015; 7544-75510022-0302CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.3168/jds.2015-9651info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0022030215006682info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-11-12T09:37:30Zoai:ri.conicet.gov.ar:11336/42252instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-11-12 09:37:30.689CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse
title Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse
spellingShingle Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse
Esmerino, E. A.
Survival Analysis
Optimum Sucrose Level
Just-About-Right Scale
Petit Suisse Cheese
title_short Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse
title_full Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse
title_fullStr Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse
title_full_unstemmed Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse
title_sort Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse
dc.creator.none.fl_str_mv Esmerino, E. A.
Paixão, J. A.
Cruz, A. G.
Garitta, Lorena Garitta
Hough, Guillermo
Bolini, H. M. A.
author Esmerino, E. A.
author_facet Esmerino, E. A.
Paixão, J. A.
Cruz, A. G.
Garitta, Lorena Garitta
Hough, Guillermo
Bolini, H. M. A.
author_role author
author2 Paixão, J. A.
Cruz, A. G.
Garitta, Lorena Garitta
Hough, Guillermo
Bolini, H. M. A.
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Survival Analysis
Optimum Sucrose Level
Just-About-Right Scale
Petit Suisse Cheese
topic Survival Analysis
Optimum Sucrose Level
Just-About-Right Scale
Petit Suisse Cheese
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.11
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv For years, just-about-right (JAR) scales have been among the most used techniques to obtain sensory information about consumer perception, but recently, some researchers have harshly criticized the technique. The present study aimed to apply survival analysis to estimate the optimum sucrose concentration in probiotic petit suisse cheese and compare the survival analysis to JAR scales to verify which technique more accurately predicted the optimum sucrose concentration according to consumer acceptability. Two panels of consumers (total = 170) performed affective tests to determine the optimal concentration of sucrose in probiotic petit suisse using 2 different methods of analysis: JAR scales (n = 85) and survival analysis (n = 85). Then an acceptance test was conducted using naïve consumers (n = 100) between 18 and 60 yr old, with 2 samples of petit suisse, one with the ideal sucrose determined by JAR scales and the other with the ideal sucrose content determined by survival analysis, to determine which formulation was in accordance with consumer acceptability. The results indicate that the 2 sensory methods were equally effective in predicting the optimum sucrose level in probiotic petit suisse cheese, and no significant differences were detected in any of the characteristics related to liking evaluated. However, survival analysis has important advantages over the JAR scales. Survival analysis has shown the potential to be an advantageous tool for dairy companies because it was able to accurately predict the optimum sucrose content in a consumer-friendly way and was also practical for researchers because experimental sensory work is simpler and has been shown to be more cost effective than JAR scales without losses of consumer acceptability.
Fil: Esmerino, E. A.. Universidade Estadual de Campinas; Brasil
Fil: Paixão, J. A.. Universidade Estadual de Campinas; Brasil
Fil: Cruz, A. G.. Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro; Brasil
Fil: Garitta, Lorena Garitta. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Instituto Superior Experimental de Tecnología Alimentaria. Departamento de Evaluación Sensorial de Alimentos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Hough, Guillermo. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Instituto Superior Experimental de Tecnología Alimentaria. Departamento de Evaluación Sensorial de Alimentos; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Bolini, H. M. A.. Universidade Estadual de Campinas; Brasil
description For years, just-about-right (JAR) scales have been among the most used techniques to obtain sensory information about consumer perception, but recently, some researchers have harshly criticized the technique. The present study aimed to apply survival analysis to estimate the optimum sucrose concentration in probiotic petit suisse cheese and compare the survival analysis to JAR scales to verify which technique more accurately predicted the optimum sucrose concentration according to consumer acceptability. Two panels of consumers (total = 170) performed affective tests to determine the optimal concentration of sucrose in probiotic petit suisse using 2 different methods of analysis: JAR scales (n = 85) and survival analysis (n = 85). Then an acceptance test was conducted using naïve consumers (n = 100) between 18 and 60 yr old, with 2 samples of petit suisse, one with the ideal sucrose determined by JAR scales and the other with the ideal sucrose content determined by survival analysis, to determine which formulation was in accordance with consumer acceptability. The results indicate that the 2 sensory methods were equally effective in predicting the optimum sucrose level in probiotic petit suisse cheese, and no significant differences were detected in any of the characteristics related to liking evaluated. However, survival analysis has important advantages over the JAR scales. Survival analysis has shown the potential to be an advantageous tool for dairy companies because it was able to accurately predict the optimum sucrose content in a consumer-friendly way and was also practical for researchers because experimental sensory work is simpler and has been shown to be more cost effective than JAR scales without losses of consumer acceptability.
publishDate 2015
dc.date.none.fl_str_mv 2015-11
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/42252
Esmerino, E. A.; Paixão, J. A.; Cruz, A. G.; Garitta, Lorena Garitta; Hough, Guillermo; et al.; Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse; American Dairy Science Association; Journal of Dairy Science; 98; 11; 11-2015; 7544-7551
0022-0302
CONICET Digital
CONICET
url http://hdl.handle.net/11336/42252
identifier_str_mv Esmerino, E. A.; Paixão, J. A.; Cruz, A. G.; Garitta, Lorena Garitta; Hough, Guillermo; et al.; Survival analysis: A consumer-friendly method to estimate the optimum sucrose level in probiotic petit suisse; American Dairy Science Association; Journal of Dairy Science; 98; 11; 11-2015; 7544-7551
0022-0302
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.3168/jds.2015-9651
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0022030215006682
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv American Dairy Science Association
publisher.none.fl_str_mv American Dairy Science Association
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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