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
.jpg)
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/42252
Ver los metadatos del registro completo
| id |
CONICETDig_8b57ad2873eb91d7204a69a970083335 |
|---|---|
| oai_identifier_str |
oai:ri.conicet.gov.ar:11336/42252 |
| network_acronym_str |
CONICETDig |
| repository_id_str |
3498 |
| 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 |
| _version_ |
1848597318147768320 |
| score |
13.25334 |