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Abstract
Sensory science is a multidisciplinary field that encompasses a wide variety of established and newly developed tests to document human responses to stimuli. Sensory tests are not limited to the area of food science but they find wide application within the diverse areas of the food science arena. Sensory tests can be divided into two basic groups: analytical tests and affective tests. Analytical tests are generally product-focused, and affective tests are generally consumer-focused. Selection of the appropriate test is critical for actionable results. This review addresses an overview of sensory tests and best practices.
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Affiliation(s)
- M A Drake
- Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina, USA;
| | - M E Watson
- Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina, USA;
| | - Y Liu
- Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina, USA;
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Velázquez AL, Vidal L, Varela P, Ares G. Can children use the A‐not a test? J SENS STUD 2022. [DOI: 10.1111/joss.12749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ana Laura Velázquez
- Sensometrics & Consumer Science, Instituto Polo Tecnológico de Pando, Facultad de Química Universidad de la República Pando Canelones Uruguay
- Graduate Program in Chemistry, Facultad de Química Universidad de la República Pando Uruguay
| | - Leticia Vidal
- Sensometrics & Consumer Science, Instituto Polo Tecnológico de Pando, Facultad de Química Universidad de la República Pando Canelones Uruguay
| | | | - Gastón Ares
- Sensometrics & Consumer Science, Instituto Polo Tecnológico de Pando, Facultad de Química Universidad de la República Pando Canelones Uruguay
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The observed variance of dʹ estimates compared across the 2-AFCR, Triangle, and Tetrad Tasks. Food Qual Prefer 2022. [DOI: 10.1016/j.foodqual.2022.104578] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Keefer HM, Sipple LR, Carter BG, Barbano DM, Drake MA. Children's perceptions of fluid milk with varying levels of milkfat. J Dairy Sci 2022; 105:3004-3018. [PMID: 35086705 DOI: 10.3168/jds.2021-20826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 11/07/2021] [Indexed: 11/19/2022]
Abstract
Schools participating in federal meal programs are limited to serving skim or low-fat (≤1%) flavored and unflavored milk. Few studies have directly addressed child perceptions and preferences for milk containing different amounts of milkfat. The objective of this study was to determine whether children can differentiate between flavored and unflavored fluid milk containing varying levels of milkfat and whether preferences for certain levels of milkfat exist. Flavored and unflavored milks containing 4 different percentages of milkfat (≤0.5, 1, 2, and 3.25%) were high-temperature, short-time processed, filled into half-gallon light-shielded milk jugs, and stored at 4°C in the dark. Milks were evaluated by children (ages 8-13 yr) following 7 d at 4°C. Acceptance testing and tetrad difference testing were conducted on flavored and unflavored milks with and without visual cues to determine if differences were driven by visual or flavor or mouthfeel cues. Child acceptance testing (n = 138 unflavored; n = 123 flavored) was conducted to evaluate liking and perception of selected attributes. Tetrad testing (n = 127 unflavored; n = 129 flavored) was conducted to determine if children could differentiate between different fat levels even in the absence of a difference in acceptance. The experiment was replicated twice. When visual cues were present, children had higher overall liking for 1% and 2% milks than skim for unflavored milk and higher liking for chocolate milks containing at least 1% milk fat than for skim. Differences in liking were driven by appearance, viscosity, and flavor. In the absence of visual cues, no differences were observed in liking or flavor or mouthfeel attributes for unflavored milk but higher liking for at least 1% milk fat in chocolate milk compared with skim was consistent with the presence of visual cues. From tetrad testing, children could visually tell a difference between all unflavored pairs except 2% versus whole milk and could not detect consistent differences between milkfat pairs in the absence of visual cues. For chocolate milk, children could tell a difference between all milk fat pairs with visual cues and could tell a difference between skim versus 2% and skim versus whole milk without visual cues. These results demonstrate that in the absence of package-related flavors, school-age children like unflavored skim milk as well as milk with higher fat content in the absence of visual cues. In contrast, appearance as well as flavor and mouthfeel attributes play a role in children's liking as well as their ability to discriminate between chocolate milks containing different amounts of fat, with chocolate milk containing at least 1% fat preferred. The sensory quality of school lunch milk is vital to child preference, and processing efforts are needed to maximize school milk sensory quality.
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Affiliation(s)
- H M Keefer
- Department of Food, Bioprocessing and Nutrition Sciences, Southeast Dairy Foods Research Center, Box 7624, North Carolina State University, Raleigh 27695-7624
| | - L R Sipple
- Department of Food, Bioprocessing and Nutrition Sciences, Southeast Dairy Foods Research Center, Box 7624, North Carolina State University, Raleigh 27695-7624
| | - B G Carter
- Department of Food, Bioprocessing and Nutrition Sciences, Southeast Dairy Foods Research Center, Box 7624, North Carolina State University, Raleigh 27695-7624
| | - D M Barbano
- Department of Food Science, Northeast Dairy Foods Research Center, Cornell University, 311 Tower Road, Ithaca, NY 14853
| | - M A Drake
- Department of Food, Bioprocessing and Nutrition Sciences, Southeast Dairy Foods Research Center, Box 7624, North Carolina State University, Raleigh 27695-7624.
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Dasnoy S, Fouache M, White A. Application of tetrad testing to the evaluation of blinding strategies for ancillary supplies used in controlled clinical trials. Clin Trials 2021; 18:667-672. [PMID: 34496673 DOI: 10.1177/17407745211044119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND/AIMS Ensuring verum and placebo cannot be visually distinguished from each other is a critical aspect of blinded controlled clinical trials. Our objective was to propose a rational approach to the visual evaluation of placebo matching candidates. METHODS Verum and placebo samples were prepared in clear clinical ancillary supplies (intravenous bags, syringes and administration lines) covered at different levels using opaque sleeves. Triangle and tetrad tests, two sensory discriminative testing methods widely used in the food industry, were applied to assess visual differences between verum and placebo. RESULTS Triangle and tetrad test results allowed defining the level of opaque coverage required to ensure blinding for three biological drug molecules of therapeutic interest. While the limited number of panelists did not allow a statistically sound comparison of triangle and tetrad test methodologies, tetrad test has a theoretical higher power than triangle test, meaning fewer panelists are needed to reach the same statistical conclusion. CONCLUSION Tetrad test offers a rational approach to define a blinding strategy for ancillary supplies used in a controlled clinical trial.
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Velázquez AL, Vidal L, Varela P, Ares G. Can children use temporal sensory methods to describe visual and food stimuli? Food Qual Prefer 2020. [DOI: 10.1016/j.foodqual.2020.104002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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Castura J, King S, Findlay C. Does the τ estimate from same-different test data represent a relevant sensory effect size for determining sensory equivalency? Food Qual Prefer 2019. [DOI: 10.1016/j.foodqual.2019.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Burns SL, Penfield MP, Saxton AM, Luckett CR. Comparison of triangle and tetrad discrimination methodology in an applied manner. Food Qual Prefer 2018. [DOI: 10.1016/j.foodqual.2018.02.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Castura JC, King SK, Phipps K. How task instructions affect performance on the unspecified tetrad test. J SENS STUD 2018. [DOI: 10.1111/joss.12329] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
| | | | - K. Phipps
- Compusense Inc.; Guelph Ontario Canada
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Mann G. Copycat snacks: Can students differentiate between school and store snacks? Appetite 2018; 121:63-68. [PMID: 29107768 DOI: 10.1016/j.appet.2017.10.028] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Revised: 10/09/2017] [Accepted: 10/21/2017] [Indexed: 11/25/2022]
Abstract
In 2014, the national Smart Snacks in School nutrition standards placed regulations on all snack foods sold in schools. Many food companies reformulated common snack food products for sale in schools, called "copycat snacks", which look similar to nutritionally different foods sold in stores. It is possible that these snacks create consumer confusion among students. The purpose of this study was to determine if middle school students could differentiate, in taste and appearance, between school (copycat) and store versions of common snacks. Seventy-six middle school students evaluated three different food products offered in schools: Froot Loops, Rice Krispy Treats, and Doritos. Students tasted snacks in a series of triangle tests for difference, one for each snack food, including school and store versions. Students were also presented with packages, school and store versions of the same products, and asked to determine the expected taste, purchase intentions, and perceived healthfulness. Students could determine taste differences between school and store Rice Krispy Treats yet could not differentiate between Froot Loop and Dorito varieties. Students rated store versions of all three snacks with greater expected taste, higher intention to purchase, and as less healthy. While it seems product confusion concerning copycat snacks may not be severe in this sample, snack food brands are still a prominent feature in schools. It is possible that these copycat snacks can confuse students' perceptions of healthy foods. Alternative packaging for school foods or reformation of store versions of snack foods may be viable solutions to this problem.
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Affiliation(s)
- Georgianna Mann
- The University of Mississippi, Department of Nutrition and Hospitality Management, United States.
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Jeong YN, van Hout D, Groeneschild C, Lee HS. Comparative categorization method: Using 2-AFC strategy in constant-reference duo-trio for discrimination of multiple stimuli from a reference. Food Qual Prefer 2017. [DOI: 10.1016/j.foodqual.2017.03.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Jeong YN, Kang BA, Jeong MJ, Song MJ, Hautus MJ, Lee HS. Sensory discrimination by consumers of multiple stimuli from a reference: Stimulus configuration in A-Not AR and constant-ref. duo-trio superior to triangle and unspecified tetrad? Food Qual Prefer 2016. [DOI: 10.1016/j.foodqual.2015.06.021] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Optimal difference test sequence and power for discriminating soups of varying sodium content: DTFM version of dual-reference duo–trio with unspecified tetrad tests. Food Res Int 2015; 76:458-465. [DOI: 10.1016/j.foodres.2015.06.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Revised: 06/10/2015] [Accepted: 06/17/2015] [Indexed: 11/24/2022]
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Ennis JM, Christensen R. A Thurstonian comparison of the Tetrad and Degree of Difference tests. Food Qual Prefer 2015. [DOI: 10.1016/j.foodqual.2014.05.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Bi J, Lee HS, O'Mahony M. Estimation of Thurstonian Models for Various Forced-Choice Sensory Discrimination Methods as a Form of the “M + N” Test. J SENS STUD 2014. [DOI: 10.1111/joss.12114] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Jian Bi
- Sensometrics Research and Service; Richmond VA 23236
| | - Hye-Seong Lee
- Department of Food Science and Engineering; Ewha Womans University; Seoul Korea
| | - Michael O'Mahony
- Department of Food Science and Technology; University of California; Davis CA
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Choi YJ, Kim JY, Christensen RHB, van-Hout D, Lee HS. Superior performance of constant-saltier-reference DTF and DTFM to same-different tests by consumers for discriminating products varying sodium contents. Food Qual Prefer 2014. [DOI: 10.1016/j.foodqual.2014.04.018] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Olivas R, Lopez-Malo A, Angulo O, O'Mahony M. The Same-Different Method: Positive Effects of Reduced Memory Load Versus Negative Effects of Uncontrolled τ-Criterion Variation, Using Forced-Choice Methods as a Comparison. J SENS STUD 2014. [DOI: 10.1111/joss.12096] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ricardo Olivas
- Department of Chemical and Food Engineering; Universidad de las Americas, Puebla; Cholula Puebla Mexico
| | - Aurelio Lopez-Malo
- Department of Chemical and Food Engineering; Universidad de las Americas, Puebla; Cholula Puebla Mexico
| | - Ofelia Angulo
- Unidad de Investigación y Desarrollo en Alimentos Instituto; Tecnológico de Veracruz; Veracruz Mexico
| | - Michael O'Mahony
- Department of Food Science and Technology; University of California; Davis CA 95616
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Ennis JM, Rousseau B, Ennis DM. Sensory Difference Tests as Measurement Instruments: a Review of Recent Advances. J SENS STUD 2014. [DOI: 10.1111/joss.12086] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- John M. Ennis
- The Institute for Perception; 7629 Hull Street Road Richmond VA 23235
| | | | - Daniel M. Ennis
- The Institute for Perception; 7629 Hull Street Road Richmond VA 23235
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Jesionka V, Rousseau B, Ennis JM. Transitioning from proportion of discriminators to a more meaningful measure of sensory difference. Food Qual Prefer 2014. [DOI: 10.1016/j.foodqual.2013.04.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Affiliation(s)
- Karen Garcia
- Department of Food Science; Louisiana State University Agricultural Center; Baton Rouge LA 70803
| | | | - Witoon Prinyawiwatkul
- Department of Food Science; Louisiana State University Agricultural Center; Baton Rouge LA 70803
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Worch T, Delcher R. A Practical Guideline for Discrimination Testing Combining both the Proportion of Discriminators and Thurstonian Approaches. J SENS STUD 2013. [DOI: 10.1111/joss.12065] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Thierry Worch
- QI Statistics Limited; Penhales House, Ruscombe Lane, Ruscombe Reading Berkshire RG10 9JN UK
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Calle-Alonso F, Pérez C. A Statistical Agreement-Based Approach for Difference Testing. J SENS STUD 2013. [DOI: 10.1111/joss.12061] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- F. Calle-Alonso
- Faculty of Veterinary Medicine, Biostatistics Unit; University of Extremadura; Avda. de la Universidad s/n 10003 Cáceres Spain
| | - C.J. Pérez
- Faculty of Veterinary Medicine, Biostatistics Unit; University of Extremadura; Avda. de la Universidad s/n 10003 Cáceres Spain
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Affiliation(s)
- Benoît Rousseau
- The Institute for Perception; 2306 Anza Avenue Davis CA 95616
| | - John M. Ennis
- The Institute for Perception; 2306 Anza Avenue Davis CA 95616
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Affiliation(s)
- Michael O'Mahony
- Department of Food Science and Technology; University of California; Davis CA 95616
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Bi J, O'Mahony M. Variance of d′
for the Tetrad Test and Comparisons with Other Forced-Choice Methods. J SENS STUD 2012. [DOI: 10.1111/joss.12004] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jian Bi
- Sensometrics Research and Service; Richmond VA 23236
| | - Michael O'Mahony
- Department of Food Science and Technology; University of California; Davis CA
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