Abstract
In fast moving consumer goods industries, effective and robust sensory discrimination and preference methods need to achieve various business objectives, such as product reformulation. A new preference-difference test was designed in this study as more effective and reliable method. In this method, 3-point paired-preference test was performed before conducting same-different test. The performance of new method was compared with performances of difference-preference test and conventional pairedpreference test. Each of 256 female consumers participated in all three test methods in a counterbalanced order for discriminating two types of strawberry flavored carbonated drinks. McNemar test and Thurstonian modeling/signal detection theory (SDT) were used to compare the effectiveness of same-different tests. SDT analysis and a significance test using the concept of ‘identicality norm’ were applied to compare robustness of preference tests. The results of these analyses indicated that preference-difference test could not only provide better discrimination but also showed more robust preference results.
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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 samedifferent tests by consumers for discriminating products varying sodium contents. Food Qual. Prefer. 37: 100–108 (2014)
Kim MA, Chae JE, van Hout D, Lee HS. Higher performance of constant-reference duo-trio test incorporating affective reference framing in comparison with triangle test. Food Qual. Prefer. 32: 113–125 (2014)
Kim MA, Sim HM, Lee HS. Affective discrimination methodology: Determination and use of a consumer-relevant sensory difference for food quality maintenance. Food Res. Int. 70: 47–54 (2015)
Mojet J, Köster EP. Investigation into the appreciation of three lowalcohol beers (in Dutch). Utrecht University: Report Psychological Laboratory (Confidential research report), Utrecht, Netherlands (1986)
Köster EP. Les épreuves hédoniques. pp. 182–206. In: Evaluation Sensorielle, Manuel Méthodologique. 2nd ed. Depledt F, Le Magnen J. (eds). Tec & Doc Lavoisier, Paris, France (1998)
Frandsen LW, Dijksterhuis G, Brockhoff P, Nielsen JH, Martens M. Feelings as a basis for discrimination: Comparison of a modified authenticity test with the same-different test for slightly different types of milk. Food Qual. Prefer. 18: 97–105 (2007)
Prescott J. Flavour as a psychological construct: Implications for perceiving and measuring the sensory qualities of foods. Food Qual. Prefer. 10: 349–356 (1999)
Köster EP. The psychology of food choice: Some often encountered fallacies. Food Qual. Prefer. 14: 359–373 (2003)
Dijksterhuis GB, Byrne DV. Does the mind reflect the mouth? Sensory profiling and the future. Crit. Rev. Food Sci. 45: 527–534 (2005)
Prescott J. Interactions between cognitive processes and hedonic states (abstract no. O.1). In: Abstracts: 6th Pangborn sensory science symposium. August 7-11, Harrogate International Centre, North Yorkshire, UK. Elsevier, Oxford, UK (2005)
Chae JE, Lee YM, Lee HS. Affective same-different discrimination tests for assessing consumer discriminability between milks with subtle differences. Food Qual. Prefer. 21: 427–438 (2010)
Chapman KW, Grace-Martin K, Lawless HT. Expectations and stability of preference choice. J. Sens. Stud. 21: 441–455 (2006)
Rousseau B, Meyer A, O’Mahony M. Power and sensitivity of the same-different test: Comparison with triangle and duo-trio methods. J. Sens. Stud. 13: 149–173 (1998)
Rousseau B, Rogeaux M, O’Mahony M. Mustard discrimination by same-different and triangle tests: aspects of irritation, memory and τ criteria. Food Qual. Prefer. 10: 173–184 (1999)
Lawless HT, Heymann H. Sensory evaluation of food: Principles and practices. (2nd ed). Springer, New York, NY, USA. pp. 303–324 (2010)
Lee HS, O'Mahony M. The evolution of a model: A review of Thurstonian and conditional stimulus effects on difference testing. Food Qual. Prefer. 18: 369–383 (2007)
MacMillan NA, Creelman CD. Detection Theory: A User’s Guide. 2nd ed. Lawrence Erlbaum Associates, Inc., Mahwah, NJ, USA. pp. 3–50 (2005)
Christensen RHB, Brockhoff PB. sensR: An R-package for sensory discrimination. R package version 1.4-0. Available from: http:// www.cran.r-project.org/package=sensR. Accessed Dec. 12, 2014.
Christensen RHB, Lee HS, Brockhoff PB. Estimation of the Thurstonian model for the 2-AC protocol. Food Qual. Prefer. 24: 119–128 (2012)
Ennis DM, Ennis JM. Accounting for no difference/preference responses or ties in choice experiments. Food Qual. Prefer. 23: 13–17 (2012)
Braun V, Rogeaux M, Schneid N, O’Mahony M, Rousseau B. Corroborating the 2-AFC and 2-AC Thurstonian models using both a model system and sparkling water. Food Qual. Prefer. 15: 501507 (2004)
Christensen RHB. Ordinal: Regression models for ordinal data. R package version 2013.9-30. Available from: http://www.cran.rproject. org/package=ordinal. Accessed Dec. 13, 2014.
R Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available from: http://www.R-project.org/. Accessed Dec. 24, 2014.
Ennis JM, Ennis DM. A comparison of three commonly used methods for treating no preference votes. J. Sens. Stud. 27: 123–129 (2012)
Moskowitz HR, Beckley JH, Resurreccion AVA. What types of tests do sensory researchers do to measure sensory response to the product? and … Why do they do them? pp. 229–281. Sensory and consumer research in food product design and development. 2nd ed. Moskowitz HR, Beckley JH, Resurreccion AVA (eds). Blackwell Publishing Ltd., Hoboken, NJ, USA (2012)
Boutrolle I, Arranz D, Rogeaux M, Delarue J. Comparing central location test and home use test results: Application of a new criterion. Food Qual. Prefer. 16: 704–713 (2005)
Kim MA, Dessirier JM, van Hout D, Lee HS. Consumer contextspecific sensory acceptance tests: Effects of a cognitive warm-up on affective product discrimination. Food Qual. Prefer. 41: 163–171 (2015)
Keith NK, Pettijohn CE, Keith ME. Discrimination tests: Evaluating context effects and respondent reliability using the switchback experimental design. J. Target. Meas. Anal. Mark. 17: 115–125 (2009)
Angulo O, O’Mahony M. The paired preference test and the ‘No Preference’ option: Was Odesky correct? Food Qual. Prefer. 16: 425–434 (2005)
Kim HS, Lee HS, O’Mahony M, Kim KO. Paired preference tests using placebo pairs and different response options for chips, orange juices and cookies. J. Sens. Stud. 23: 417–438 (2008)
Xia Y, Rivera–Quintero A, Calderon E, Zhong F, O’Mahony M. Paired preference tests with reversed hidden demand characteristics. J. Sens. Stud. 29: 149–158 (2014)
Greenberg A. Paired comparisons in consumer-product tests. J. Marketing 22: 411–414 (1958)
Greenberg A, Collins S. Paired comparison taste tests: Some food for thought. J. Marketing Res. 3: 76–80 (1966)
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Kim, IA., Yoon, JY. & Lee, HS. Measurement of consumers’ sensory discrimination and preference: Efficiency of preference-difference test utilizing the 3-point preference test precedes the same-different test. Food Sci Biotechnol 24, 1355–1362 (2015). https://doi.org/10.1007/s10068-015-0174-0
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DOI: https://doi.org/10.1007/s10068-015-0174-0