Comparison of the triangle and a self-defined two alternative forced choice test — TEI-tagged view

McClure, Lawless · 2010 · sensory-science · doi:10.1016/j.foodqual.2010.02.005 · full text at the source · TEI xml · tagged edition · index · concepts · authors
Where this record's text came from. faceted 2026-08 by reading the locally held text (pdftext); every evidence string verified as an exact substring of that text before merging. Claim type is 'method' because the contribution is a testing procedure (SD-2-AFC) and its head-to-head evaluation; the paper also carries a null result about previews, verbatim as 'No advantage of adding a preview to the triangle or 2-AFC was observed.', which the single-valued claim type facet cannot express. The paper reports no explicit statement about its own findings being replicated, so replication status is left at untested. Discipline given as sensory-science rather than psychology because the work is sensory evaluation of foods (Thurstonian discrimination testing), not a cognitive-psychology question. 2026-08-14 and 2026-08-25 schema-0.3 passes: every quote verified as an exact substring of the staged text and anchored at merge time; concept terms verified present; every edge endpoint an existing node.
Other fields define these differently the same word, defined another way in another discipline
variance 2 fields
Tags on this paper every tag the record carries, whether or not the words occur in the text below — a number is how many papers in the corpus carry that tag; a tag with no number is unique to this paper
d-prime6 sensory difference preview samples familiarization samples triangle test inversion2 behavioural-experiment117

Our tag layer for this paper

Cross-disciplinary analysis
content-tags & facets: phenomenon · claim-type · cross-domain-transfer · mechanism · claim-relation · replication-status · limitation — grounded in the full text
phenomenonsensory discrimination testing— “The triangle test and the 2-AFC test or paired comparison are commonly used discrimination tests.”
claim-typemethod— “The purpose of this study was to provide a direct comparison of a self-defined 2-AFC test to the non-directional triangle procedure.”
method — evidence— “Over 600 tests were conducted in both simple and complex food and beverage systems.”
transferfrom psychophysics / signal detection theory (Thurstonian scaling): d-prime as the measure of sensory difference, so that food-discrimination tests are scored on a psychophysical sensitivity scale rather than by proportion correct— “However, in some cases the SD-2- AFC produced lower d-prime values indicating lower absolute levels of sensory differentiation.”transfers[0]
mechanismchoosing an irrelevant attribute in the self-defined test adds irrelevant variation, which degrades the panellist's later discrimination— “As shown by the group analysis, choosing a ‘‘wrong” dimension, i.e. attending to some aspect of irrelevant variation, will degrade the subject’s performance.”mechanisms[0]
mechanismwider discriminal dispersion in some subjects makes rank-order reversals (inversions) of the two products more likely, so their responses oppose the majority— “If the discriminal dispersions are greater for some subjects than others, the possibility of such reversals becomes more likely and thus the choice of a response that is at odds with the ‘‘correct” or majority opinion.”mechanisms[1]
mechanismthe triangle test requires three implied paired comparisons, whose combined variability lowers its power relative to a directional AFC test— “Part of the difficulty with the triangle procedure arises from the inherent variability of the three implied paired comparisons that must be performed in order to select the ‘‘odd” or outlying (most different) sample.”mechanisms[2]
builds-on Pfaffmann (1953)— “Such a testing procedure was mentioned by Pfaffmann in 1953 who discussed both the benefits of incidental warm-up in repeated testing and the possibility of using a personally defined attribute in a two-sample choice test.”claim_relations[0]
extends O'Mahony and Goldstein (1986); O'Mahony et al. (1988) warmed-up paired comparison— “This statement thus foreshadowed the warmed-up paired comparison method of O’Mahony and Goldstein (1986) and O’Mahony et al. (1988) as well as the SD-2-AFC used here.”claim_relations[1]
contradicts Angulo et al. (2007)— “However, examination of the d-prime values shows that the increase in d-prime was not significant (.52–.98 for N = 9, z = 0.56).”claim_relations[2]
sensediscrimination - as STATISTICAL SIGNIFICANCE: how reliably a method returns a significant result, on which the SD-AFC beats the triangle— “Together these results support the suitability of the SD-AFC as an alternative to the triangle test in terms of statistical differentiation.”senses[0]
sensediscrimination - as ABSOLUTE SENSORY DISTANCE: the Thurstonian d-prime, on which the same SD-AFC comes out LOWER than the triangle for the same products— “However, when comparing the d-prime values, a different pattern emerged. For the soup, the SD-AFC had a lower d-prime than the triangle (z = 2.04, p < .05) and for the tea, it had a lower d-prime than the triangle with preview”senses[1]
sensepreview - a single presentation of both test stimuli before testing, explicitly contrasted with the more extensive warm-up— “A preview sample was defined as a presentation of both test stimuli before beginning the actual testing procedure.”senses[2]
sensed-prime - stated here as the Thurstonian measure of sensory difference, and used precisely because it is claimed to allow comparison ACROSS methods— “Thurstonian distance estimates (d-prime values) allow direct comparisons across different methods for the degree of sensory difference that is perceived.”senses[3]
senseinversion - a subject using a relevant attribute but ranking the two products the wrong way round, which the paper distinguishes from choosing an irrelevant attribute— “Another problem arises when the subject attends to a relevant dimension, but has difficulty rank ordering the stimuli correctly, which we have termed here ‘‘inversion” in our data.”senses[4]
controlsubjects were randomly assigned across the five discrimination procedures for simple stimuli — held — rules out that a difference between procedures is a difference between the subjects who happened to use each— “Subjects testing simple stimuli were randomly assigned to one of the following five procedures: triangle, triangle with preview, 2-AFC, 2-AFC with preview, or self-defined 2-AFC (SD-2-AFC).”controls[0]
edgesensory difference —operationalised-as→ d-prime— “An increase in d-prime, the Thurstonian measure of sensory difference”concept_edges[0]
edgepreview samples —renamed-across-fields→ familiarization samples— “Rousseau, Rogeaux, and O’Mahony (1999) showed that preview samples (called familiarization samples) function differently than full warm-up procedures.”concept_edges[1]
outcome (stated by the tagger, no quotation)control — heldcontrols[0]
for which uselimitation — the comparison between the two test procedures: RE-TASTING WAS ALLOWED DURING THE PREVIEW PHASE, BUT WAS NOT RECORDED, so drift toward a fuller tasting cannot be excluded— “Re-tasting was allowed during the preview phase, but was not recorded.”limitations[0]
for which uselimitation — the between-food variation: SOME OF THE VARIATION AMONG THE DIFFERENT FOODS WAS UNDOUBTEDLY CONTRIBUTED BY DIFFERENCES AMONG JUDGESlimitations[1]
for which uselimitation — independence across product systems: NO ATTEMPT WAS MADE TO EXCLUDE EARLIER PARTICIPANTS FROM A SUBSEQUENT FOOD PRODUCT TEST, ALTHOUGH THEY WERE OF COURSE RESTRICTED TO PARTICIPATION IN ONLY ONE CONDITION PER PRODUCTlimitations[2]
for which uselimitation — choosing a discrimination test on statistical power: the paper reports the SD-AFC as statistically superior to the triangle while returning lower Thurstonian d-prime values for the same productslimitations[3]
for which uselimitation — any d-prime of zero in this paper's subgroup table: it may be an assigned floor rather than a measured value, since below-chance groups were set to zero for the comparison
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[4]
for which uselimitation — the typical/atypical split as a measure of attending to the right attribute: the groups were defined by what a plurality of subjects said, and all other subjects were categorised as atypical
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[5]
for which uselimitation — comparing discrimination results across product systems: the authors state the variation was partly due to differences among judges and to who shows up on a given day
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[6]
for which uselimitation — the value of an inspection or preview phase in discrimination testing: the paper states this remains an open question and may depend on the product
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[7]
for which uselimitation — citing Rousseau et al. (1999) for a familiarization effect: this paper reports that none of the individual comparisons were significant and that no test of the combined claim was reported
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[8]
replicationuntested
limitationRe-tasting during the preview was permitted but not recorded, so the procedure may have drifted toward a full warm-up protocol for some subjects.
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limitations[0]
limitationVariation between the food systems may reflect differences between the judges who happened to participate rather than the methods.
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limitations[1]
limitationParticipants were not excluded from later product tests, so the same people could recur across product systems.
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limitations[2]
limitationThe two measures of the same thing disagree in direction: the method with the statistical advantage returns the LOWER estimate of absolute sensory difference, and the paper calls this paradoxical.
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limitations[3]
limitationBelow-chance performance was not recorded as below chance: those groups were assigned a d-prime of zero so that the comparison could be run.
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limitations[4]
limitationWhat counts as the CORRECT attribute is set by the majority of subjects, not by the manipulation, and a subject can be scored as atypical for disagreeing with the plurality.
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limitations[5]
limitationWho turns up decides part of the result, and the authors say so, crediting a reviewer.
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limitations[6]
limitationThe central question the paper set out to inform is left open.
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limitations[7]
limitationA result relied on in this literature is reported as untested: an overall difference was claimed by taking three non-significant comparisons together, with no test of that claim reported.
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limitations[8]
Content tags
content-observations: finding · quantity · variable · definition · key-term — grounded in the full text
findingThe three AFC formats, including the new self-defined 2-AFC, detected the sensory difference more reliably than the triangle test did.
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content_tags.findings[0]
findingPoorer discrimination in the self-defined 2-AFC went with panellists naming the wrong critical attribute or judging the difference in the reverse direction during the inspection phase.
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content_tags.findings[1]
findingLetting panellists preview both samples before a triangle or 2-AFC test brought no measurable benefit.
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content_tags.findings[2]
findingAlthough statistically more powerful, the self-defined 2-AFC produced smaller Thurstonian d-prime values than the triangle test, i.e. less absolute sensory differentiation.
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content_tags.findings[3]
findingPanellists who chose the same attribute as the majority reached higher d-prime values than those who chose an atypical attribute, significantly so for the fruit drink.
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content_tags.findings[4]
findingPanellists who reversed the majority direction of the attribute (calling the sweeter sample less sweet) discriminated worse than typical non-inverted panellists in the fruit drink and tea.
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content_tags.findings[5]
findingThe attribute a panellist stated during the preview predicted whether that panellist would answer correctly on later trials.
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content_tags.findings[6]
findingSelf-reported confidence after a preview barely predicted subsequent discrimination performance.
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content_tags.findings[7]
findingFor all 2-AFC tests, presenting the weaker sample before the stronger gave more correct answers than the reverse order.
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content_tags.findings[8]
quantityOver 600 — number of individual discrimination tests run across the four food systems
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content_tags.quantities[0]
quantity30 to 40 — number of subjects used per testing condition, chosen to match industrial discrimination panels
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content_tags.quantities[1]
quantityz = 2.04, p < .05 — size of the deficit in d-prime for the self-defined 2-AFC relative to the triangle in the soup system
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content_tags.quantities[2]
quantityv2 = 13.81, p < .05 — chi-squared advantage of the self-defined 2-AFC over the triangle in correct responses for the tea
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content_tags.quantities[3]
quantity9% or 10% (w/v) — the sucrose levels distinguishing the two fruit-drink samples
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content_tags.quantities[4]
quantity3.5 g/L — monosodium glutamate added to the modified vegetable broth
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content_tags.quantities[5]
quantityover 600 — discrimination tests conducted across the four food and beverage systems
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content_tags.quantities[6]
variabletotal number correct (dependent)
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content_tags.variables[4]
variabled-prime (dependent)
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content_tags.variables[5]
variableattribute selected by subjects (moderator)
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content_tags.variables[6]
variablerandomized order of presentation (control)
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content_tags.variables[10]
definitionself-defined 2-AFC (SD-2-AFC)
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content_tags.definitions[0]
definitionpreview sample
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content_tags.definitions[1]
definitionparadox of the discriminatory nondiscriminators
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content_tags.definitions[4]
Concepts
terms this paper carries, each with the sentence it was cut from — the layer that joins one paper to another. Terms with no quote yet are on CONCEPTS.html.
conceptd-prime
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concepts[0]
conceptsensory difference
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concepts[1]
conceptpreview samples
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concepts[2]
conceptfamiliarization samples
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concepts[3]
concepttriangle test
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concepts[4]
conceptinversion
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concepts[5]
Statistics — cross-field join keys
field-invariant statistical terms, used in their statistical sense (gated on a number / symbol / test). A p-value or a standard deviation means the SAME thing in physics, biology, psychology and sociology — so these are the strongest cross-field join keys. Grounded verbatim.
chi-squared v2 as written: v2
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content_tags.statistics[0]
z-test z as written: z-Test comparisons
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content_tags.statistics[1]
beta-binomial model as written: The beta binomial model
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content_tags.statistics[2]
effect size (Thurstonian d-prime) d0 as written: d-prime
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content_tags.statistics[3]
variance as written: Variances of the d-prime values
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content_tags.statistics[4]
t-test t as written: t-tests
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content_tags.statistics[5]
ANOVA as written: analysis of variance
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content_tags.statistics[6]
Tukey post hoc test as written: Tukey tests
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content_tags.statistics[7]
binomial test p as written: binomial p-values
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content_tags.statistics[8]

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