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JND of gustatory and olfactory stimuli
1. Just-Noticeable Differences of gustatory
and olfactory stimuli
Georgia Karyotaki
MSc student
Sensory Science and
Eating Behaviour group
Division of Human
Nutrition
prof.dr.ir. K. de Graaf
dr. S. Boesveldt
2. Background
• Taste perception
• Taste: nutrient-sensor (e.g. bitterness/sweetness)
• Need for identifying these food sources even in low
concentrations
• Tiny differences of concentrations should be detected
• Smell perception
• Synthetic, multidimensional, experience-based
Discrimination ability Poor
Differential sensitivity Weak
Discrimination ability Good
Differential sensitivity High
3. Objectives
• Just-Noticeable Difference (JND)
“The minimum change of a physical stimulus that is necessary in
order for a person to perceive the change 50% of the time.”
(Lawless, 2010)
• Aim of study
• Determine the JND thresholds for the basic taste qualities
(including Umami) and a selection of congruent odorants.
• Hypothesis
• JND thresholds of smell will be lower than of taste
4. Methodology (1/3)
Sensory testing
• 10 subjects, 21-28yr., 6 women-4 men, students
• Discrimination testing: Paired comparisons
• “which sample is more intense?”
• Psychophysical method of constant stimuli
• Test stimulus compared to a standard
• Study design
• 5 intensity levels
• Constant Stimulus (CS): level 3
6. Methodology (3/3)
Data analysis
Responses ‘stronger
than the CS’ on the
basis of 80 responses
for each quality
Psychometric functions
Logarithmic
transformation
Transform into normal
deviates
(z-scores))
Estimate
concentrations
corresponding to z
values of -0.675 and
+0.675 (25% and 75%
stronger than CS)
(𝐂𝐨𝐧𝐜𝟕𝟓−𝐂𝐨𝐧𝐜𝟐𝟓)
𝟐
JND
8. Results (2/2)
Tastant JND (g/lt) Odorant JND (g/lt)
Salty
1.127
Smoked Salt
1.989
Umami
1.174
Mushroom
1.749
Sour
1.570
Caramel
2.718
Sweet
1.113
Coffee
2.424
Bitter
1.145
Persian Lime
2.189
Table 1. Overview of Just-Noticeable Difference thresholds of all qualities.
9. Conclusions
Hypothesis
Just-Noticeable Difference thresholds of smell will be lower
than of taste
• Higher JND thresholds for smell than taste
• Taste: Good discrimination ability – Low JND
Smell (compared to taste): Poor discrimination ability – High JND
• Introduction of JNDs of Umami and odorants
• Recommendations: More studies on determining JND thresholds
for a wider range of odorants
A typical indicator of differential sensitivity is the J-N-D threshold. It is defined as…
As we noted in the previous slide taste has a high differential sensitivity, whereas smell has a rather poor sensitivity.
In this study, we aimed at exploring this contrast, by determining….
Based on literature, we hypothesized that…
For the study, we first recruited 10 subjects, 21-28 yo, …
We then conducted a discrimination sensory test with paired comparisons, where the task of the participant was to judge which….
The most appropriate method to determine JND thresholds, is the method of CS, where the test stimulus …
During the study, 5 distinct levels of intensity were tested, with the standard, constant stimulus being always level 3.
For taste… participants evaluated solutions of
Sodium chloride, MSG (monosodium glutamate)
For olfaction we used…
At the bottom of the slide the experimental protocol is depicted.
We first presented each subject with the 5 pairs of samples, within each pair we had a test stimulus plus the standard, and we asked the subjects to either …. Depending on the sense that we tested that moment.
They then had to judge …and finally report their responses on the score sheet that was provided.
After carrying out the experiments, we first counted the ‘stronger than the standard’ responses…
Based on the responses, we then obtained the psychometric functions for each quality.
The data were first logarithmically transformed and then transformed into normal deviates.
Later on, the Least-square regression of z scores was used to...
The last step before calculating the JND, was taking half of the difference between these two concentration values following their back-transformation.
“the increase of the physical stimulus (∆I) that is required to be just discriminably different from the starting level I.”