DESCRIPTIVE SENSORY ATTRIBUTES AND CONSUMER...
Transcript of DESCRIPTIVE SENSORY ATTRIBUTES AND CONSUMER...
DESCRIPTIVE SENSORY ATTRIBUTES
AND CONSUMER ACCEPTANCE OF
CHERRY PIE FILLING
Nikola Tomić
Marina Lazarević
Ilija Djekić
Nada Šmigić
Sanja Ljubisavljević
Andreja Rajković
University of Belgrade, Faculty of Agriculture
Department of Food Safety and Quality Management
II International Congress: Food Technology, Quality and Safety
28 – 30. 10. 2014. Novi Sad, Serbia
Samples
• Six commercially available cherry pie fillings
purchased at local market (stored at 5-8 °C)
• Pastry rolls prepared in a local bakery
using the 6 cherry pie fillings
Descriptive evaluation
• Eight University staff members and students
• Four 2-hours training sessions over a period of
2 weeks using different pie fillings and a word list
• Sensory testing laboratory at the University
Attribute Definition
APPEARANCE
Colour description The colour of the sample
(from cherry-red to brown).
Gel viscosity The viscosity of the sample (thin - thick).
Amount of cherry
fruit* The amount of cherry fruit in the filling
(none - many).
Degree of fruit
disintegration Degree to which the cherry fruit is
disintegrated (whole - disintegrated).
* Excluded from further dimension reduction analysis.
Descriptive evaluation
Descriptive evaluation
Attribute Definition
ODOUR
Cherry-odour The intensity of cherry-odour (none - intensive).
Off-odour The intensity of off-odour (none - intensive).
FLAVOR
Cherry-flavour The strength of all cherry flavours
(none - intensive).
Off-flavour The intensity of an off-flavour (none - intensive).
Sweetness* The taste stimulated by sugars
(none - intensive).
Sourness The taste stimulated by acids (none - intensive).
* Excluded from further dimension reduction analysis.
Descriptive evaluation
Attribute Definition
TEXTURE
Slipperiness* The amount in which the product slides across
the tong (drag - slip).
Fruit firmness The force required to compress between tongue
and palate (soft - firm).
Adhesiveness Amount of force to remove sample from roof of
the mouth (no force - high force).
RESIDUAL
Mouth coating* Amount of particles left on mouth surface
(none to much).
* Excluded from further dimension reduction analysis.
Descriptive evaluation
• 15 cm line scales
• verbal anchors at both ends
• free choice in using the scales
• the samples were compared to each other
• 2 replications
Acceptance testing
• 100 students (sensory testing lab.)
• chosen if they were users of the product
• degree of acceptability of cherry pie fillings as
an integral part of baked filled pastry rolls
• 9-point category hedonic scale
Statistical analysis
(Idiogrid 2.4/2008 and SPSS 17.0 softwares)
• Raw descriptive data - standardized
• One-way MANOVA – to test for multivar. effect
• Three-way ANOVA (each sensory attribute) (amount of fruit, sweetness, slipperiness, mouth coating)
• Generalized Procrustes analysis (GPA)
• Principal component analysis (PCA)
• Linear multiple regression analysis
• K-means cluster analysis
Results (GPA)
• Strong agreement among
the individual measurem.
• Small individual diffeferen.
in overall variability
min.
max.
Results (PCA)
PC1
(31.2%)
PC2
(28.9%)
PC3
(25.0%)
• The first 3 PCs were retained.
• PC1 + PC2 + PC3 = 85.1 %
(of the total variance)
• loadings ≥ 0.72 (considred to load heavily)
• chery-flavour (+)
• off-flavour (-)
• sourness (+)
• gel viscosity (+)
• degree of fruit
desintegration (+)
• cherry-odour (-)
• off-odour (+)
• fruit firmness (-)
• adhesiveness (-)
PREFMAP
• PC1 – PC2 plots
PREFMAP
• PC2 – PC3 plots
Sample A
• cherry-odour
• thin gel viscosity
• lower degree of fruit disintegration
• presence of off-odour
• low level of fruit firmn. & adhesiv.
PREFMAP
• PC1 – PC3 plots
Sample D
• adhesiveness
• fruit firmness
• absence of off-odour
Samples C and E
• cherry-flavour
• sourness
• absence of off-flavour
Sample B
• off-flavour
• adhesiveness
• fruit firmness
• low level of sournes and
cherry-flavour
PREFMAP
• PC2 – PC3 plots
Sample F
• thick gel viscosity
• higher degree of fruit disintegration
• off-odour and off-flavour
• low levels of fruit cherry-flavour,
adhesiveness and fruit firmness
PREFMAP
• 4 clusters for consumer responses
(proportions of respondents ≥ 20%)
Clusters 3 & 4 (+PC1 / Spl.C & E)
• cherry-flavour
• sourness
• absence of off-flavour
PREFMAP
Clusters 4 & 1 (+PC3 & -PC2 / Spl. A)
• cherry-flavour & sourness
• thin gel viscosity
• lower degree of fruit disintegration
• low level of fruit firmn. & adhesiv. • 4 consumer clusters
(respondents ≥ 20%)
PREFMAP
• 4 consumer clusters
(respondents ≥ 20%)
Cluster 2 (PC3 / Spl. D)
• adhesiveness
• fruit firmness
• absence of off-odour
PREFMAP
• 4 consumer clusters
(respondents ≥ 20%)
Sample F (none of the clusters)
• very thick gel viscosity
• highest degree of fruit disintegration
• pronounced off -odour and -flavour
• lowest levels of fruit cherry-flavour,
adhesiveness and fruit firmness
Mean consumer acceptance scores
of cherry pie fillings
Samples Mean hedonic scores (n = 100)
Homogeneous subsets for = 0.05*
Sd
1 2
F 4.77 2.30
B 4.98 2.46
A 6.11 2.03
D 6.22 2.03
C 6.48 2.01
E 6.49 2.20
* The values within a homogenous subset are not significantly different
• off-flavour
• low levels of cherry flavour
(as assesed by the
descriptive panel)
Thank You for Your Attention
Nikola Tomić, Ph.D. [email protected]