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. 2019 Sep 17;8(9):419. doi: 10.3390/foods8090419

Table 6.

Penalty analysis of the control (C) and the reformulated muffins.

Sample Attribute Level % Consumers Overall Liking
C Surface colour Much less 23 7.03
JAR 70 7.05
Much more 7 7.28
Crumb colour Much less 28 7.03
JAR 59 7.05
Much more 13 7.03
Sweetness Much less 23 7.02
JAR 60 7.05
Much more 17 7.30
Hardness Much less 17 7.05
JAR 76 7.03
Much more 7 7.05
Sponginess Much less 14 7.11
JAR 53 7.03
Much more 33 7.05
Flavour Much less 15 7.09
JAR 64 7.05
Much more 21 7.03
WP-10 Surface colour Much less 5 6.26
JAR 57 6.34
Much more 38 6.34
Crumb colour Much less 4 6.30
JAR 33 6.35
Much more 63 6.29
Sweetness Much less 39 6.35
JAR 46 6.34
Much more 15 6.30
Hardness Much less 9 6.30
JAR 60 6.36
Much more 31 6.23
Sponginess Much less 53 6.30
JAR 36 6.29
Much more 11 6.40
Flavour Much less 25 6.25
JAR 59 6.34
Much more 16 6.34
WP-20 Surface colour Much less 7 5.60
JAR 52 5.56
Much more 41 5.58
Crumb colour Much less 4 5.51
JAR 29 5.56
Much more 67 5.58
Sweetness Much less 46 5.57
JAR 38 5.59
Much more 16 5.60
Hardness Much less 2 3.33
JAR 45 5.56
Much more 53 5.58
Sponginess Much less 72 5.58
JAR 28 5.59
Much more 0.00
Flavour Much less 32 5.56
JAR 39 5.60
Much more 29 5.59
RP-10 Surface colour Much less 0
JAR 25 6.33
Much more 75 6.24
Crumb colour Much less 1 4.00
JAR 12 6.33
Much more 87 6.24
Sweetness Much less 30 6.25
JAR 59 6.29
Much more 11 6.39
Hardness Much less 8 6.53
JAR 69 6.29
Much more 23 6.24
Sponginess Much less 54 6.24
JAR 36 6.31
Much more 10 6.38
Flavour Much less 28 6.25
JAR 58 6.30
Much more 14 6.38
RP-20 Surface colour Much less 0.96 8.00
JAR 2.88 5.05
Much more 96.2 5.18
Crumb colour Much less 1 6.00
JAR 2 3.57
Much more 9 5.18
Sweetness Much less 33 5.12
JAR 27 5.18
Much more 40 5.22
Hardness Much less 8 5.10
JAR 54 5.13
Much more 39 5.19
Sponginess Much less 63 5.18
JAR 34 5.16
Much more 4 5.12
Flavour Much less 12 5.12
JAR 30 5.19
Much more 58 5.21

WP-10: muffin with 10% of white product (WP); WP-20: muffin with 20% of WP; RP-10: muffin with 10% of red product (RP); RP-20: muffin with 20% of RP.