7. lampiran uji normalitasrepository.unika.ac.id/20561/8/15.i2.0019 yohana sugiarto...uji normalitas...
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7. LAMPIRAN
7.1. Hasil Pengolahan Data SPSS
7.1.1. Uji Normalitas
Tests of Normality
Kolmogorov-Smirnova Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
daya_buih_bahan ,189 18 ,088 ,913 18 ,096
viskositas_bahan ,201 18 ,054 ,836 18 ,005
kadar_air_bahan ,191 18 ,082 ,841 18 ,006
protein_produk ,138 18 ,200* ,936 18 ,251
*. This is a lower bound of the true significance.
a. Lilliefors Significance Correction
Tests of Normality
Kolmogorov-Smirnova Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
L ,084 54 ,200* ,982 54 ,603
b ,096 54 ,200* ,975 54 ,314
Tekstur_produk ,120 54 ,050 ,960 54 ,070
Kadar_air_Produk ,103 54 ,200* ,935 54 ,006
*. This is a lower bound of the true significance.
a. Lilliefors Significance Correction
Hasil Normalitas dari Co-Stat Progmaker
Variable Tested Kelmogorov-
Smirnov
df Histogram Area
Under
Curve
Shapiro-Wilk
Absolut Curve Cum. Curve Obs.Curve
Lemak_Bahan 1.00 17 0.0076 0.93848 0.93738 0.93826
Lemak_Bahan_trs 1.00 17 0.0150 0.97037 0.97112 0.97014
Lemak_Produk 1.00 17 0.0025 0.92662 0.92648 0.92655
Lemak_Produk_trs 1.00 17 0.0085 0.96155 0.96198 0.96142
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7.1.2. Uji One Way ANOVA
daya_buih_bahan
Duncana
perlakuan N
Subset for alpha = 0.05
1 2
kedelai 6 626,6667
chickpea 6 631,6667
kontrol 6 683,3333
Sig. ,701 1,000
Means for groups in homogeneous subsets are
displayed.
a. Uses Harmonic Mean Sample Size = 6,000.
viskositas_bahan
Duncana
perlakuan N
Subset for alpha = 0.05
1 2 3
kedelai 6 96,5167
chickpea 6 148,6333
kontrol 6 207,7833
Sig. 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed.
a. Uses Harmonic Mean Sample Size = 6,000.
kadar_air_bahan
Duncana
perlakuan N
Subset for alpha = 0.05
1 2 3
kontrol 6 87,9185
kedelai 6 91,4357
chickpea 6 93,4947
Sig. 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed.
a. Uses Harmonic Mean Sample Size = 6,000.
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protein_produk
Duncana
perlakuan N
Subset for alpha = 0.05
1 2
chickpea 6 1,2650
kedelai 6 1,8400
kontrol 6 2,8733
Sig. ,112 1,000
Means for groups in homogeneous subsets are
displayed.
a. Uses Harmonic Mean Sample Size = 6,000.
7.1.3. Uji Two Way ANOVA
L
Duncana,b
perlakuan N
Subset
1 2
chickpea 18 81,6561
kedelai 18 81,7989
kontrol 18 89,0283
Sig. ,881 1,000
Means for groups in homogeneous subsets are
displayed.
Based on observed means.
The error term is Mean Square(Error) = 8,155.
a. Uses Harmonic Mean Sample Size = 18,000.
b. Alpha = ,05.
L
Duncana,b
waktu N
Subset
1 2
minggu2 18 81,6428
minggu 1 18 84,9933
minggu 0 18 85,8472
Sig. 1,000 ,374
Means for groups in homogeneous subsets are
displayed.
Based on observed means.
The error term is Mean Square(Error) = 8,155.
46
a. Uses Harmonic Mean Sample Size = 18,000.
b. Alpha = ,05.
b
Duncana,b
perlakuan N
Subset
1 2 3
kontrol 18 4,0750
chickpea 18 5,1883
kedelai 18 5,6906
Sig. 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed.
Based on observed means.
The error term is Mean Square(Error) = ,449.
a. Uses Harmonic Mean Sample Size = 18,000.
b. Alpha = ,05.
b
Duncana,b
waktu N
Subset
1 2
minggu 0 18 4,7539
minggu 1 18 4,8572
minggu2 18 5,3428
Sig. ,646 1,000
Means for groups in homogeneous subsets are
displayed.
Based on observed means.
The error term is Mean Square(Error) = ,449.
a. Uses Harmonic Mean Sample Size = 18,000.
b. Alpha = ,05.
Tekstur_bahan
Duncana,b
perlakuan N
Subset
1 2
chickpea 18 217,2883
kedelai 18 229,8706
kontrol 18 302,6767
Sig. ,202 1,000
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Means for groups in homogeneous subsets are
displayed.
Based on observed means.
The error term is Mean Square(Error) = 850,397.
a. Uses Harmonic Mean Sample Size = 18,000.
b. Alpha = ,05.
Tekstur_bahan
Duncana,b
waktu N
Subset
1 2 3
minggu 0 18 184,4806
minggu 1 18 257,8067
minggu2 18 307,5483
Sig. 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed.
Based on observed means.
The error term is Mean Square(Error) = 850,397.
a. Uses Harmonic Mean Sample Size = 18,000.
b. Alpha = ,05.
Kadar_air_bahan
Duncana,b
perlakuan N
Subset
1 2 3
kontrol 18 1,0271
kedelai 18 1,2344
chickpea 18 1,3461
Sig. 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed.
Based on observed means.
The error term is Mean Square(Error) = ,011.
a. Uses Harmonic Mean Sample Size = 18,000.
b. Alpha = ,05.
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Kadar_air_bahan
Duncana,b
waktu N
Subset
1 2 3
minggu2 18 ,7381
minggu 1 18 1,1961
minggu 0 18 1,6734
Sig. 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed.
Based on observed means.
The error term is Mean Square(Error) = ,011.
a. Uses Harmonic Mean Sample Size = 18,000.
b. Alpha = ,05.
7.1.4. Uji Kruskal Wallis
7.1.4.1. Warna
Ranks perlakuan N Mean Rank
warna kontrol 40 93,65
chickpea 40 43,45
kedelai 40 44,40
Total 120
Test Statisticsa,b
warna
Chi-Square 63,560
df 2
Asymp. Sig. ,000
a. Kruskal Wallis Test
b. Grouping Variable:
perlakuan
7.1.4.2. Aroma
Ranks perlakuan N Mean Rank
aroma kontrol 40 63.85
chickpea 40 59.75
kedelai 40 57.90
Total 120
49
Test Statisticsa,b
aroma
Chi-Square .750
df 2
Asymp. Sig. .687
a. Kruskal Wallis Test
b. Grouping Variable:
perlakuan
7.1.4.3. Rasa
Ranks perlakuan N Mean Rank
rasa kontrol 40 54.85
chickpea 40 61.10
kedelai 40 65.55
Total 120
Test Statisticsa,b
rasa
Chi-Square 2.262
df 2
Asymp. Sig. .323
a. Kruskal Wallis Test
b. Grouping Variable:
perlakuan
7.1.4.4. Tekstur
Ranks perlakuan N Mean Rank
tekstur kontrol 40 38.93
chickpea 40 65.01
kedelai 40 77.56
Total 120
50
Test Statisticsa,b
tekstur
Chi-Square 29.033
df 2
Asymp. Sig. .000
a. Kruskal Wallis Test
b. Grouping Variable:
perlakuan
7.1.4.5. Overall
Ranks perlakuan N Mean Rank
overall kontrol 40 56.21
chickpea 40 57.54
kedelai 40 67.75
Total 120
Test Statisticsa,b
overall
Chi-Square 3.236
df 2
Asymp. Sig. .198
a. Kruskal Wallis Test
b. Grouping Variable:
perlakuan
7.1.5. Mann Whitney
7.1.5.1. Warna
Ranks perlakuan N Mean Rank Sum of Ranks
warna kontrol 40 57,10 2284,00
chickpea 40 23,90 956,00
Total 80
51
Test Statisticsa
warna
Mann-Whitney U 136,000
Wilcoxon W 956,000
Z -7,018
Asymp. Sig. (2-tailed) ,000
a. Grouping Variable: perlakuan
Ranks perlakuan N Mean Rank Sum of Ranks
warna kontrol 40 57,05 2282,00
kedelai 40 23,95 958,00
Total 80
Test Statisticsa
warna
Mann-Whitney U 138,000
Wilcoxon W 958,000
Z -7,014
Asymp. Sig. (2-tailed) ,000
a. Grouping Variable: perlakuan
Ranks perlakuan N Mean Rank Sum of Ranks
warna chickpea 40 40,05 1602,00
kedelai 40 40,95 1638,00
Total 80
Test Statisticsa
warna
Mann-Whitney U 782,000
Wilcoxon W 1602,000
Z -,201
Asymp. Sig. (2-tailed) ,841
a. Grouping Variable: perlakuan
52
7.1.5.2. Aroma
Ranks perlakua
n N
Mean
Rank
Sum of
Ranks
arom
a
kontrol 40 41.88 1675.00
chickpea 40 39.13 1565.00
Total 80
Test Statisticsa
aroma
Mann-Whitney U 745.000
Wilcoxon W 1565.00
0
Z -.593
Asymp. Sig. (2-
tailed)
.553
a. Grouping Variable: perlakuan
Ranks perlakuan N Mean Rank Sum of Ranks
aroma kontrol 40 42.48 1699.00
kedelai 40 38.53 1541.00
Total 80
Test Statisticsa
aroma
Mann-Whitney U 721.000
Wilcoxon W 1541.000
Z -.842
Asymp. Sig. (2-tailed) .400
a. Grouping Variable: perlakuan
Ranks perlakuan N Mean Rank Sum of Ranks
aroma chickpea 40 41.13 1645.00
kedelai 40 39.88 1595.00
Total 80
53
Test Statisticsa
aroma
Mann-Whitney U 775.000
Wilcoxon W 1595.000
Z -.263
Asymp. Sig. (2-tailed) .793
a. Grouping Variable: perlakuan
7.1.5.3. Rasa
Ranks perlakuan N Mean Rank Sum of Ranks
rasa kontrol 40 38.50 1540.00
chickpea 40 42.50 1700.00
Total 80
Test Statisticsa
rasa
Mann-Whitney U 720.000
Wilcoxon W 1540.000
Z -.830
Asymp. Sig. (2-tailed) .407
a. Grouping Variable: perlakuan
Ranks perlakuan N Mean Rank Sum of Ranks
rasa kontrol 40 36.85 1474.00
kedelai 40 44.15 1766.00
Total 80
Test Statisticsa
rasa
Mann-Whitney U 654.000
Wilcoxon W 1474.000
Z -1.531
Asymp. Sig. (2-tailed) .126
a. Grouping Variable: perlakuan
54
Ranks perlakuan N Mean Rank Sum of Ranks
rasa chickpea 40 39.10 1564.00
kedelai 40 41.90 1676.00
Total 80
Test Statisticsa
rasa
Mann-Whitney U 744.000
Wilcoxon W 1564.000
Z -.594
Asymp. Sig. (2-tailed) .553
a. Grouping Variable: perlakuan
7.1.5.4. Tesktur
Ranks perlakuan N Mean Rank Sum of Ranks
tekstur kontrol 40 31,84 1273,50
chickpea 40 49,16 1966,50
Total 80
Test Statisticsa
tekstur
Mann-Whitney U 453,500
Wilcoxon W 1273,500
Z -3,610
Asymp. Sig. (2-tailed) ,000
a. Grouping Variable: perlakuan
Ranks perlakuan N Mean Rank Sum of Ranks
tekstur kontrol 40 27,59 1103,50
kedelai 40 53,41 2136,50
Total 80
55
Test Statisticsa
tekstur
Mann-Whitney U 283,500
Wilcoxon W 1103,500
Z -5,293
Asymp. Sig. (2-tailed) ,000
a. Grouping Variable: perlakuan
Ranks perlakuan N Mean Rank Sum of Ranks
tekstur chickpea 40 36,35 1454,00
kedelai 40 44,65 1786,00
Total 80
Test Statisticsa
tekstur
Mann-Whitney U 634,000
Wilcoxon W 1454,000
Z -1,732
Asymp. Sig. (2-tailed) ,083
a. Grouping Variable: perlakuan
7.1.5.5. Overall
Ranks perlakuan N Mean Rank Sum of Ranks
overall kontrol 40 40.06 1602.50
chickpea 40 40.94 1637.50
Total 80
Test Statisticsa
overall
Mann-Whitney U 782.500
Wilcoxon W 1602.500
Z -.189
Asymp. Sig. (2-tailed) .850
a. Grouping Variable: perlakuan
56
Ranks perlakuan N Mean Rank Sum of Ranks
overall kontrol 40 36.65 1466.00
kedelai 40 44.35 1774.00
Total 80
Test Statisticsa
overall
Mann-Whitney U 646.000
Wilcoxon W 1466.000
Z -1.638
Asymp. Sig. (2-tailed) .102
a. Grouping Variable: perlakuan
Ranks perlakuan N Mean Rank Sum of Ranks
overall chickpea 40 37.10 1484.00
kedelai 40 43.90 1756.00
Total 80
Test Statisticsa
overall
Mann-Whitney U 664.000
Wilcoxon W 1484.000
Z -1.444
Asymp. Sig. (2-tailed) .149
a. Grouping Variable: perlakuan
57
7.2. Scoresheet Royal icing
UJI RATING HEDONIK
Nama Panelis : Tanggal:
Jenis Kelamin :
Produk : Royal icing
Instruksi:
Berkumur-kumurlah dulu dengan menggunakan air mineral yang telah disediakan
sebelum dan sesudah menguji sampel.
Di hadapan Anda terdapat 3 sampel Royal icing pada cookies. Cicipilah setiap sampel secara
berturutan dari kiri ke kanan dan rasakan masing-masing sampel. Setelah mencicipi semua
sampel, Anda boleh mengulang sesering yang Anda perlukan. Berilah nilai dari kisaran 1
(Kurang Suka) hingga 3 (Paling Suka) dan nilai yang diberikan untuk setiap sampel
BOLEH SAMA.
Atribut Penilaian Kode Sampel
Warna
Aroma
Rasa
Tekstur
Overall
*) FOKUS KE ROYAL ICING
Terimakasih
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7.3. Worksheet uji organoleptik
WORKSHEET UJI RATING HEDONIK
Tanggal uji : 1 April 2019
Jenis Sampel: Royal icing
Identifikasi Sampel KODE
RIS dengan putih telur (Kontrol) A
RIS dengan kacang chickpea B
RIS dengan kacang kedelai C
Kode kombinasi urutan penyajian:
ABC 1
ACB 2
BCA 3
BAC 4
CAB 5
CBA 6
Penyajian:
BOOTH PANELIS KODE SAMPEL URUTAN
PENYAJIAN
I 1 13 25 644, 533, 461 1
II 2 14 26 365, 326, 225 2
III 3 15 27 584, 122, 272 3
IV 4 16 28 222, 654, 226 4
V 5 17 29 983, 295, 935 5
I 6 18 30 241,711, 766 6
II 7 19 31 165, 775, 869 1
III 8 20 32 829, 112, 465 2
IV 9 21 33 704, 956, 324 3
V 10 22 34 898, 401, 591 4
I 11 23 35 614, 451, 847 5
II 12 24 36 628, 730, 965 6
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7.4. Dokumentasi
7.4.1. Kacang Garbazo/Chickpea dan Kacang Kedelai
Chickpea Kacang Kedelai
7.4.2. Putih Telur dan Aquafaba
Putih Telur Aquafaba Chickpea Aquafaba kacang kedelai
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7.4.3. Analisis Organoleptik
Keterangan :
A : kontrol/putih telur
B : chickpeas
C : kacang kedelai
C A B
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