49
LAMPIRAN
Lampiran 1. Uji Pendahuluan Penentuan Perbandingan Penambahan Ekstrak
Pendahuluan:
Rating Test
Parameter Panelis
A
B
C
D E
Warna
1
3
4
2
1
5
2
4
3
2
1
5
3
1
4
3
2
5
4
4
3
1
2
5
5
4
3
3
3
5
Tekstur
1
4
4
4
4
4
2
4
3
2
1
5
3
4
4
4
4
4
4
5
5
5
5
5
5
4
5
4
4
4
Rasa
1
4
4
4
4
4
2
3
4
2
1
5
3
4
4
4
4
4
4
5
5
5
5
5
5
5
4
4
4
4
Overall 1
3
4
2
1
5
2
3
4
2
1
5
3
4
4
4
4
4
4
5
5
5
5
5
5
5
4
4
5
4
Total
78
80
66
61
92
Keterangan:
A :
marshmallow
kulit buah naga merah
B :
marshmallow
kulit buah naga merah dan ubi jalar ungu 3:1
C :
marshmallow
kulit buah naga merah dan ubi jalar ungu 1:1
D :
marshmallow
kulit buah naga merah dan ubi jalar ungu 1:3
E :
marshmallow
ubi jalar ungu
Lampiran 2.
Worksheet
Uji Ranking Hedonik
Marshmallow
Tanggal uji
:
Jenis sampel
:
Marshmallow
Tujuan Uji
:
•
untuk mengetahui adanya perbedaan tingkat kesukaan warna, tekstur, dan rasa antar sampel
marshmallow
,
•
untuk mengetahui sampel mana yang berbeda tingkat kesukaan warna, tekstur, dan rasanya,
serta
•
untuk mengetahui sampel mana yang warna, tekstur, dan rasanya paling disukai panelis.
Identifikasi
Sampel
Kode
Marshmallow
komersial
A
Marshmallow
kontrol
B
Marshmallow
kulit buah naga merah
C
Marshmallow
kulit buah naga merah dan ubi jalar ungu 3:1
D
Marshmallow
kulit buah naga merah dan ubi jalar ungu 1:3
E
Marshmallow
ubi
jalar
ungu
F
Kode Kombinasi Penyajian
ABDCEF 1
BCDEFA 2
CDEFAB 3
DEFABC 4
EFABCD 5
FABCDE 6
BACDEF 7
ACDEFB 8
Penyajian
Panelis
Kode
Sampel
urutan penyajian#1, #9, #17, #25, #33, #41, #49
664, 905, 220, 551, 385, 666
1#2, #10, #18, #26, #34, #42, #50
710, 471, 115, 128, 589, 106
2#3, #11, #19, #27, #35, #43,
216, 208, 468, 902, 540, 707
3#4, #12, #20, #28, #36, #44,
218, 496, 693, 394, 243, 802
4#5, #13, #21, #29, #37, #45,
274, 612, 480, 350, 258, 140
5#6, #14, #22, #30, #38, #46,
590, 444, 313, 977, 930, 550
6#7, #15, #23, #31, #39, #47,
109, 159, 769, 180, 138, 857
7#8, #16, #24, #32, #40, #48,
582, 739, 269, 718, 982, 519
8Rekap Kode Sampel:
Urutan
Penyajian
1 2 3 4 5 6 7 8
Sampel
A
664 106 540 394 480 444 159 582
Sampel
B
905 710 707 243 350 313 109 519
Sampel
C
220 471 216 802 258 977 769 739
Sampel
D
551 115 208 218 140 930 180 269
Sampel
E
385 128 468 496 274 550 138 718
Lampiran 3.
Scoresheet
Nama
: Tanggal
:
Produk :
Marshmallow
Atribut :
Rasa
Instruksi:
Dihadapan anda terdapat 6 sampel marshmallow. Rasakan sampel secara berurutan dari kiri ke kanan.
Anda boleh mengulang sesering yang anda perlukan. Urutkan sampel dari yang paling anda sukai rasanya
(6) hingga yang paling anda tidak sukai (1).
Kode Sampel
Ranking (jangan ada yang dobel)
Kode Sampel
Ranking (jangan ada yang dobel)
Keterangan:
1
: paling tidak suka
2
: tidak suka
3
: agak tidak suka
4
: agak suka
5 :
suka
6
: paling suka
Nama
: Tanggal
:
Produk :
Marshmallow
Atribut :
Warna
Instruksi:
Dihadapan anda terdapat 6 sampel marshmallow. Belah dan perhatikan warna sampel secara beurutan
dari kiri ke kanan. Anda boleh mengulang sesering yang anda perlukan. Urutkan warna sampel dari yang
paling anda sukai (6) hingga yang paling anda tidak sukai (1).
Kode Sampel
Ranking (jangan ada yang dobel)
Kode Sampel
Ranking (jangan ada yang dobel)
Keterangan:
1
: paling tidak suka
2
: tidak suka
3
: agak tidak suka
4
: agak suka
5 :
suka
6
: paling suka
Terima Kasih
Nama
: Tanggal
:
Produk :
Marshmallow
Atribut :
Tekstur
Instruksi:
Dihadapan anda terdapat 6 sampel marshmallow. Tekan dan cicipi sampel secara beurutan dari kiri ke
kanan. Anda boleh mengulang sesering yang anda perlukan. Urutkan tekstur sampel dari yang paling
anda sukai (6) hingga yang paling anda tidak sukai (1).
Kode Sampel
Ranking (jangan ada yang dobel)
Kode Sampel
Ranking (jangan ada yang dobel)
Keterangan:
1
: paling tidak suka
2
: tidak suka
3
: agak tidak suka
4
: agak suka
5 :
suka
6
: paling suka
Lampiran 4. Konversi Gula Reduksi
ml 0,1 N
Na-thiosulfat
Glukosa, fruktosa, gula
invert
mg C
6H
12O
6ml 0,1 N
Na-thiosulfat
Glukosa, fruktosa, gula
invert
mg C
6H
12O
61.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
2.4
4.8
7.2
9.7
12.2
14.7
17.2
19.8
22.4
25.0
27.6
30.3
Δ
2.4
2.4
2.5
2.5
2.5
2.5
2.6
2.6
2.6
2.6
2.7
2.7
13.
14.
15.
16.
17.
18.
19.
20.
21.
22.
23.
24.
33.0
35.7
38.5
41.3
44.2
47.1
50.0
53.0
56.0
59.1
62.2
−
Δ
2.7
2.8
2.8
2.9
2.9
2.9
3.0
3.0
3.1
3.1
−
−
Lampiran 5. Hasil Uji Normalitas
1.
Analisa Tekstur
1.1.
Deskripsi Statistik
Statistic Std. error
hardness Mean 254,735806 8,8082015
95% Confidence Interval for Mean Lower Bound 237,354534
Upper Bound 272,117078
5% Trimmed Mean 253,341366
Median 262,796800
Variance 13965,194
Std. Deviation 118,1744234
Minimum 65,3761
Maximum 522,2482
Range 456,8721
Interquartile Range 224,4012
Skewness ,049 ,181
Kurtosis -1,203 ,360
springiness Mean 3,912217 ,0378271
95% Confidence Interval for Mean Lower Bound 3,837573
Upper Bound 3,986862
5% Trimmed Mean 3,902341
Median 3,945550
Variance ,258
Std. Deviation ,5075034
Minimum 2,7418
Maximum 5,4476
Range 2,7058
Interquartile Range ,7167
Skewness ,183 ,181
Kurtosis ,031 ,360
chewiness Mean 419,101332 16,2079100
95% Confidence Interval for Mean Lower Bound 387,118175
Upper Bound 451,084489
5% Trimmed Mean 408,458951
Median 376,102650
Variance 47285,343
Std. Deviation 217,4519315
Minimum 92,3833
Maximum 997,2124
Range 904,8291
Interquartile Range 295,9345
Skewness ,750 ,181
Kurtosis -,161 ,360
1.2.
Normalitas
1.3.
Uji Beda antar Periode
Hardness M0
Duncan
periode N Subset for alpha = .05
1 2 3 4
minggu ke-0 6 72,773700
minggu ke-2 6 89,162350
minggu ke-4 6 93,868467 93,868467
minggu ke-6 6 100,540850
minggu ke-8 6 115,281733
Sig. 1,000 ,241 ,101 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Springiness M0
Duncan
periode N
Subset for alpha = .05
1 2
minggu ke-8 6 3,681350
minggu ke-6 6 4,149033 4,149033 minggu ke-4 6 4,304150 minggu ke-2 6 4,440217 minggu ke-0 6 4,541683
Sig. ,100 ,201
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Chewiness M0
Duncan
periode N Subset for alpha = .05
1 2 3
minggu ke-0 6 97,100750
minggu ke-6 6 161,768050 minggu ke-4 6 165,183333
minggu ke-8 6 183,209867 183,209867
minggu ke-2 6 207,868417
Sig. 1,000 ,313 ,221
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Hardness M1
Duncan
periode N
Subset for alpha = .05
1 2 3
minggu ke-0 6 179,840417 minggu ke-2 6 199,646017
minggu ke-4 6 253,168667 minggu ke-6 6 262,341083
minggu ke-8 6 318,727817
Sig. ,091 ,423 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Springiness M1
Duncan
periode N
Subset for alpha = .05
1 2 3
minggu ke-8 6 3,129867
minggu ke-6 6 3,446200 minggu ke-4 6 3,459750 minggu ke-2 6 3,570817
minggu ke-0 6 4,202683
Sig. 1,000 ,397 1,000
chewinessM1
Duncan
periode N
Subset for alpha = .05
1 2
minggu ke-0 6 240,870933 minggu ke-2 6 266,100000
minggu ke-4 6 322,168633 322,168633 minggu ke-6 6 331,028417 331,028417 minggu ke-8 6 390,248400
Sig. ,093 ,187
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Hardness M2
Duncan
periode N
Subset for alpha = .05
1 2 3 4
minggu ke-0 6 124,042533
minggu ke-2 6 296,980250
minggu ke-4 6 317,870933 317,870933
minggu ke-6 6 359,945717
minggu ke-8 6 442,191383
Sig. 1,000 ,407 ,102 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Springiness M2
Duncan
periode N
Subset for alpha = .05
1 2 3 4
minggu ke-8 6 3,409017
minggu ke-6 6 3,976267
minggu ke-4 6 4,036983 4,036983
minggu ke-2 6 4,255200 4,255200
minggu ke-0 6 4,488433
Sig. 1,000 ,640 ,101 ,081
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Chewiness M2
Duncan
periode N
Subset for alpha = .05
1 2
minggu ke-0 6 381,888917 minggu ke-2 6 446,345517
minggu ke-4 6 644,598967 minggu ke-6 6 666,027183 minggu ke-8 6 681,068433
Sig. ,355 ,620
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Hardness M3
Duncan
periode N
Subset for alpha = .05
1 2 3 4
minggu ke-0 6 119,109667
minggu ke-2 6 266,472217 minggu ke-4 6 294,350117
minggu ke-6 6 351,217000
minggu ke-8 6 419,142483
Sig. 1,000 ,171 1,000 1,000
Springiness M3
Duncan
periode N
Subset for alpha = .05
1 2 3
minggu ke-8 6 3,144883
minggu ke-6 6 3,502467 3,502467
minggu ke-4 6 3,742633 3,742633 minggu ke-2 6 3,786083 3,786083
minggu ke-0 6 4,099750
Sig. ,073 ,172 ,088
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Chewiness M3
Duncan
periode N
Subset for alpha = .05
1 2 3 4
minggu ke-0 6 253,846583
minggu ke-2 6 413,593300
minggu ke-4 6 519,356667
minggu ke-6 6 844,042917
minggu ke-8 6 900,938367
Sig. 1,000 1,000 1,000 ,264
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Hardness M4
Duncan
periode N
Subset for alpha = .05
1 2 3 4 5
minggu ke-0 6 126,778133
minggu ke-2 6 223,782200
minggu ke-4 6 275,927183
minggu ke-6 6 348,037667
minggu ke-8 6 418,488483
Sig. 1,000 1,000 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Springiness M4
Duncan
periode N
Subset for alpha = .05
1 2
minggu ke-8 6 3,300250
minggu ke-6 6 3,472300
minggu ke-4 6 3,901983
minggu ke-2 6 3,905033
minggu ke-0 6 4,075767
Sig. ,336 ,360
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Chewiness M4
Duncan
periode N
Subset for alpha = .05
1 2
minggu ke-2 6 270,9365 minggu ke-0 6 312,0172
minggu ke-6 6 401,1031 minggu ke-4 6 419,9068 minggu ke-8 6 443,9006
Sig. ,124 ,129
Hardness M5
Duncan
periode N
Subset for alpha = .05
1 2 3 4
minggu ke-0 6 134,247983
minggu ke-2 6 262,104667
minggu ke-4 6 336,871833
minggu ke-6 6 409,288500
minggu ke-8 6 429,874133
Sig. 1,000 1,000 1,000 ,230
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Springiness M5
Duncan
periode N
Subset for alpha = .05
1 2
minggu ke-8 6 4,021317 minggu ke-6 6 4,076767 minggu ke-4 6 4,255333 minggu ke-2 6 4,319583
minggu ke-0 6 4,670717
Sig. ,061 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Chewiness M5
Duncan
periode N
Subset for alpha = .05
1 2 3
minggu ke-0 6 318,526850 minggu ke-2 6 353,235783
minggu ke-4 6 556,911900
minggu ke-6 6 660,407683
minggu ke-8 6 718,839883
Sig. ,430 1,000 ,189
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
1.4.
Uji Beda Antar Perlakuan
Hardness mg ke-0
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
komersial 6 72,773700
nagaubi 3:1 6 119,109667
naga 6 124,042533 124,042533 nagaubi 1:3 6 126,778133 126,778133
ubi 6 134,247983
kontrol 6 179,840417
Sig. 1,000 ,161 ,064 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Springiness mg ke-0
Duncan
perlakuan N
Subset for alpha = .05
1 2 3
nagaubi 1:3 6 4,075767 nagaubi 3:1 6 4,099750
kontrol 6 4,202683 4,202683
naga 6 4,488433 4,488433 komersial 6 4,541683 4,541683
ubi 6 4,670717
Sig. ,498 ,074 ,331
Chewiness mg ke-0
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
komersial 6 97,100750
kontrol 6 240,870933 nagaubi 3:1 6 253,846583
nagaubi 1:3 6 312,017200
ubi 6 318,526850
naga 6 381,888917
Sig. 1,000 ,327 ,621 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Hardness mg ke-2
Duncan
perlakuan N Subset for alpha = .05
1 2 3
komersial 6 89,162350
kontrol 6 199,646017 nagaubi
1:3 6 223,782200
ubi 6 262,104667
nagaubi
3:1 6 266,472217
naga 6 296,980250
Sig. 1,000 ,190 ,076
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
Springiness mg ke-2
Duncan
perlakuan N
Subset for alpha = .05
1 2 3
kontrol 6 3,570817 nagaubi 3:1 6 3,786083 3,786083
nagaubi 1:3 6 3,905033 3,905033 3,905033
naga 6 4,255200 4,255200
ubi 6 4,319583 4,319583
komersial 6 4,440217
Sig. ,245 ,075 ,074
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
Chewiness mg ke-2
Duncan
perlakuan N
Subset for alpha = .05
1 2 3
komersial 6 207,868417
kontrol 6 266,100000 266,100000 nagaubi 1:3 6 270,936500 270,936500
ubi 6 353,235783 353,235783
nagaubi 3:1 6 413,593300
naga 6 446,345517
Sig. ,249 ,113 ,091
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Hardness mg ke-4
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
komersial 6 93,868467
kontrol 6 253,168667
nagaubi 1:3 6 275,927183 275,927183
nagaubi 3:1 6 294,350117 294,350117 294,350117
naga 6 317,870933 317,870933
ubi 6 336,871833
Sig. 1,000 ,088 ,083 ,079
Springiness mg ke-4
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
kontrol 6 3,459750
nagaubi 3:1 6 3,742633
nagaubi 1:3 6 3,901983 3,901983
naga 6 4,036983 4,036983
ubi 6 4,255333
komersial 6 4,304150
Sig. 1,000 ,212 ,289 ,051
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Chewiness mg ke-4
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4 5
komersial 6 165,183333
kontrol 6 322,168633
nagaubi 1:3 6 419,906783 419,906783
nagaubi 3:1 6 519,356667 519,356667
ubi 6 556,911900 556,911900
naga 6 644,598967
Sig. 1,000 ,064 ,060 ,466 ,095
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Hardness mg ke-6
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
komersial 6 100,540850
kontrol 6 262,341083
nagaubi 1:3 6 348,037667
nagaubi 3:1 6 351,217000
naga 6 359,945717
ubi 6 409,288500
Sig. 1,000 1,000 ,468 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Springiness mg ke-6
Duncan
perlakuan N
Subset for alpha = .05
1 2
kontrol 6 3,446200
nagaubi 1:3 6 3,472300
nagaubi 3:1 6 3,502467
naga 6 3,976267
ubi 6 4,076767
komersial 6 4,149033
Sig. ,733 ,296
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Chewiness mg ke-6
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
komersial 6 161,768050
kontrol 6 331,028417 nagaubi 1:3 6 401,103133
ubi 6 660,407683
naga 6 666,027183
nagaubi 3:1 6 844,042917
Sig. 1,000 ,253 ,926 1,000
Hardness mg ke-8
Duncan
perlakuan N
Subset for alpha = .05
1 2 3
komersial 6 115,281733
kontrol 6 318,727817
nagaubi 1:3 6 418,488483
nagaubi 3:1 6 419,142483
ubi 6 429,874133
naga 6 442,191383
Sig. 1,000 1,000 ,162
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Springiness mg ke-8
Duncan
perlakuan N
Subset for alpha = .05
1 2 3
kontrol 6 3,129867
nagaubi 3:1 6 3,144883
nagaubi 1:3 6 3,300250
naga 6 3,409017 3,409017
komersial 6 3,681350
ubi 6 4,021317
Sig. ,109 ,089 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
Chewiness mg ke-8
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
komersial 6 183,209867
kontrol 6 390,248400 nagaubi 1:3 6 443,900600
naga 6 681,068433
ubi 6 718,839883
nagaubi 3:1 6 900,938367
Sig. 1,000 ,155 ,313 1,000
2.
Analisa Warna
2.1.
Deskripsi Statistik
Descriptives
Statistic Std. error
L Mean 58,8446 1,48194
95% Confidence Interval for Mean
Lower Bound 55,9069
Upper Bound 61,7824
5% Trimmed Mean 57,6562
Median 50,3700
Variance 237,183
Std. Deviation 15,40074
Minimum 46,31
Maximum 92,05
Range 45,74
Interquartile Range 14,10
Skewness 1,447 ,233
Kurtosis ,506 ,461
a Mean 5,8445 ,16769
95% Confidence Interval for Mean
Lower Bound 5,5121
Upper Bound 6,1770
5% Trimmed Mean 5,8719
Median 6,5800
Variance 3,037
Std. Deviation 1,74273
Minimum 2,48
Maximum 8,47
Range 5,99
Interquartile Range 3,29
Skewness -,511 ,233
Kurtosis -1,318 ,461
b Mean 7,0308 ,25425
95% Confidence Interval for Mean
Lower Bound 6,5268
Upper Bound 7,5349
5% Trimmed Mean 7,1263
Median 7,5800
Variance 6,982
Std. Deviation 2,64229
Minimum 1,51
Maximum 10,98
Range 9,47
Interquartile Range 2,33
Skewness -1,036 ,233
Kurtosis ,123 ,461
2.2.
Normalitas
Tests of Normality
Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
L ,120 72 ,012 ,960 72 ,023
a ,104 72 ,051 ,960 72 ,022
b ,097 72 ,093 ,954 72 ,010
a Lilliefors Significance Correction
2.3.
Uji Beda antar Periode
L M0
Duncan
periode N
Subset for alpha = .05
1 2
4,00 6 90,9167
5,00 6 90,9950
3,00 6 91,8167
Sig. ,662 1,000
a Uses Harmonic Mean Sample Size = 6,000.
a M0
Duncan
periode N
Subset for alpha = .05 1
3,00 6 3,7267
4,00 6 3,7500
5,00 6 3,7967
Sig. ,650
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
b M0
Duncan
periode N
Subset for alpha = .05 1
5,00 6 1,6933
4,00 6 1,7200
3,00 6 1,8867
Sig. ,071
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
L M1
Duncan
periode N
Subset for alpha = .05
1 2
5,00 6 61,3700
3,00 6 63,6800
4,00 6 63,7700
Sig. 1,000 ,766 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
a M1
Duncan
periode N
Subset for alpha = .05 1
5,00 6 3,1500
4,00 6 3,2533
3,00 6 3,3667
Sig. ,296
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
b M1
Duncan
periode N
Subset for alpha = .05
1 2
3,00 6 8,7833
4,00 6 9,3400 9,3400
5,00 6 9,5933
Sig. ,138 ,487
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
L M2
Duncan
periode N
Subset for alpha = .05
1 2
5,00 6 47,6717
4,00 6 48,3767 48,3767
3,00 6 48,7733
Sig. ,059 ,269
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
a M2
Duncan
periode N
Subset for alpha = .05
1 2
3,00 6 6,7733
4,00 6 7,0133
5,00 6 7,5467
Sig. ,252 1,000 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
b M2
Duncan
periode N
Subset for alpha = .05
1 2
3,00 6 6,0333
4,00 6 7,6767
5,00 6 7,7750
Sig. 1,000 ,681
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
L M3
Duncan
periode N
Subset for alpha = .05 1
5,00 6 49,2183
4,00 6 49,3133
3,00 6 49,3800
Sig. ,811
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
a M3
Duncan
periode N
Subset for alpha = .05
1 2
3,00 6 6,6267
4,00 6 6,7533 6,7533
5,00 6 7,1267
Sig. ,528 ,076
Means for groups in homogeneous subsets are displayed.
b M3
Duncan
periode N
Subset for alpha = .05
1 2
3,00 6 6,8167
4,00 6 7,1100
5,00 6 8,2450
Sig. ,347 1,000 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
L M4
Duncan
periode N
Subset for alpha = .05 1
5,00 6 49,5883
4,00 6 49,7433
3,00 6 49,7933
Sig. ,525
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
a M4
Duncan
periode N
Subset for alpha = .05
1 2 3
3,00 6 6,4800 4,00 6 7,3000
5,00 6 7,8283
Sig. 1,000 1,000 1,000 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
b M4
Duncan
periode N
Subset for alpha = .05
1 2
3,00 6 8,4633
4,00 6 8,8833
5,00 6 9,7167
Sig. ,128 1,000 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
L M5
Duncan
periode N
Subset for alpha = .05
1 2 3
5,00 6 50,0767
4,00 6 51,9467
3,00 6 52,7733
Sig. 1,000 1,000 1,000 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
a M5
Duncan
periode N
Subset for alpha = .05
1 2
3,00 6 6,2633
4,00 6 6,7733
5,00 6 7,6733
Sig. ,083 1,000
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
b M5
Duncan
periode N
Subset for alpha = .05
1 2
3,00 6 6,6267
4,00 6 7,5200 7,5200
5,00 6 8,6717
Sig. ,266 ,157
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
2.4.
Uji Beda antar Perlakuan
L mg ke-4
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4 5
3 6 48,7733
4 6 49,3800
5 6 49,7933
6 6 52,7733
2 6 63,6800
1 6 91,8167
Sig. 1,000 ,080 1,000 1,000 1,000 Means for groups in homogeneous subsets are displayed.
a mg ke-4
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4 5
2 6 3,3667
1 6 3,7267
6 6 6,2633
5 6 6,4800
4 6 6,6267 6,6267
3 6 6,7733
Sig. 1,000 1,000 1,000 ,172 ,172 Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
b mg ke-4
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4 5
1 6 1,8867
3 6 6,0333
6 6 6,6267
4 6 6,8167
5 6 8,4633
2 6 8,7833
Sig. 1,000 1,000 ,160 1,000 1,000 Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
L mg ke-6
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4 5
3 6 48,3767
4 6 49,3133
5 6 49,7433
6 6 51,9467
2 6 63,7700
1 6 90,9167
Sig. 1,000 ,053 1,000 1,000 1,000 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
a mg ke-6
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
2 6 3,2533
1 6 3,7500
4 6 6,7533
6 6 6,7733
3 6 7,0133 7,0133
5 6 7,3000
Sig. 1,000 1,000 ,218 ,152 Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
b mg ke-6
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4 5
1 6 1,7200
4 6 7,1100
6 6 7,5200
3 6 7,6767
5 6 8,8833
2 6 9,3400
L mg ke-8
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
3 6 47,6717
4 6 49,2183
5 6 49,5883
6 6 50,0767
2 6 61,3700
1 6 90,9950
Sig. 1,000 ,134 1,000 1,000 Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
a mg ke-8
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
2 6 3,1500
1 6 3,7967
4 6 7,1267
3 6 7,5467 7,5467
6 6 7,6733 7,6733
5 6 7,8283
Sig. 1,000 1,000 ,076 ,355 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
b mg ke-8
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
1 6 1,6933
3 6 7,7750
4 6 8,2450 8,2450
6 6 8,6717 8,6717 8,6717
2 6 9,5933 9,5933
5 6 9,7167
Sig. 1,000 ,205 ,059 ,141
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
3.
Analisa Kadar Air
3.1.
Deskripsi Statistik
Descriptives
Statistic Std. Error
k.air Mean 20,2529 ,25464
95% Confidence Interval for Mean
Lower Bound 19,7504
Upper Bound 20,7554
5% Trimmed Mean 20,3419
Median 20,9460
Variance 11,671
Std. Deviation 3,41635
Minimum 12,33
Maximum 26,57
Range 14,24
Interquartile Range 4,14
Skewness -,566 ,181
Kurtosis -,490 ,360
3.2.
Normalitas
Tests of Normality
Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
k.air ,058 150 ,200(*) ,988 150 ,201
3.3.
Uji Beda antar Periode
k.air_M0
Duncan
periode N
Subset for alpha = .05 1
mg ke-0 6 13,8146
mg ke-2 6 13,9036
mg ke-4 6 14,3221
mg ke-6 6 14,3990
mg ke-8 6 14,7362
Sig. ,118
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
k.air_M1
Duncan
periode N
Subset for alpha = .05
1 2 3
mg ke-0 6 18,3120 mg ke-2 6 19,7578 mg ke-4 6 22,5427
mg ke-6 6 24,8031 mg ke-8 6 25,0366 Sig. ,092 1,000 ,780 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
k.air_M2
Duncan
periode N
Subset for alpha = .05
1 2 3
mg ke-0 6 18,4151 mg ke-2 6 19,0208 mg ke-4 6 19,8150 mg ke-6 6 22,0837
mg ke-8 6 23,5125 Sig. ,059 1,000 1,000 Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
k.air_M
Duncan
periode N
Subset for alpha = .05
1 2 3
mg ke-2 6 20,4438
mg ke-0 6 20,5054
mg ke-4 6 22,2536
mg ke-6 6 22,6660
mg ke-8 6 24,1667
Sig. ,933 ,576 1,000
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
k.air_M4
Duncan
periode N
Subset for alpha = .05
1 2
mg ke-0 6 18,7855
mg ke-4 6 21,2550
mg ke-2 6 21,3575
mg ke-6 6 22,2111
mg ke-8 6 22,7615
Sig. 1,000 ,063
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
k.air_M5
Duncan
periode N
Subset for alpha = .05
1 2
mg ke-2 6 19,6783 mg ke-0 6 19,8749 mg ke-4 6 20,4950
mg ke-6 6 23,0882
mg ke-8 6 23,5690
Sig. ,229 ,450
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
3.4.
Uji Beda antar Perlakuan
mg_k0
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
komersial 6 13,8146 kontrol 6 18,3120
naga 6 18,4151
nagaubi1:3 6 18,7855 18,7855
ubi 6 19,8749 19,8749
nagaubi 3:1 6 20,5054
Sig. 1,000 ,512 ,115 ,355
mg_k2
Duncan
perlakuan N
Subset for alpha = .05
1 2 3
komersial 6 13,9036
naga 6 19,0208
ubi 6 19,6783 19,6783
kontrol 6 19,7578 19,7578 nagaubi 3:1 6 20,4438 20,4438 nagaubi1:3 6 21,3575
Sig. 1,000 ,129 ,074
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
mg_k4
Duncan
perlakuan N
Subset for alpha = .05
1 2 3
komersial 6 14,3221
naga 6 19,8150
ubi 6 20,4950
nagaubi1:3 6 21,2550 21,2550
nagaubi 3:1 6 22,2536
kontrol 6 22,5427
Sig. 1,000 ,055 ,085
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
mg_k6
Duncan
perlakuan N
Subset for alpha = .05
1 2 3 4
komersial 6 14,3990
naga 6 22,0837
nagaubi1:3 6 22,2111 22,2111 nagaubi 3:1 6 22,6660 22,6660
ubi 6 23,0882
kontrol 6 24,8031
Sig. 1,000 ,226 ,071 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
mg_k8
Duncan
perlakuan N
Subset for alpha = .05
1 2 3
komersial 6 14,7362 nagaubi1:3 6 22,7615
naga 6 23,5125 23,5125
ubi 6 23,5690 23,5690
nagaubi 3:1 6 24,1667 24,1667
kontrol 6 25,0366
Sig. 1,000 ,089 ,066
4.
Analisa Kadar Abu, Protein, dan Gula Reduksi
Descriptives
Statistic Std. Error
k.abu Mean ,5250 ,00786
95% Confidence Interval for Mean Lower Bound ,5089 Upper Bound ,5411
5% Trimmed Mean ,5269
Median ,5500
Variance ,002
Std. Deviation ,04305
Minimum ,40
Maximum ,60
Range ,20
Interquartile Range ,05
Skewness -,868 ,427
Kurtosis 1,361 ,833
k.protein Mean 6,0548 ,09658
95% Confidence Interval for Mean Lower Bound 5,8572 Upper Bound 6,2523
5% Trimmed Mean 6,0519
Median 6,0867
Variance ,280
Std. Deviation ,52901
Minimum 5,12
Maximum 7,02
Range 1,90
Interquartile Range ,80
Skewness -,047 ,427
Kurtosis -,780 ,833
k.gula_reduksi Mean 62,4000 ,43056
95% Confidence Interval for Mean Lower Bound 61,5194 Upper Bound 63,2806
5% Trimmed Mean 62,2667
Median 62,4000
Variance 5,561
Std. Deviation 2,35826
Minimum 60,00
Maximum 67,20
Range 7,20
Interquartile Range 4,80
Skewness ,467 ,427
Kurtosis -,971 ,833
Tests of Normality
Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
k.abu ,286 30 ,000 ,843 30 ,000
k.protein ,106 30 ,200(*) ,969 30 ,500
k.gula_reduksi ,246 30 ,000 ,833 30 ,000
* This is a lower bound of the true significance. a Lilliefors Significance Correction
k.abu
Duncan
perlakuan N
Subset for alpha = .05 1
6,00 6 ,5083
2,00 6 ,5167
4,00 6 ,5167
3,00 6 ,5333
5,00 6 ,5500
Sig. ,148
Means for groups in homogeneous subsets are displayed.
a Uses Harmonic Mean Sample Size = 6,000.
k.protein
Duncan
perlakuan N
Subset for alpha = .05 1
2,00 6 5,9415
6,00 6 5,9509
5,00 6 5,9969
4,00 6 6,0867
3,00 6 6,2978
Sig. ,327
Means for groups in homogeneous subsets are displayed.
k.gula_reduksi
Duncan
perlakuan N
Subset for alpha = .05 1
2,00 6 61,2000
6,00 6 62,4000
5,00 6 62,4000
3,00 6 62,8000
4,00 6 63,2000
Sig. ,214
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 6,000.
5.
Analisa Sensoris
Test Statistics
a,b4,073
19,792
16,152
5
5
5
,539
,001
,006
Chi-Square
df
Asymp. Sig.
warna
tekstur
rasa
Kruskal Wallis Test
a.
Grouping Variable: perlakuan
b.
Hasil Uji Beda Nyata antar Perlakuan pada Uji Tekstur dan Rasa
Marshmallow Signifikansi
Tekstur Rasa
M0 VS M1
0,018
0,004
M0 VS M2
0,300
0,009
M0 VS M3
0,002
0,001
M0 VS M4
0,071
0,002
M0 VS M5
0,004
0,003
M1 VS M2
0,088
0,546
M1 VS M3
0,148
0,337
M1 VS M4
0,170
0,983
M1 VS M5
0,616
0,847
M2 VS M3
0,003
0,330
M2 VS M4
0,596
0,551
M2 VS M5
0,037
0,658
M3 VS M4
0,004
0,316
M3 VS M5
0,459
0,316
Lampiran 6. Perhitungan Harga Pokok Produksi
Tabel 12. Perhitungan Harga Produksi untuk satu Formulasi
Marshmallow
Kulit Buah
Naga Merah (278 buah)
Bahan Jumlah
Harga
Satuan
Total
Telur
1 butir
Rp. 14.500,00/16 butir
Rp. 906,25
Gelatin
55 gram
Rp. 90.000,00/kg
Rp. 4.950,00
Kulit buah naga merah
55 gram
-
-
Gula pasir
250 gram
Rp. 7000,00/kg
Rp. 1.750,00
Sirup glukosa
200 gram
Rp. 6.500,00/kg
Rp. 1.300,00
Total
Rp.
8.906.25
Tabel 13. Perhitungan Harga Produksi untuk satu Formulasi
Marshmallow
Ubi Jalar
Ungu (278 buah)
Bahan Jumlah
Harga
Satuan
Total
Telur
1 butir
Rp. 14.500,00/16 butir
Rp. 906,25
Gelatin
55 gram
Rp. 90.000,00/kg
Rp. 4.950,00
Ubi Jalar Ungu
55 gram
Rp. 3.000/kg
Rp. 165,00
Gula pasir
250 gram
Rp. 7000,00/kg
Rp. 1.750,00
Sirup glukosa
200 gram
Rp. 6.500,00/kg
Rp. 1.300,00
Total
Rp.
9.071,25