Formulasi dan Uji Efek Anti-Aging Sediaan Masker Sheet yang Mengandung Putih Telur

Lampiran 1. Gambar bahan dan alat

A

B

C

D

E

F

Universitas Sumatera Utara

Lampiran 1. ( lanjutan)

G

H


I

Keterangan:
A. Tepung Putih Telur
B. Moisture checker
C. pH meter
D. Neraca Analitik
E. Viskometer Brookfield
F. Skin Analyzer
G. Masker Sheet
H. Foil Bag
I. Alat Penyegel

Universitas Sumatera Utara

Lampiran 2. Bagan pembuatan tepung putih telur
Telur ayam kampung
Dibersihkan
Dipisahkan bagian kuning dan putih telurnya


Kuning telur

Putih telur
Dihomogenkan menggunakan mixer
selama 3 menit hingga tercampur rata
Dibekukan di Freezer selama 24 jam
Dimasukkan kedalam Freezer dryer
Dihaluskan
Tepung putih telur

Universitas Sumatera Utara

Lampiran 3. Bagan pembuatan essence masker sheet putih telur
Nipagin

Xantan gum
Dikembangkan dengan aqua

Dilarutkan dalam air

panas
Didinginkan

demineral sedikit demi sedikit
Massa I

Massa II
Dicampurkan massa I dan massa II

Butilen glikol, Gliserin, PEG-40
Tepung putih
telur

Digerus sedikit
demi sedikit
dengan aqua
demineral
di lumpang

Massa V


Dihomogenkan
dalam cawan
penguap

Massa III

Massa IV

Dicampurkan massa III dan IV didalam
lumpang sampai homogen

Massa VI

Ditambahkan massa V kedalam massa VI dalam
lumpang
Ditambahkan etanol dan parfum
Digerus hingga sediaan homogen

Essence masker sheet putih telur


Universitas Sumatera Utara

Lampiran 4. Surat pernyataan persetujuan (informed consent)

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Lampiran 5. Gambar proses pengemasan masker sheet

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Lampiran 6. Pengujian masker sheet pada sukarelawan
A

B

Keterangan:
A. Uji iritasi
B. Aplikasi masker sheet pada sukarelawan


Universitas Sumatera Utara

Lampiran 7. Gambar hasil evaluasi dan stabilitas
Minggu ke-1

F0

F1

F2

F3

F4

F5

Minggu ke-4

F0


F1

F2

F1

F2

F3

F4

F5

Minggu ke-8

F0

F3


F4

F5

Universitas Sumatera Utara

Lampiran 7. (Lanjutan)
Minggu ke-8

F0

Keterangan : F0
F1
F2
F3
F4
F5

F1


F2

F3

F4

F5

: Blanko (tanpa putih telur)
: Konsentrasi putih telur 1%
: Konsentrasi putih telur 3%
: Konsentrasi putih telur 5%
: Konsentrasi putih telur 7%
: Konsentrasi putih telur 9%

Universitas Sumatera Utara

Lampiran 8. Lampiran skin analyzer
Kehalusan/pori (evenness/pore)


Kondisi awal

Perawatan minggu ke-1

Universitas Sumatera Utara

Lampiran 8. (Lanjutan)
Perawatan minggu ke-2

Perawatan minggu ke-3

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Lampiran 8. (Lanjutan)
Perawatan minggu ke-4

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Lampiran 8. (Lanjutan)

Noda (spot)
Kondisi awal

Perawatan minggu ke-1

Universitas Sumatera Utara

Lampiran 8. (Lanjutan)
Perawatan minggu ke-2

Perawatan minggu ke-3

Universitas Sumatera Utara

Lampiran 8. (Lanjutan)
Perawatan minggu ke-4

Universitas Sumatera Utara

Lampiran 8. (Lanjutan)
Keriput (wrinkle)
Kondisi awal

Perawatan minggu ke-1

Universitas Sumatera Utara

Lampiran 8. (Lanjutan)
Perawatan minggu ke-2

Perawatan minggu ke-3

Universitas Sumatera Utara

Lampiran 8. (Lanjutan)
Perawatan minggu ke-4

Universitas Sumatera Utara

Lampiran 9. Gambar penggunaan alat Skin Analyzer Aramo-SG

Universitas Sumatera Utara

Lampiran 10. Data hasil uji statistik
Kadar air (Moisture)
1. Normalitas
Tests of Normality
Formula

Kolmogorov-Smirnova
Statistic

M_0

M_1

M_2

M_3

M_4

df

Shapiro-Wilk

Sig.

Statistic

df

Sig.

Formula 0

.385

3

.

.750

3

.000

Formula 1

.343

3

.

.842

3

.220

Formula 2

.339

3

.

.851

3

.244

Formula 3

.175

3

.

1.000

3

1.000

Formula 4

.253

3

.

.964

3

.637

Formula 5

.337

3

.

.855

3

.253

Formula 0

.219

3

.

.987

3

.780

Formula 1

.253

3

.

.964

3

.637

Formula 2

.369

3

.

.787

3

.085

Formula 3

.310

3

.

.900

3

.384

Formula 4

.385

3

.

.750

3

.000

Formula 5

.372

3

.

.781

3

.070

Formula 0

.292

3

.

.923

3

.463

Formula 1

.376

3

.

.771

3

.048

Formula 2

.318

3

.

.887

3

.344

Formula 3

.183

3

.

.999

3

.933

Formula 4

.253

3

.

.964

3

.637

Formula 5

.314

3

.

.893

3

.363

Formula 0

.204

3

.

.993

3

.843

Formula 1

.385

3

.

.750

3

.000

Formula 2

.385

3

.

.750

3

.000

Formula 3

.175

3

.

1.000

3

1.000

Formula 4

.253

3

.

.964

3

.637

Formula 5

.213

3

.

.990

3

.806

Formula 0

.219

3

.

.987

3

.780

Formula 1

.253

3

.

.964

3

.637

Formula 2

.356

3

.

.818

3

.157

Formula 3

.353

3

.

.824

3

.174

Formula 4

.385

3

.

.750

3

.000

Formula 5

.308

3

.

.902

3

.391

a. Lilliefors Significance Correction

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
2.

Uji Kruskal Wallis
Test Statisticsa,b

Chi-square
df
Asymp. Sig.

M_0

M_1

M_2

M_3

M_4

12.899
5
.024

14.173
5
.015

14.307
5
.014

15.302
5
.009

15.797
5
.007

M_2

M_3

a. Kruskal Wallis Test
b. Grouping Variable: Formula

3. Uji Mann-Whitney
F0 dengan F1
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.500
6.500
-1.798
.072
.100a

M_1
.000
6.000
-1.964
.050
.100a

.000
6.000
-1.964
.050
.100a

.000
6.000
-1.993
.046
.100a

M_4
.000
6.000
-1.964
.050
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.500
6.500
-1.798
.376
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.964
.046
.100a

M_3
3.000
9.000
-.696
.050
.700a

M_4
2.500
8.500
-.886
.6
.400a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)

F0 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.993
.046
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.964
.050
.100a

M_4
.000
6.000
-1.964
.050
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.993
.046
.100a

M_1
.000
6.000
-1.993
.046
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.964
.050
.100a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.993
.046
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.964
.050
.100a

M_4
.000
6.000
-1.964
.050
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

3.500
9.500
-.443
.658
.700a

M_1
3.000
9.000
-.655
.050
.700a

M_2
4.000
10.000
-.218
.050
1.000a

M_3
.000
6.000
-2.023
.043
.100a

M_4
.000
6.000
-1.964
.050
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.500
6.500
-1.771
.077
.100a

M_1
2.500
8.500
-.886
.046
.400a

M_2
4.500
10.500
.000
.046
1.000a

M_3
.000
6.000
-1.993
.046
.100a

M_4
.000
6.000
-1.964
.050
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.964
.050
.100a

M_1
.000
6.000
-1.993
.046
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.993
.046
.100a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.964
.050
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
2.000
8.000
-1.159
.050
.400a

M_4
.000
6.000
-1.964
.050
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

2.000
8.000
-1.091
.275
.400a

M_1
2.000
8.000
-1.091
.050
.400a

M_2
4.000
10.000
-.218
.050
1.000a

M_3
.000
6.000
-1.993
.046
.100a

M_4
.000
6.000
-1.964
.050
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

3.000
9.000
-.655
.513
.700a

M_1
.000
6.000
-1.993
.046
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.993
.046
.100a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F2 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.964
.050
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.993
.046
.100a

M_4
.000
6.000
-1.964
.050
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

3.000
9.000
-.655
.513
.700a

M_1
.000
6.000
-1.993
.046
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.964
.050
.100a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

3.000
9.000
-.655
.513
.700a

M_1
1.500
7.500
-1.328
.046
.200a

M_2
1.000
7.000
-1.528
.050
.200a

M_3
4.000
10.000
-.218
.046
1.000a

M_4
3.500
9.500
-.443
.046
.700a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F4 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.964
.507
.100a

M_1
3.000
9.000
-.664
.050
.700a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.964
.050
.100a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
Kehalusan (Evenness)
1. Uji Normalitas
Tests of Normalityb,c,d
Formula

Kolmogorov-Smirnova
Statistic

M_0

M_1

M_2

M_3

M_4

df

Shapiro-Wilk

Sig.

Statistic

df

Sig.

Formula 0

.385

3

.

.750

3

.000

Formula 1

.276

3

.

.942

3

.537

Formula 2

.253

3

.

.964

3

.637

Formula 3

.385

3

.

.750

3

.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.175

3

.

1.000

3

1.000

Formula 0

.314

3

.

.893

3

.363

Formula 1

.191

3

.

.997

3

.900

Formula 2

.253

3

.

.964

3

.637

Formula 3

.385

3

.

.750

3

.000

Formula 4

.253

3

.

.964

3

.637

Formula 5

.175

3

.

1.000

3

1.000

Formula 0

.253

3

.

.964

3

.637

Formula 1

.337

3

.

.855

3

.253

Formula 2

.385

3

.

.750

3

.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.253

3

.

.964

3

.637

Formula 0

.253

3

.

.964

3

.637

Formula 1

.385

3

.

.750

3

.000

Formula 2

.385

3

.

.750

3

.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.175

3

.

1.000

3

1.000

Formula 0

.219

3

.

.987

3

.780

Formula 1

.356

3

.

.818

3

.157

Formula 2

.385

3

.

.750

3

.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.385

3

.

.750

3

.000

a. Lilliefors Significance Correction
b. M_2 is constant when Formula = Formula 3. It has been omitted.
c. M_3 is constant when Formula = Formula 3. It has been omitted.
d. M_4 is constant when Formula = Formula 3. It has been omitted.

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
2. Uji Kruskal Wallis
Test Statisticsa,b
Chi-square
df
Asymp. Sig.

M_0

M_1

M_2

M_3

M_4

14.505
5
.013

12.870
5
.025

12.407
5
.030

11.130
5
.049

13.930
5
.016

M_2

M_3

a. Kruskal Wallis Test
b. Grouping Variable: Formula

3. Uji Mann-Whitney
F0 dengan F1
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

1.000
7.000
-1.550
.121
.200a

M_1
1.000
7.000
-1.528
.050
.200a

2.000
8.000
-1.124
.050
.400a

2.000
8.000
-1.107
.046
.400a

M_4
1.500
7.500
-1.328
.046
.200a

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.993
.046
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.993
.046
.100a

M_3
.000
6.000
-1.993
.046
.100a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F0 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-2.023
.043
.100a

M_1
.000
6.000
-1.993
.046
.100a

M_2
.000
6.000
-2.087
.037
.100a

M_3
.000
6.000
-2.087
.037
.100a

M_4
.000
6.000
-2.087
.037
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-2.023
.043
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.993
.046
.100a

M_3
.000
6.000
-1.993
.046
.100a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.993
.046
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.964
.050
.100a

M_3
.000
6.000
-1.964
.050
.100a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

3.000
9.000
-.655
.513
.700a

M_1
3.500
9.500
-.443
.458
.700a

M_2
3.000
9.000
-.664
.050
.700a

M_3
3.000
9.000
-.674
.050
.700a

M_4
1.000
7.000
-1.623
.050
.200a

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

2.500
8.500
-.899
.369
.400a

M_1
3.000
9.000
-.664
.507
.700a

M_2
3.000
9.000
-.696
.487
.700a

M_3
3.000
9.000
-.707
.080
.700a

M_4
3.000
9.000
-.696
.047
.700a

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.500
6.500
-1.798
.072
.100a

M_1
2.500
8.500
-.886
.050
.400a

M_2
3.000
9.000
-.664
.050
.700a

M_3
3.000
9.000
-.674
.050
.700a

M_4
.500
6.500
-1.798
.042
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.964
.050
.100a

M_1
.500
6.500
-1.771
.077
.100a

M_2
1.000
7.000
-1.528
.047
.200a

M_3
2.500
8.500
-.899
.039
.400a

M_4
.000
6.000
-1.993
.046
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

1.000
7.000
-1.623
.105
.200a

M_1
4.000
10.000
-.232
.107
1.000a

M_2
.000
6.000
-2.121
.034
.100a

M_3
.000
6.000
-2.121
.034
.100a

M_4
.000
6.000
-2.121
.034
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.993
.046
.100a

M_1
.500
6.500
-1.771
.046
.100a

M_2
3.000
9.000
-.745
.045
.700a

M_3
3.000
9.000
-.745
.045
.700a

M_4
3.000
9.000
-.745
.045
.700a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F2 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.964
.050
.100a

M_1
.000
6.000
-1.964
.050
.100a

M_2
.000
6.000
-1.993
.046
.100a

M_3
.500
6.500
-1.798
.042
.100a

M_4
2.000
8.000
-1.179
.039
.400a

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.500
6.500
-1.826
.068
.100a

M_1
.000
6.000
-1.993
.046
.100a

M_2
.000
6.000
-2.121
.034
.100a

M_3
.000
6.000
-2.121
.034
.100a

M_4
.000
6.000
-2.121
.034
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

.000
6.000
-1.993
.046
.100a

M_1
.000
6.000
-1.993
.046
.100a

M_2
.000
6.000
-2.087
.037
.100a

M_3
.000
6.000
-2.087
.037
.100a

M_4
.000
6.000
-2.121
.034
.100a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F4 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed
Sig.)]

1.000
7.000
-1.623
.105
.200a

M_1
.500
6.500
-1.771
.077
.100a

M_2
.000
6.000
-1.993
.046
.100a

M_3
1.000
7.000
-1.623
.050
.200a

M_4
4.000
10.000
-.258
.046
1.000a

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
Pori (Pore)
1. Uji Normalitas
Tests of Normalityb,c
Formula

Kolmogorov-Smirnova
Statistic

M_0

M_1

M_2

M_3

M_4

df

Shapiro-Wilk

Sig.

Statistic

df

Sig.

Formula 0

.314

3

.

.893

3

.363

Formula 1

.175

3

.

1.000

3

1.000

Formula 2

.175

3

.

1.000

3

1.000

Formula 3

.385

3

.

.750

3

.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.314

3

.

.893

3

.363

Formula 0

.175

3

.

1.000

3

1.000

Formula 1

.385

3

.

.750

3

.000

Formula 2

.175

3

.

1.000

3

1.000

Formula 3

.385

3

.

.750

3

.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.314

3

.

.893

3

.363

Formula 0

.385

3

.

.750

3

.000

Formula 1

.292

3

.

.923

3

.463

Formula 2

.253

3

.

.964

3

.637

Formula 3

.385

3

.

.750

3

.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.253

3

.

.964

3

.637

Formula 0

.385

3

.

.750

3

.000

Formula 1

.314

3

.

.893

3

.363

Formula 2

.253

3

.

.964

3

.637

Formula 4

.385

3

.

.750

3

.000

Formula 5

.253

3

.

.964

3

.637

Formula 0

.219

3

.

.987

3

.780

Formula 1

.314

3

.

.893

3

.363

Formula 2

.175

3

.

1.000

3

1.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.253

3

.

.964

3

.637

a. Lilliefors Significance Correction
b. M_3 is constant when Formula = Formula 3. It has been omitted.
c. M_4 is constant when Formula = Formula 3. It has been omitted.

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
2. Uji Kruskal Wallis
Test Statisticsa,b
M_0
Chi-square

M_1

M_2

M_3

M_4

15.172

14.749

15.254

15.554

15.597

5

5

5

5

5

.010

.011

.009

.008

.008

df
Asymp. Sig.
a. Kruskal Wallis Test

b. Grouping Variable: Formula

3. Uji Mann-Whitney
F0 dengan F1
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

1.500

1.000

.500

.000

.500

Wilcoxon W

7.500

7.000

6.500

6.000

6.500

-1.328

-1.623

-1.798

-1.993

-1.771

.184

.050

.050

.046

.046

a

a

a

a

.100a

Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.200

.200

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.964

-1.964

-1.993

-1.993

-1.964

.050

.050

.046

.046

.050

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F0 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-1.993

-2.023

-2.121

-2.087

.046

.046

.043

.034

.037

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-1.993

-2.023

-2.023

-1.993

.046

.046

.043

.043

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.964

-1.964

-1.993

-1.993

-1.964

.050

.050

.046

.046

.050

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

1.500

.500

.500

.000

6.000

7.500

6.500

6.500

6.000

-1.964

-1.348

-1.771

-1.771

-1.964

.178

.050

.047

.047

.050

a

a

a

a

.100a

.100

.200

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.500

.000

.000

.000

6.000

6.500

6.000

6.000

6.000

-1.993

-1.826

-1.993

-2.087

-2.087

.046

.068

.046

.037

.037

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-2.023

-1.993

-1.993

-1.993

.046

.043

.046

.046

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.964

-1.993

-1.964

-1.964

-1.964

.050

.046

.050

.050

.050

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F3
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

2.500

2.500

3.500

4.500

4.500

Wilcoxon W

8.500

8.500

9.500

10.500

10.500

Z

-.943

-.943

-.471

.000

.000

.046

.046

.037

.037

.037

a

a

a

a

1.000a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.400

.400

.700

1.000

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-1.993

-1.993

-1.993

-1.993

.046

.046

.046

.046

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F2 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.500

.500

.500

.500

.500

6.500

6.500

6.500

6.500

6.500

-1.771

-1.771

-1.771

-1.771

-1.771

.077

.057

.047

.047

.047

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-2.023

-2.023

-2.023

-2.121

-2.121

.043

.043

.043

.034

.034

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F5
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

1.000

1.000

.500

.000

.000

Wilcoxon W

7.000

7.000

6.500

6.000

6.000

-1.623

-1.623

-1.798

-2.087

-2.087

.105

.105

.072

.037

.037

a

a

a

a

.100a

Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.200

.200

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F4 dengan F5
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

3.500

3.500

4.000

4.000

4.000

Wilcoxon W

9.500

9.500

10.000

10.000

10.000

Z

-.449

-.449

-.232

-.232

-.232

.053

.053

.047

.047

.047

a

a

a

a

1.000a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.700

.700

1.000

1.000

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
Noda (Spot)
1. Uji Normalitas
Tests of Normalityb
Formula

Kolmogorov-Smirnova
Statistic

M_0

M_1

M_2

M_3

M_4

df

Shapiro-Wilk

Sig.

Statistic

df

Sig.

Formula 0

.385

3

.

.750

3

.000

Formula 1

.175

3

.

1.000

3

1.000

Formula 2

.292

3

.

.923

3

.463

Formula 3

.292

3

.

.923

3

.463

Formula 4

.385

3

.

.750

3

.000

Formula 5

.253

3

.

.964

3

.637

Formula 0

.385

3

.

.750

3

.000

Formula 1

.175

3

.

1.000

3

1.000

Formula 2

.292

3

.

.923

3

.463

Formula 3

.204

3

.

.993

3

.843

Formula 5

.385

3

.

.750

3

.000

Formula 0

.385

3

.

.750

3

.000

Formula 1

.175

3

.

1.000

3

1.000

Formula 2

.292

3

.

.923

3

.463

Formula 3

.253

3

.

.964

3

.637

Formula 4

.385

3

.

.750

3

.000

Formula 5

.385

3

.

.750

3

.000

Formula 0

.175

3

.

1.000

3

1.000

Formula 1

.385

3

.

.750

3

.000

Formula 2

.253

3

.

.964

3

.637

Formula 3

.253

3

.

.964

3

.637

Formula 4

.385

3

.

.750

3

.000

Formula 5

.175

3

.

1.000

3

1.000

Formula 0

.314

3

.

.893

3

.363

Formula 1

.385

3

.

.750

3

.000

Formula 2

.292

3

.

.923

3

.463

Formula 3

.321

3

.

.881

3

.328

Formula 4

.385

3

.

.750

3

.000

Formula 5

.385

3

.

.750

3

.000

a. Lilliefors Significance Correction
b. M_1 is constant when Formula = Formula 4. It has been omitted.

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
2. Uji Kruskal Wallis
Test Statisticsa,b
M_0
Chi-square

M_1

M_2

M_3

M_4

16.531

16.105

15.421

16.187

16.171

5

5

5

5

5

.005

.007

.009

.006

.006

df
Asymp. Sig.
a. Kruskal Wallis Test

b. Grouping Variable: Formula

3. Uji Mann-Whitney
F0 dengan F1
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.500

.000

1.000

6.000

6.000

6.500

6.000

7.000

-1.993

-1.993

-1.798

-1.993

-1.623

.046

.046

.046

.046

.046

a

a

a

a

.200a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-1.993

-1.993

-1.964

-1.964

.046

.046

.046

.050

.050

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F0 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-1.993

-1.993

-1.964

-1.964

.046

.046

.046

.050

.050

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-2.023

-2.121

-2.023

-1.993

-1.993

.043

.034

.043

.046

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-2.023

-2.023

-1.964

-1.993

.046

.043

.043

.050

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.964

-1.964

-1.964

-1.993

-1.993

.050

.050

.050

.046

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.964

-1.964

-1.964

-1.993

-1.993

.050

.050

.050

.046

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-2.087

-1.993

-2.023

-2.023

.046

.037

.046

.043

.043

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.964

-1.993

-1.993

-1.993

-2.023

.050

.046

.046

.046

.043

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F3
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.500

.000

.000

.000

.000

6.500

6.000

6.000

6.000

6.000

-1.771

-1.964

-1.964

-1.964

-1.964

.077

.050

.050

.050

.050

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.993

-2.087

-1.993

-1.993

-1.993

.046

.037

.046

.046

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F2 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

.000

.000

.000

6.000

6.000

6.000

6.000

6.000

-1.964

-1.993

-1.993

-1.964

-1.993

.050

.046

.046

.050

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

3.000

2.000

.000

.000

6.000

9.000

8.000

6.000

6.000

-1.993

-.696

-1.159

-1.993

-1.993

.046

.046

.046

.046

.046

a

a

a

a

.100a

.100

.700

.400

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.500

1.000

.500

.000

6.000

6.500

7.000

6.500

6.000

-1.964

-1.798

-1.550

-1.771

-1.993

.050

.042

.042

.046

.046

a

a

a

a

.100a

.100

.100

.200

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F4 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

.000

3.000

2.500

3.000

6.000

6.000

9.000

8.500

9.000

-1.993

-2.121

-.674

-.943

-.745

.046

.034

.034

.036

.046

a

a

a

a

.700a

.100

.100

.700

.400

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
Keriput (Wrinkle)
1. Uji Normalitas
Tests of Normalityb,c
Formula

Kolmogorov-Smirnova
Statistic

M_0

M_1

M_2

M_3

M_4

df

Shapiro-Wilk

Sig.

Statistic

df

Sig.

Formula 0

.385

3

.

.750

3

.000

Formula 1

.238

3

.

.976

3

.702

Formula 2

.385

3

.

.750

3

.000

Formula 3

.385

3

.

.750

3

.000

Formula 4

.175

3

.

1.000

3

1.000

Formula 5

.175

3

.

1.000

3

1.000

Formula 1

.253

3

.

.964

3

.637

Formula 2

.385

3

.

.750

3

.000

Formula 3

.175

3

.

1.000

3

1.000

Formula 4

.175

3

.

1.000

3

1.000

Formula 5

.175

3

.

1.000

3

1.000

Formula 0

.385

3

.

.750

3

.000

Formula 1

.187

3

.

.998

3

.915

Formula 2

.385

3

.

.750

3

.000

Formula 3

.385

3

.

.750

3

.000

Formula 4

.175

3

.

1.000

3

1.000

Formula 5

.219

3

.

.987

3

.780

Formula 1

.219

3

.

.987

3

.780

Formula 2

.175

3

.

1.000

3

1.000

Formula 3

.175

3

.

1.000

3

1.000

Formula 4

.175

3

.

1.000

3

1.000

Formula 5

.356

3

.

.818

3

.157

Formula 0

.385

3

.

.750

3

.000

Formula 1

.175

3

.

1.000

3

1.000

Formula 2

.385

3

.

.750

3

.000

Formula 3

.175

3

.

1.000

3

1.000

Formula 4

.385

3

.

.750

3

.000

Formula 5

.175

3

.

1.000

3

1.000

a. Lilliefors Significance Correction
b. M_1 is constant when Formula = Formula 0. It has been omitted.
c. M_3 is constant when Formula = Formula 0. It has been omitted.

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
2. Uji Kruskal Wallis

Test Statisticsa,b
M_0
Chi-square

M_1

M_2

M_3

M_4

7.282

7.341

10.583

13.153

13.536

5

5

5

5

5

.200

.197

.060

.022

.019

df
Asymp. Sig.
a. Kruskal Wallis Test

b. Grouping Variable: Formula

3. Uji Mann-Whitney
F0 dengan F1
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

3.000

3.000

3.000

3.000

3.000

Wilcoxon W

9.000

9.000

9.000

9.000

9.000

Z

-.664

-.696

-.664

-.696

-.664

.050

.047

.047

.047

.047

a

a

a

a

.700a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.700

.700

.700

.700

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F2
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.500

1.500

.500

.000

.000

6.500

7.500

6.500

6.000

6.000

-1.826

-1.581

-1.826

-2.087

-2.023

.068

.044

.068

.037

.043

a

a

a

a

.100a

.100

.200

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F0 dengan F3
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

3.000

1.500

.000

.000

.000

Wilcoxon W

9.000

7.500

6.000

6.000

6.000

Z

-.745

-1.549

-2.023

-2.087

-1.993

.056

.051

.043

.037

.046

a

a

a

a

.100a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.700

.200

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F4
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

1.000

1.500

.000

.000

.000

Wilcoxon W

7.000

7.500

6.000

6.000

6.000

-1.623

-1.549

-1.993

-2.087

-2.023

.105

.051

.046

.037

.043

a

a

a

a

.100a

Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.200

.200

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F0 dengan F5
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

3.500

.000

.000

.000

.000

Wilcoxon W

9.500

6.000

6.000

6.000

6.000

Z

-.471

-2.087

-1.993

-2.087

-1.993

.637

.037

.046

.037

.046

a

a

a

a

.100a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.700

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F2
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

3.000

3.000

3.000

3.500

3.500

Wilcoxon W

9.000

9.000

9.000

9.500

9.500

Z

-.664

-.664

-.664

-.443

-.449

.050

.050

.050

.048

.048

a

a

a

a

.700a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.700

.700

.700

.700

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F3
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

3.000

3.500

4.000

3.500

3.000

Wilcoxon W

9.000

9.500

10.000

9.500

9.000

Z

-.664

-.443

-.232

-.443

-.655

.050

.048

.037

.048

.043

a

a

a

a

.700a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.700

.700

1.000

.700

a. Not corrected for ties.
b. Grouping Variable: Formula

F1 dengan F4
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

2.500

3.500

4.500

2.500

2.000

Wilcoxon W

8.500

9.500

10.500

8.500

8.000

Z

-.886

-.443

.000

-.886

-1.159

.076

.058

.047

.047

.046

a

a

a

a

.400a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.400

.700

1.000

.400

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F1 dengan F5
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

3.000

3.500

2.500

.000

.000

Wilcoxon W

9.000

9.500

8.500

6.000

6.000

Z

-.655

-.443

-.886

-1.964

-1.964

.053

.048

.047

.050

.050

a

a

a

a

.100a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.700

.700

.400

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F3
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

1.000

3.500

1.000

.500

.000

Wilcoxon W

7.000

9.500

7.000

6.500

6.000

-1.650

-.471

-1.650

-1.771

-1.993

.099

.077

.099

.077

.046

a

a

a

a

.100a

Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.200

.700

.200

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F2 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.000

3.500

.000

.000

.000

6.000

9.500

6.000

6.000

6.000

-1.993

-.471

-1.993

-1.964

-2.023

.046

.037

.046

.050

.043

a

a

a

a

.100a

.100

.700

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F2 dengan F5
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.500

.000

.000

.000

.000

6.500

6.000

6.000

6.000

6.000

-1.798

-1.993

-1.993

-1.964

-1.993

.072

.046

.046

.050

.046

a

a

a

a

.100a

.100

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F4
Test Statisticsb
M_0
Mann-Whitney U
Wilcoxon W
Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

M_1

M_2

M_3

M_4

.500

4.500

3.000

.500

.000

6.500

10.500

9.000

6.500

6.000

-1.798

.000

-.696

-1.771

-1.993

.072

.051

.047

.047

.046

a

a

a

a

.100a

.100

1.000

.700

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

F3 dengan F5
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

2.500

.500

.000

.000

.000

Wilcoxon W

8.500

6.500

6.000

6.000

6.000

Z

-.943

-1.771

-1.993

-1.964

-1.964

.346

.077

.046

.050

.050

a

a

a

a

.100a

Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.400

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara

Lampiran 10. (Lanjutan)
F4 dengan F5
Test Statisticsb
M_0

M_1

M_2

M_3

M_4

Mann-Whitney U

2.000

.500

.500

.000

.000

Wilcoxon W

8.000

6.500

6.500

6.000

6.000

-1.124

-1.771

-1.771

-1.964

-1.993

.261

.077

.077

.050

.046

a

a

a

a

.100a

Z
Asymp. Sig. (2-tailed)
Exact Sig. [2*(1-tailed Sig.)]

.400

.100

.100

.100

a. Not corrected for ties.
b. Grouping Variable: Formula

Universitas Sumatera Utara