Isolasi Karagenan Dari Rumput Laut Merah (Kappaphycus alvarezii) dan Pemilihan Formulasi Sebagai Pelembab
Lampiran 1. Surat Hasil Identifikasi Tumbuhan
Universitas Sumatera Utara
Lampiran 2. Tumbuhan rumput laut merah Kappaphycus alvarezii
Universitas Sumatera Utara
Lampiran 3. Gambar Simplisia dan Serbuk Kasar Simplisia Rumput Laut
Merah Kappaphycus alvarezii
Simplisia Rumput Laut Merah Kappaphycus alvarezii
Serbuk Kasar Simplisia Rumput Laut Merah Kappaphycus alvarezii
Universitas Sumatera Utara
Lampiran 4. Hasil Pemeriksaan Mikroskopik Serbuk Simplisia Rumput
Laut Merah Kappaphycus alvarezii
keterangan:
1. Parenkim berisi pigmen merah
2. Parenkim bagian pinggir
3. Propagule
Universitas Sumatera Utara
Lampiran 5. Gambar Serbuk Karagenan
Lampiran 6. Gambar pembuatan sediaan krim
Lampiran 7. Uji Homogenitas
Universitas Sumatera Utara
Lampiran 8. Uji tipe emulsi
Lampiran 9. Uji stabilitas
Universitas Sumatera Utara
Gambar sediaan krim awal
Blanko
2,5
5%
7,5 %
10
Gliserin
Gambar sediaan krim setelah penyimpanan selama 12 minggu
Blanko
2,5 %
5%
7,5 %
10 %
Gliserin
Lampiran 10. Alat pH meter
Universitas Sumatera Utara
Lampiran 11. Gambar Skin Analyzer - Moisture Checker
Lampiran 12. Bagan Kerja Penelitian
Universitas Sumatera Utara
1. Bagan karakterisasi simplisia dari rumput laut merah Kappaphycus
alvarezii
2. Bagan isolasi karagenan rumput laut merah Kappaphycus alvarezii
Universitas Sumatera Utara
(Lanjutan)
Universitas Sumatera Utara
Lampiran 13. Perhitungan Pemeriksaan Karakteristik Serbuk Simplisia
Rumput laut merah Kappaphycus alvarezii
Universitas Sumatera Utara
1. Perhitungan Kadar Air Serbuk Simplisia Rumput laut merah
Kappaphycus alvarezii
% Kadar air simplisia =
No.
1.
2.
3.
volume
berat sampel
Berat sampel (g)
5,0920
5,1800
5,0860
1. Kadar air =
2. Kadar air =
3. Kadar air =
air (ml)
2,25 - 1,85
Volume awal (ml)
2,25
2,65
3,05
x 100%
= 7,85%
x 100%
= 7,72%
x 100%
= 7,86%
5,0920
2,65 - 2,25
5,1800
3,05 - 2,65
5,0860
% Rata-rata kadar air =
x 100%
(g)
7,85% 7,72% 7,86%
Volume akhir (ml)
1,85
2,25
2,65
= 7,81%
3
2. Perhitungan Kadar Sari Larut dalam Air
% Kadar Sari Larut dalam Air =
No.
1.
2.
3.
berat sari (g)
berat sampel
(g)
100
20
Berat Sampel (g)
5,021
5,035
5,031
1. Kadar Sari Larut dalam Air =
2. Kadar Sari Larut dalam Air =
100 %
Berat Sari (g)
0,461
0,472
0,470
0,461
5,021
0,472
5,035
100
20
100
20
100 %
100 %
= 45,93%
= 46,87%
Universitas Sumatera Utara
3. Kadar Sari Larut dalam Air =
% Rata-rata Kadar Sari Larut Air =
0,470
5,031
100 %
100
20
= 46,71%
45,93 % 46,87 % 46,71%
3
= 46,49%
3. Perhitungan Kadar Sari Simplisia Larut dalam Etanol
% Kadar Sari Larut dalam Etanol =
No.
1.
2.
3.
berat sari (g)
berat sampel
(g)
Berat Sampel (g)
5,046
5,043
5,044
100
20
100 %
Berat Sari (g)
0,042
0,039
0,041
1. Kadar Sari Larut dalam Etanol =
2. Kadar Sari Larut dalam Etanol =
3. Kadar Sari Larut dalam Etanol =
% Rata-rata Kadar Sari Larut Etanol =
0,042
5,043
0,039
5,043
0,041
5,044
100
20
100
100
20
20
100 %
= 4,16%
100 %
100 %
= 3,86%
= 4,06%
4 ,16 % 3 , 86 % 4 , 06 %
3
= 4,02%
4. Perhitungan Kadar Abu Total Simplisia
Universitas Sumatera Utara
% Kadar Abu Total =
No.
1.
2.
3.
berat abu (g)
berat sampel
(g)
100 %
Berat Sampel (g)
2,025
2,010
2,025
1. Kadar Abu Total =
2. Kadar Abu Total =
3. Kadar Abu Total =
0,593
2,025
0,586
2,010
0,587
2,025
% Rata-rata Kadar Abu Total =
Berat Abu (g)
0,593
0,586
0,587
100 %
= 29,28%
100 %
= 29,15%
100 %
= 28,98%
29 , 28 % 29 ,15 % 28 , 98 %
= 29,14%
3
5. Perhitungan Kadar Abu Simplisia Tidak Larut dalam Asam
% Kadar Abu Tidak Larut dalam Asam =
No.
1.
2.
3.
berat abu (g)
berat sampel
Berat Sampel (g)
2,025
2,010
2,025
1. Kadar Abu Tidak Larut dalam Asam =
(g)
100 %
Berat Abu (g)
0,01
0,009
0,009
0,01
2,025
100 %
= 0,49%
Universitas Sumatera Utara
2. Kadar Abu Tidak Larut dalam Asam =
3. Kadar Abu Tidak Larut dalam Asam =
% Rata-rata Kadar Abu Tidak Larut Asam
=
0,009
2,010
0,009
2,025
100 %
= 0,45%
100 %
= 0,44%
0 , 49 % 0 , 45 % 0 , 44 %
3
= 0,47%
Lampiran 14. Identifikasi Karagenan
1. Penetapan rendemen karagenan
x 100%
% Rendemen karagenan =
a. % Rendemen karagenan 1 =
x 100% = 31,02 %
b. % Rendemen karagenan 1 =
x 100% = 28,28 %
c. % Rendemen karagenan 1 =
x 100% = 29,64 %
d. % Rendemen karagenan 1 =
x 100% = 31,17 %
2. Perhitungan susut pengeringan karagenan
% Susut pengeringan =
x 100%
A = Berat sampel sebelum pengeringan
B = Berat sampel setelah pengeringan
No
A (g)
B (g)
1
0,200
0,181
Universitas Sumatera Utara
2
0,201
0,180
3
0,203
0,182
1. % susut pengeringan =
x 100% = 10,33%
–
2. % susut pengeringan =
x 100% = 9,84%
x 100% = 10,27%
3. % susut pengeringan =
% susut pengeringan rata-rata = 10,33% + 9,84%+ 10,27% = 10,14%
3. Perhitungan Kadar Abu Total Simplisia
% Kadar Abu Total =
No.
1.
2.
3.
berat abu (g)
berat
karagenan
(g)
100 %
Berat karagenan (g)
2,0005
2,0001
2,0004
1. Kadar Abu Total =
2. Kadar Abu Total =
3. Kadar Abu Total =
0,3392
2,0005
0,3135
2,0001
0,3206
2,0004
% Rata-rata Kadar Abu Total =
Berat Abu (g)
0,3392
0,3135
0,3206
100 %
= 16,64%
100 %
= 15,67%
100 %
= 16,03%
16 , 64 % 15 , 67 % 16 , 03 %
3
= 16,11%
4. Perhitungan Kadar Abu Simplisia Tidak Larut dalam Asam
Universitas Sumatera Utara
% Kadar Abu Tidak Larut dalam Asam =
No.
1.
2.
3.
berat abu (g)
berat
karagenan
Berat karagenan (g)
2,0001
2,0002
2,0004
100 %
Berat Abu (g)
0,0261
0,0290
0,0249
1. Kadar Abu Tidak Larut dalam Asam =
2. Kadar Abu Tidak Larut dalam Asam =
3. Kadar Abu Tidak Larut dalam Asam =
% Rata-rata Kadar Abu Tidak Larut Asam
(g)
=
0,0261
2,0001
0,0290
2,0002
0,0249
2,0004
100 %
= 1,30%
100 %
= 1,45%
100 %
= 1,24%
1 , 30 % 1 , 45 % 1 , 24 %
3
=1,33%
5. Viskositas karagenan
Faktor koreksi = 25
a. Viskositas 1 = Faktor koreksi x skala
= 25 x 0,3
= 7,5 cps
b. Viskositas 1 = Faktor koreksi x skala
= 25 x 0,3
= 7,5 cps
c. Viskositas 1 = Faktor koreksi x skala
= 25 x 0,3
= 7,5 cps
6. Hasil penetapan karagenan secara spektrofotometri inframerah FTIR
Universitas Sumatera Utara
Lampiran 15. Data hasil analisis statistik dengan SPSS
Universitas Sumatera Utara
Tests of Normality
a
Kolmogorov-Smirnov
Statistic
df
Shapiro-Wilk
Sig.
Statistic
df
Sig.
Minggu_Awal
.162
18
.200
*
.948
18
.392
Minggu_I
.214
18
.029
.802
18
.002
Minggu_II
.242
18
.007
.855
18
.010
Minggu_III
.235
18
.010
.856
18
.010
18
*
.925
18
.158
Minggu_IV
.153
.200
*. This is a lower bound of the true significance.
a. Lilliefors Significance Correction
Test of Homogeneity of Variances
Levene Statistic
df1
df2
Sig.
Minggu_Awal
1.238
5
12
.351
Minggu_I
3.583
5
12
.033
Minggu_II
6.808
5
12
.003
Minggu_III
5.292
5
12
.008
Minggu_IV
2.882
5
12
.062
Descriptives
Statistic
Mean
31.289
95% Confidence Interval for
Lower Bound
31.051
Mean
Upper Bound
31.526
5% Trimmed Mean
31.299
Median
31.200
Variance
Minggu_Awal
.1126
.228
Std. Deviation
.4776
Minimum
30.3
Maximum
32.1
Range
1.8
Interquartile Range
.7
Skewness
Kurtosis
Mean
Minggu_I
Std. Error
.059
.536
-.201
1.038
33.417
.5299
95% Confidence Interval for
Lower Bound
32.299
Mean
Upper Bound
34.535
Universitas Sumatera Utara
5% Trimmed Mean
33.213
Median
32.750
Variance
5.054
Std. Deviation
2.2482
Minimum
31.0
Maximum
39.5
Range
8.5
Interquartile Range
1.8
Skewness
1.777
.536
Kurtosis
3.041
1.038
36.094
.9315
Mean
Minggu_II
95% Confidence Interval for
Lower Bound
34.129
Mean
Upper Bound
38.060
5% Trimmed Mean
35.955
Median
34.750
Variance
15.619
Std. Deviation
3.9521
Minimum
31.2
Maximum
43.5
Range
12.3
Interquartile Range
6.3
Skewness
Kurtosis
Mean
Minggu_III
.536
-.622
1.038
38.078
1.3008
95% Confidence Interval for
Lower Bound
35.333
Mean
Upper Bound
40.822
5% Trimmed Mean
37.798
Median
35.750
Variance
30.457
Std. Deviation
5.5188
Minimum
31.3
Maximum
49.9
Range
18.6
Interquartile Range
5.8
Skewness
Kurtosis
Mean
Minggu_IV
.849
1.098
.536
.283
1.038
39.283
1.3202
95% Confidence Interval for
Lower Bound
36.498
Mean
Upper Bound
42.069
5% Trimmed Mean
39.059
Median
37.600
Universitas Sumatera Utara
Variance
31.373
Std. Deviation
5.6012
Minimum
31.7
Maximum
50.9
Range
19.2
Interquartile Range
6.2
Skewness
.766
.536
Kurtosis
.027
1.038
ANOVA
Sum of Squares
Between Groups
Minggu_Awal
Minggu_I
Minggu_III
Minggu_IV
Mean Square
.898
5
.180
Within Groups
2.980
12
.248
Total
3.878
17
Between Groups
70.758
5
14.152
Within Groups
15.167
12
1.264
Total
85.925
17
219.523
5
43.905
46.007
12
3.834
Total
265.529
17
Between Groups
467.618
5
93.524
50.153
12
4.179
Total
517.771
17
Between Groups
500.172
5
100.034
33.173
12
2.764
533.345
17
Between Groups
Minggu_II
df
Within Groups
Within Groups
Within Groups
Total
F
Sig.
.723
.619
11.197
.000
11.452
.000
22.377
.000
36.186
.000
Post Hoc Tests
Minggu_Awal
Universitas Sumatera Utara
Tukey HSD
Kelompok
N
Subset for
alpha = 0.05
1
Formula_A
3
31.000
Formula_C
3
31.100
Formula_F
3
31.233
Formula_D
3
31.233
Formula_E
3
31.567
Formula_B
3
31.600
Sig.
.685
Means for groups in homogeneous subsets
are displayed.
a. Uses Harmonic Mean Sample Size =
3.000.
Minggu_I
Tukey HSD
Kelompok
N
Subset for alpha = 0.05
1
2
Formula_A
3
31.467
Formula_D
3
32.333
Formula_E
3
32.367
Formula_C
3
33.333
Formula_B
3
33.400
Formula_F
3
Sig.
37.600
.345
1.000
Means for groups in homogeneous subsets are
displayed.
a. Uses Harmonic Mean Sample Size = 3.000.
Minggu_II
Tukey HSD
Kelompok
N
Subset for alpha = 0.05
Universitas Sumatera Utara
1
2
Formula_A
3
31.467
Formula_D
3
32.333
Formula_E
3
32.367
Formula_C
3
33.333
Formula_B
3
Formula_F
3
3
36.200
38.500
Sig.
.345
.235
1.000
Means for groups in homogeneous subsets are
displayed.
a. Uses Harmonic Mean Sample Size = 3.000.
Minggu_III
Tukey HSD
Kelompok
N
Subset for alpha = 0.05
1
2
3
Formula_A
3
32.000
Formula_B
3
35.400
35.400
Formula_C
3
35.533
35.533
Formula_D
3
37.633
Formula_E
3
39.700
Formula_F
3
Sig.
48.200
.341
.177
1.000
Means for groups in homogeneous subsets are displayed.
a. Uses Harmonic Mean Sample Size = 3.000.
Minggu_IV
Tukey HSD
Universitas Sumatera Utara
Kelompok
N
Subset for alpha = 0.05
1
2
3
Formula_A
3
32.167
Formula_C
3
36.433
Formula_B
3
36.867
Formula_D
3
39.100
Formula_E
3
Formula_F
3
Sig.
4
36.433
39.100
42.167
48.967
.072
.413
.281
1.000
Means for groups in homogeneous subsets are displayed.
a. Uses Harmonic Mean Sample Size = 3.000.
Universitas Sumatera Utara
Universitas Sumatera Utara
Lampiran 2. Tumbuhan rumput laut merah Kappaphycus alvarezii
Universitas Sumatera Utara
Lampiran 3. Gambar Simplisia dan Serbuk Kasar Simplisia Rumput Laut
Merah Kappaphycus alvarezii
Simplisia Rumput Laut Merah Kappaphycus alvarezii
Serbuk Kasar Simplisia Rumput Laut Merah Kappaphycus alvarezii
Universitas Sumatera Utara
Lampiran 4. Hasil Pemeriksaan Mikroskopik Serbuk Simplisia Rumput
Laut Merah Kappaphycus alvarezii
keterangan:
1. Parenkim berisi pigmen merah
2. Parenkim bagian pinggir
3. Propagule
Universitas Sumatera Utara
Lampiran 5. Gambar Serbuk Karagenan
Lampiran 6. Gambar pembuatan sediaan krim
Lampiran 7. Uji Homogenitas
Universitas Sumatera Utara
Lampiran 8. Uji tipe emulsi
Lampiran 9. Uji stabilitas
Universitas Sumatera Utara
Gambar sediaan krim awal
Blanko
2,5
5%
7,5 %
10
Gliserin
Gambar sediaan krim setelah penyimpanan selama 12 minggu
Blanko
2,5 %
5%
7,5 %
10 %
Gliserin
Lampiran 10. Alat pH meter
Universitas Sumatera Utara
Lampiran 11. Gambar Skin Analyzer - Moisture Checker
Lampiran 12. Bagan Kerja Penelitian
Universitas Sumatera Utara
1. Bagan karakterisasi simplisia dari rumput laut merah Kappaphycus
alvarezii
2. Bagan isolasi karagenan rumput laut merah Kappaphycus alvarezii
Universitas Sumatera Utara
(Lanjutan)
Universitas Sumatera Utara
Lampiran 13. Perhitungan Pemeriksaan Karakteristik Serbuk Simplisia
Rumput laut merah Kappaphycus alvarezii
Universitas Sumatera Utara
1. Perhitungan Kadar Air Serbuk Simplisia Rumput laut merah
Kappaphycus alvarezii
% Kadar air simplisia =
No.
1.
2.
3.
volume
berat sampel
Berat sampel (g)
5,0920
5,1800
5,0860
1. Kadar air =
2. Kadar air =
3. Kadar air =
air (ml)
2,25 - 1,85
Volume awal (ml)
2,25
2,65
3,05
x 100%
= 7,85%
x 100%
= 7,72%
x 100%
= 7,86%
5,0920
2,65 - 2,25
5,1800
3,05 - 2,65
5,0860
% Rata-rata kadar air =
x 100%
(g)
7,85% 7,72% 7,86%
Volume akhir (ml)
1,85
2,25
2,65
= 7,81%
3
2. Perhitungan Kadar Sari Larut dalam Air
% Kadar Sari Larut dalam Air =
No.
1.
2.
3.
berat sari (g)
berat sampel
(g)
100
20
Berat Sampel (g)
5,021
5,035
5,031
1. Kadar Sari Larut dalam Air =
2. Kadar Sari Larut dalam Air =
100 %
Berat Sari (g)
0,461
0,472
0,470
0,461
5,021
0,472
5,035
100
20
100
20
100 %
100 %
= 45,93%
= 46,87%
Universitas Sumatera Utara
3. Kadar Sari Larut dalam Air =
% Rata-rata Kadar Sari Larut Air =
0,470
5,031
100 %
100
20
= 46,71%
45,93 % 46,87 % 46,71%
3
= 46,49%
3. Perhitungan Kadar Sari Simplisia Larut dalam Etanol
% Kadar Sari Larut dalam Etanol =
No.
1.
2.
3.
berat sari (g)
berat sampel
(g)
Berat Sampel (g)
5,046
5,043
5,044
100
20
100 %
Berat Sari (g)
0,042
0,039
0,041
1. Kadar Sari Larut dalam Etanol =
2. Kadar Sari Larut dalam Etanol =
3. Kadar Sari Larut dalam Etanol =
% Rata-rata Kadar Sari Larut Etanol =
0,042
5,043
0,039
5,043
0,041
5,044
100
20
100
100
20
20
100 %
= 4,16%
100 %
100 %
= 3,86%
= 4,06%
4 ,16 % 3 , 86 % 4 , 06 %
3
= 4,02%
4. Perhitungan Kadar Abu Total Simplisia
Universitas Sumatera Utara
% Kadar Abu Total =
No.
1.
2.
3.
berat abu (g)
berat sampel
(g)
100 %
Berat Sampel (g)
2,025
2,010
2,025
1. Kadar Abu Total =
2. Kadar Abu Total =
3. Kadar Abu Total =
0,593
2,025
0,586
2,010
0,587
2,025
% Rata-rata Kadar Abu Total =
Berat Abu (g)
0,593
0,586
0,587
100 %
= 29,28%
100 %
= 29,15%
100 %
= 28,98%
29 , 28 % 29 ,15 % 28 , 98 %
= 29,14%
3
5. Perhitungan Kadar Abu Simplisia Tidak Larut dalam Asam
% Kadar Abu Tidak Larut dalam Asam =
No.
1.
2.
3.
berat abu (g)
berat sampel
Berat Sampel (g)
2,025
2,010
2,025
1. Kadar Abu Tidak Larut dalam Asam =
(g)
100 %
Berat Abu (g)
0,01
0,009
0,009
0,01
2,025
100 %
= 0,49%
Universitas Sumatera Utara
2. Kadar Abu Tidak Larut dalam Asam =
3. Kadar Abu Tidak Larut dalam Asam =
% Rata-rata Kadar Abu Tidak Larut Asam
=
0,009
2,010
0,009
2,025
100 %
= 0,45%
100 %
= 0,44%
0 , 49 % 0 , 45 % 0 , 44 %
3
= 0,47%
Lampiran 14. Identifikasi Karagenan
1. Penetapan rendemen karagenan
x 100%
% Rendemen karagenan =
a. % Rendemen karagenan 1 =
x 100% = 31,02 %
b. % Rendemen karagenan 1 =
x 100% = 28,28 %
c. % Rendemen karagenan 1 =
x 100% = 29,64 %
d. % Rendemen karagenan 1 =
x 100% = 31,17 %
2. Perhitungan susut pengeringan karagenan
% Susut pengeringan =
x 100%
A = Berat sampel sebelum pengeringan
B = Berat sampel setelah pengeringan
No
A (g)
B (g)
1
0,200
0,181
Universitas Sumatera Utara
2
0,201
0,180
3
0,203
0,182
1. % susut pengeringan =
x 100% = 10,33%
–
2. % susut pengeringan =
x 100% = 9,84%
x 100% = 10,27%
3. % susut pengeringan =
% susut pengeringan rata-rata = 10,33% + 9,84%+ 10,27% = 10,14%
3. Perhitungan Kadar Abu Total Simplisia
% Kadar Abu Total =
No.
1.
2.
3.
berat abu (g)
berat
karagenan
(g)
100 %
Berat karagenan (g)
2,0005
2,0001
2,0004
1. Kadar Abu Total =
2. Kadar Abu Total =
3. Kadar Abu Total =
0,3392
2,0005
0,3135
2,0001
0,3206
2,0004
% Rata-rata Kadar Abu Total =
Berat Abu (g)
0,3392
0,3135
0,3206
100 %
= 16,64%
100 %
= 15,67%
100 %
= 16,03%
16 , 64 % 15 , 67 % 16 , 03 %
3
= 16,11%
4. Perhitungan Kadar Abu Simplisia Tidak Larut dalam Asam
Universitas Sumatera Utara
% Kadar Abu Tidak Larut dalam Asam =
No.
1.
2.
3.
berat abu (g)
berat
karagenan
Berat karagenan (g)
2,0001
2,0002
2,0004
100 %
Berat Abu (g)
0,0261
0,0290
0,0249
1. Kadar Abu Tidak Larut dalam Asam =
2. Kadar Abu Tidak Larut dalam Asam =
3. Kadar Abu Tidak Larut dalam Asam =
% Rata-rata Kadar Abu Tidak Larut Asam
(g)
=
0,0261
2,0001
0,0290
2,0002
0,0249
2,0004
100 %
= 1,30%
100 %
= 1,45%
100 %
= 1,24%
1 , 30 % 1 , 45 % 1 , 24 %
3
=1,33%
5. Viskositas karagenan
Faktor koreksi = 25
a. Viskositas 1 = Faktor koreksi x skala
= 25 x 0,3
= 7,5 cps
b. Viskositas 1 = Faktor koreksi x skala
= 25 x 0,3
= 7,5 cps
c. Viskositas 1 = Faktor koreksi x skala
= 25 x 0,3
= 7,5 cps
6. Hasil penetapan karagenan secara spektrofotometri inframerah FTIR
Universitas Sumatera Utara
Lampiran 15. Data hasil analisis statistik dengan SPSS
Universitas Sumatera Utara
Tests of Normality
a
Kolmogorov-Smirnov
Statistic
df
Shapiro-Wilk
Sig.
Statistic
df
Sig.
Minggu_Awal
.162
18
.200
*
.948
18
.392
Minggu_I
.214
18
.029
.802
18
.002
Minggu_II
.242
18
.007
.855
18
.010
Minggu_III
.235
18
.010
.856
18
.010
18
*
.925
18
.158
Minggu_IV
.153
.200
*. This is a lower bound of the true significance.
a. Lilliefors Significance Correction
Test of Homogeneity of Variances
Levene Statistic
df1
df2
Sig.
Minggu_Awal
1.238
5
12
.351
Minggu_I
3.583
5
12
.033
Minggu_II
6.808
5
12
.003
Minggu_III
5.292
5
12
.008
Minggu_IV
2.882
5
12
.062
Descriptives
Statistic
Mean
31.289
95% Confidence Interval for
Lower Bound
31.051
Mean
Upper Bound
31.526
5% Trimmed Mean
31.299
Median
31.200
Variance
Minggu_Awal
.1126
.228
Std. Deviation
.4776
Minimum
30.3
Maximum
32.1
Range
1.8
Interquartile Range
.7
Skewness
Kurtosis
Mean
Minggu_I
Std. Error
.059
.536
-.201
1.038
33.417
.5299
95% Confidence Interval for
Lower Bound
32.299
Mean
Upper Bound
34.535
Universitas Sumatera Utara
5% Trimmed Mean
33.213
Median
32.750
Variance
5.054
Std. Deviation
2.2482
Minimum
31.0
Maximum
39.5
Range
8.5
Interquartile Range
1.8
Skewness
1.777
.536
Kurtosis
3.041
1.038
36.094
.9315
Mean
Minggu_II
95% Confidence Interval for
Lower Bound
34.129
Mean
Upper Bound
38.060
5% Trimmed Mean
35.955
Median
34.750
Variance
15.619
Std. Deviation
3.9521
Minimum
31.2
Maximum
43.5
Range
12.3
Interquartile Range
6.3
Skewness
Kurtosis
Mean
Minggu_III
.536
-.622
1.038
38.078
1.3008
95% Confidence Interval for
Lower Bound
35.333
Mean
Upper Bound
40.822
5% Trimmed Mean
37.798
Median
35.750
Variance
30.457
Std. Deviation
5.5188
Minimum
31.3
Maximum
49.9
Range
18.6
Interquartile Range
5.8
Skewness
Kurtosis
Mean
Minggu_IV
.849
1.098
.536
.283
1.038
39.283
1.3202
95% Confidence Interval for
Lower Bound
36.498
Mean
Upper Bound
42.069
5% Trimmed Mean
39.059
Median
37.600
Universitas Sumatera Utara
Variance
31.373
Std. Deviation
5.6012
Minimum
31.7
Maximum
50.9
Range
19.2
Interquartile Range
6.2
Skewness
.766
.536
Kurtosis
.027
1.038
ANOVA
Sum of Squares
Between Groups
Minggu_Awal
Minggu_I
Minggu_III
Minggu_IV
Mean Square
.898
5
.180
Within Groups
2.980
12
.248
Total
3.878
17
Between Groups
70.758
5
14.152
Within Groups
15.167
12
1.264
Total
85.925
17
219.523
5
43.905
46.007
12
3.834
Total
265.529
17
Between Groups
467.618
5
93.524
50.153
12
4.179
Total
517.771
17
Between Groups
500.172
5
100.034
33.173
12
2.764
533.345
17
Between Groups
Minggu_II
df
Within Groups
Within Groups
Within Groups
Total
F
Sig.
.723
.619
11.197
.000
11.452
.000
22.377
.000
36.186
.000
Post Hoc Tests
Minggu_Awal
Universitas Sumatera Utara
Tukey HSD
Kelompok
N
Subset for
alpha = 0.05
1
Formula_A
3
31.000
Formula_C
3
31.100
Formula_F
3
31.233
Formula_D
3
31.233
Formula_E
3
31.567
Formula_B
3
31.600
Sig.
.685
Means for groups in homogeneous subsets
are displayed.
a. Uses Harmonic Mean Sample Size =
3.000.
Minggu_I
Tukey HSD
Kelompok
N
Subset for alpha = 0.05
1
2
Formula_A
3
31.467
Formula_D
3
32.333
Formula_E
3
32.367
Formula_C
3
33.333
Formula_B
3
33.400
Formula_F
3
Sig.
37.600
.345
1.000
Means for groups in homogeneous subsets are
displayed.
a. Uses Harmonic Mean Sample Size = 3.000.
Minggu_II
Tukey HSD
Kelompok
N
Subset for alpha = 0.05
Universitas Sumatera Utara
1
2
Formula_A
3
31.467
Formula_D
3
32.333
Formula_E
3
32.367
Formula_C
3
33.333
Formula_B
3
Formula_F
3
3
36.200
38.500
Sig.
.345
.235
1.000
Means for groups in homogeneous subsets are
displayed.
a. Uses Harmonic Mean Sample Size = 3.000.
Minggu_III
Tukey HSD
Kelompok
N
Subset for alpha = 0.05
1
2
3
Formula_A
3
32.000
Formula_B
3
35.400
35.400
Formula_C
3
35.533
35.533
Formula_D
3
37.633
Formula_E
3
39.700
Formula_F
3
Sig.
48.200
.341
.177
1.000
Means for groups in homogeneous subsets are displayed.
a. Uses Harmonic Mean Sample Size = 3.000.
Minggu_IV
Tukey HSD
Universitas Sumatera Utara
Kelompok
N
Subset for alpha = 0.05
1
2
3
Formula_A
3
32.167
Formula_C
3
36.433
Formula_B
3
36.867
Formula_D
3
39.100
Formula_E
3
Formula_F
3
Sig.
4
36.433
39.100
42.167
48.967
.072
.413
.281
1.000
Means for groups in homogeneous subsets are displayed.
a. Uses Harmonic Mean Sample Size = 3.000.
Universitas Sumatera Utara