Analisis Faktor – Faktor yang Mempengaruhi Permintaan Cabai Merah di Provinsi Sumatera Utara
Lampiran 1. Permintaan Cabai Merah di Provinsi Sumatera Utara Tahun
2006 – 2015
Permintaan
Harga
Harga
Pendapata
Jumlah
Cabai
Cabai
Cabai
n
Tahun Triwulan
Pendudu
Merah
Merah
Rawit
(Rp/Kapit
k (Jiwa)
(Kg/Kapita)
(Rp/Kg)
(Rp/Kg)
a)
2006
2007
2008
2009
2010
1
0,93
13269
12599
12643494
1845760
2
0,95
8844
8611
12643494
1845760
3
0,95
12465
9815
12643494
1845760
4
1,11
7872
12619
12643494
1845760
1
0,92
14083
16142
12834371
1943848
2
0,94
13690
11581
12834371
1943848
3
0,94
13318
12628
12834371
1943848
4
1,09
17645
14248
12834371
1943848
1
0,94
21123
15223
13042317
2086070
2
1,02
19312
19596
13042317
2086070
3
1,02
19653
18425
13042317
2086070
4
1,04
15881
16560
13042317
2086070
1
0,93
21528
17872
13248386
2168965
2
1,04
15123
13600
13248386
2168965
3
1,04
13330
15079
13248386
2168965
4
1,14
19168
19060
13248386
2168965
1
0,85
25363
15355
12982204
2284684
2
0,94
18518
14665
12982204
2284684
3
0,94
17132
21082
12982204
2284684
Universitas Sumatera Utara
4
0,95
16712
19260
12982204
2284684
1
1,40
23494
28869
13103596
6737608
2
1,51
12303
11203
13103596
6737608
3
1,51
30067
13187
13103596
6737608
4
1,61
10064
20602
13103596
6737608
1
1,39
17370
23803
13215401
7111478
2
1,49
21158
18897
13215401
7111478
3
1,49
20825
22003
13215401
7111478
4
1,60
20255
16705
13215401
7111478
1
1,44
32280
22014
13326307
7481053
2
1,54
28049
21311
13326307
7481053
3
1,58
26633
24485
13326307
7481053
4
1,56
17673
22667
13326307
7481053
1
1,51
48062
28093
13766851
7607148
2
1,56
20162
20681
13766851
7607148
3
1,56
19479
19594
13766851
7607148
4
1,56
24570
31481
13766851
7607148
1
1,68
25817
28382
13937797
7909353
2
1,74
32375
18655
13937797
7909353
3
1,75
28707
26236
13937797
7909353
4
1,71
24210
21613
13937797
7909353
Rata - rata
1,27
20190
186123
13210072
4717597
2011
2012
2013
2014
2015
Universitas Sumatera Utara
Lampiran 2. Hasil Output SPSS
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Pendapatan,
Method
. Enter
Harga
Cabai
Merah,
Harga
Cabai
Rawit,
Jumlah
Penduduka
a. All requested variables entered.
Model Summaryb
Model
R
.975a
1
R Square
Adjusted R
Std. Error of the
Square
Estimate
.950
.944
.07207
a. Predictors: (Constant), Pendapatan, Harga Cabai Merah, Harga
Cabai Rawit, Jumlah Penduduk
b. Dependent Variable: Permintaan Cabai Merah
ANOVAb
Model
1
Sum of Squares
Regression
Residual
Total
df
Mean Square
3.431
4
.858
.182
35
.005
3.613
39
F
165.142
Sig.
.000a
a. Predictors: (Constant), Pendapatan, Harga Cabai Merah, Harga Cabai Rawit, Jumlah
Penduduk
b. Dependent Variable: Permintaan Cabai Merah
Universitas Sumatera Utara
Coefficientsa
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Harga
Std. Error
Coefficients
Beta
-1.090
.664
Cabai
-4.251E-6
.000
Cabai
-4.404E-6
t
Sig.
-1.642
.110
-.107
-2.040
.049
.000
-.079
-1.385
.175
1.539E-7
.000
.192
2.866
.007
1.052E-7
.000
.935
15.275
.000
Merah
Harga
Rawit
Jumlah
Penduduk
Pendapatan
a. Dependent Variable: Permintaan Cabai Merah
Coefficientsa
Model
1
Unstandardized
Standardized
Coefficients
Coefficients
B
(Constant)
Std. Error
Beta
Collinearity Statistics
Tolerance
VIF
-1.090
.664
Cabai
-4.251E-6
.000
-.107
.526
1.900
Harga Cabai Rawit
-4.404E-6
.000
-.079
.437
2.290
Jumlah Penduduk
1.539E-7
.000
.192
.320
3.128
Pendapatan
1.052E-7
.000
.935
.384
2.604
Harga
Merah
a. Dependent Variable: Permintaan Cabai Merah
Universitas Sumatera Utara
Uji Normalitas (Uji Kolmogorov Smirnov)
One-Sample Kolmogorov-Smirnov Test
Unstandardized
Residual
N
Normal Parametersa,,b
40
Mean
Std. Deviation
Most Extreme Differences
.0000000
.06827550
Absolute
.123
Positive
.123
Negative
-.090
Kolmogorov-Smirnov Z
.779
Asymp. Sig. (2-tailed)
.578
a. Test distribution is Normal.
b. Calculated from data.
Universitas Sumatera Utara
Uji Heterokedastisitas (Uji Glejser)
Coefficientsa
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Coefficients
Std. Error
Beta
-.167
.394
Harga Cabai Merah
-5.856E-7
.000
Harga Cabai Rawit
-2.979E-7
Jumlah Penduduk
Pendapatan
t
Sig.
-.425
.674
-.109
-.474
.639
.000
-.040
-.158
.875
1.861E-8
.000
.173
.584
.563
-1.498E-9
.000
-.099
-.366
.716
a. Dependent Variable: ABS
Uji Autokorelasi (Uji Durbin Watson dan Run Test)
Model Summaryb
Model
1
R
Adjusted R
Std. Error of the
Square
Estimate
R Square
.975a
.950
.944
Durbin-Watson
.07207
2.077
a. Predictors: (Constant), Pendapatan, Harga Cabai Merah, Harga Cabai Rawit, Jumlah
Penduduk
b. Dependent Variable: Permintaan Cabai Merah
Runs Test
Unstandardized
Residual
Test Valuea
-.01317
Cases < Test Value
20
Cases >= Test Value
20
Total Cases
40
Number of Runs
23
Z
.481
Asymp. Sig. (2-tailed)
.631
a. Median
Universitas Sumatera Utara
2006 – 2015
Permintaan
Harga
Harga
Pendapata
Jumlah
Cabai
Cabai
Cabai
n
Tahun Triwulan
Pendudu
Merah
Merah
Rawit
(Rp/Kapit
k (Jiwa)
(Kg/Kapita)
(Rp/Kg)
(Rp/Kg)
a)
2006
2007
2008
2009
2010
1
0,93
13269
12599
12643494
1845760
2
0,95
8844
8611
12643494
1845760
3
0,95
12465
9815
12643494
1845760
4
1,11
7872
12619
12643494
1845760
1
0,92
14083
16142
12834371
1943848
2
0,94
13690
11581
12834371
1943848
3
0,94
13318
12628
12834371
1943848
4
1,09
17645
14248
12834371
1943848
1
0,94
21123
15223
13042317
2086070
2
1,02
19312
19596
13042317
2086070
3
1,02
19653
18425
13042317
2086070
4
1,04
15881
16560
13042317
2086070
1
0,93
21528
17872
13248386
2168965
2
1,04
15123
13600
13248386
2168965
3
1,04
13330
15079
13248386
2168965
4
1,14
19168
19060
13248386
2168965
1
0,85
25363
15355
12982204
2284684
2
0,94
18518
14665
12982204
2284684
3
0,94
17132
21082
12982204
2284684
Universitas Sumatera Utara
4
0,95
16712
19260
12982204
2284684
1
1,40
23494
28869
13103596
6737608
2
1,51
12303
11203
13103596
6737608
3
1,51
30067
13187
13103596
6737608
4
1,61
10064
20602
13103596
6737608
1
1,39
17370
23803
13215401
7111478
2
1,49
21158
18897
13215401
7111478
3
1,49
20825
22003
13215401
7111478
4
1,60
20255
16705
13215401
7111478
1
1,44
32280
22014
13326307
7481053
2
1,54
28049
21311
13326307
7481053
3
1,58
26633
24485
13326307
7481053
4
1,56
17673
22667
13326307
7481053
1
1,51
48062
28093
13766851
7607148
2
1,56
20162
20681
13766851
7607148
3
1,56
19479
19594
13766851
7607148
4
1,56
24570
31481
13766851
7607148
1
1,68
25817
28382
13937797
7909353
2
1,74
32375
18655
13937797
7909353
3
1,75
28707
26236
13937797
7909353
4
1,71
24210
21613
13937797
7909353
Rata - rata
1,27
20190
186123
13210072
4717597
2011
2012
2013
2014
2015
Universitas Sumatera Utara
Lampiran 2. Hasil Output SPSS
Variables Entered/Removed
Model
1
Variables
Variables
Entered
Removed
Pendapatan,
Method
. Enter
Harga
Cabai
Merah,
Harga
Cabai
Rawit,
Jumlah
Penduduka
a. All requested variables entered.
Model Summaryb
Model
R
.975a
1
R Square
Adjusted R
Std. Error of the
Square
Estimate
.950
.944
.07207
a. Predictors: (Constant), Pendapatan, Harga Cabai Merah, Harga
Cabai Rawit, Jumlah Penduduk
b. Dependent Variable: Permintaan Cabai Merah
ANOVAb
Model
1
Sum of Squares
Regression
Residual
Total
df
Mean Square
3.431
4
.858
.182
35
.005
3.613
39
F
165.142
Sig.
.000a
a. Predictors: (Constant), Pendapatan, Harga Cabai Merah, Harga Cabai Rawit, Jumlah
Penduduk
b. Dependent Variable: Permintaan Cabai Merah
Universitas Sumatera Utara
Coefficientsa
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Harga
Std. Error
Coefficients
Beta
-1.090
.664
Cabai
-4.251E-6
.000
Cabai
-4.404E-6
t
Sig.
-1.642
.110
-.107
-2.040
.049
.000
-.079
-1.385
.175
1.539E-7
.000
.192
2.866
.007
1.052E-7
.000
.935
15.275
.000
Merah
Harga
Rawit
Jumlah
Penduduk
Pendapatan
a. Dependent Variable: Permintaan Cabai Merah
Coefficientsa
Model
1
Unstandardized
Standardized
Coefficients
Coefficients
B
(Constant)
Std. Error
Beta
Collinearity Statistics
Tolerance
VIF
-1.090
.664
Cabai
-4.251E-6
.000
-.107
.526
1.900
Harga Cabai Rawit
-4.404E-6
.000
-.079
.437
2.290
Jumlah Penduduk
1.539E-7
.000
.192
.320
3.128
Pendapatan
1.052E-7
.000
.935
.384
2.604
Harga
Merah
a. Dependent Variable: Permintaan Cabai Merah
Universitas Sumatera Utara
Uji Normalitas (Uji Kolmogorov Smirnov)
One-Sample Kolmogorov-Smirnov Test
Unstandardized
Residual
N
Normal Parametersa,,b
40
Mean
Std. Deviation
Most Extreme Differences
.0000000
.06827550
Absolute
.123
Positive
.123
Negative
-.090
Kolmogorov-Smirnov Z
.779
Asymp. Sig. (2-tailed)
.578
a. Test distribution is Normal.
b. Calculated from data.
Universitas Sumatera Utara
Uji Heterokedastisitas (Uji Glejser)
Coefficientsa
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Coefficients
Std. Error
Beta
-.167
.394
Harga Cabai Merah
-5.856E-7
.000
Harga Cabai Rawit
-2.979E-7
Jumlah Penduduk
Pendapatan
t
Sig.
-.425
.674
-.109
-.474
.639
.000
-.040
-.158
.875
1.861E-8
.000
.173
.584
.563
-1.498E-9
.000
-.099
-.366
.716
a. Dependent Variable: ABS
Uji Autokorelasi (Uji Durbin Watson dan Run Test)
Model Summaryb
Model
1
R
Adjusted R
Std. Error of the
Square
Estimate
R Square
.975a
.950
.944
Durbin-Watson
.07207
2.077
a. Predictors: (Constant), Pendapatan, Harga Cabai Merah, Harga Cabai Rawit, Jumlah
Penduduk
b. Dependent Variable: Permintaan Cabai Merah
Runs Test
Unstandardized
Residual
Test Valuea
-.01317
Cases < Test Value
20
Cases >= Test Value
20
Total Cases
40
Number of Runs
23
Z
.481
Asymp. Sig. (2-tailed)
.631
a. Median
Universitas Sumatera Utara