Analisis Pengaruh Luas Wilayah, Kepadatan Penduduk, Tingkat Pengangguran dan Tingkat Pendidikan Terhadap Jumlah Penduduk Miskin Provinsi Sumatera Utara Tahun 2013
58
Lampiran 1
Data Luas Wilayah, Kepadatan Penduduk, Tingkat Pengangguran, dan
Tingkat Pendidikan Provinsi Sumatera Utara Tahun 2013
Luas Wilayah
(Ribuan/km2)
Kepadatan
Penduduk
(Ribuan/km2)
Tingkat
Pengangguran
(%)
Tingkat
Pendidikan
(ribuan)
Jumlah
Penduduk
miskin (%)
Nias
0.72032
0.136
1.56
3.215
6.58
Mandailing Natal
89.32033
0.062
7.56
23.54
14.57
Tapanuli Selatan
4.35286
0.085
4.46
8.14
8.68
Tapanuli Tengah
2.158
0.185
5.68
15.213
13.54
Tapanuli Utara
2.512
0.072
2.34
5.682
8.56
Toba Samosir
2.352
0.086
1.69
6.271
8.512
Labuhan Batu
2.56138
0.189
8.93
9.625
10.36
Asahan
3.67579
0.199
5.22
10.125
15.68
Simalungun
4.23556
0.286
8.35
22.153
16.56
Dairi
1.9278
0.143
1.9
7.137
8.68
Karo
2.12725
0.171
2.08
10.253
8.54
Deli Serdang
2.5876
0.759
5.23
8.56
5.54
5.23
0.156
7.1
23.56
15.58
1.83552
2.2972
0.182
0.077
2.79
0.3
4.087
5.16
8.47
3.256
0.035
3.57
2.528
8.25
Samosir
2.65686
0.05
0.99
1.2546
8.49
Serdang Bedagai
2.3002
0.317
6.13
1.547
6.36
Batubara
0.90496
0.896
5.89
5.268
6.547
Padang Lawas Selatan
4.86512
0.059
3.91
1.456
8.48
Padang Lawas Utara
2.58
0.05
4.85
3.744
6.86
Labuhan Batu Selatan
3.116
0.083
15.4
1.23
8.45
Labuhan Batu Utara
3.025
0.115
7.61
3.562
11.34
Nias Utara
2.698
0.325
4.98
2.468
13.56
Nias Barat
0.54409
0.212
0.98
1.568
10.56
0.123
9.635
8.96
3.365
9.47
Tanjung Balai
0.09856
2.568
8.98
8.564
12.56
Pematang Siantar
0.07997
3.658
6.61
4.256
9.86
Tebing Tinggi
0.05444
4.586
7.36
8.56
15.87
Medan
0.36559
7.215
3.58
23.56
15.68
Binjai
0.16958
3.245
5.86
1.56
8.66
Padangsidimpuan
0.11465
0.758
6.8
5.982
9.65
Gunung Sitoli
0.62356
0.365
5.78
10.564
14.56
Sumatera Utara
155.47
36.96
173.43
253.7576
341.529
Kabupaten / Kota
Kabupaten
Langkat
Nias Selatan
Humbang Hasundutan
Pakpak Barat
6.47
Kota
Sibolga
Sumber: Badan Pusat Statistik Provinsi Sumatera Utara
59
Lampiran 2
Analisis Regresi Linier Berganda
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
Std. Error
(Constant)
6.625
.909
X1
-.019
.031
X2
.131
X3
X4
a. Dependent Variable: Y
Coefficients
Beta
Collinearity Statistics
t
Sig.
Tolerance
VIF
7.291
.000
-.087
-.600
.553
.764
1.309
.199
.088
.658
.516
.896
1.116
.194
.141
.183
1.378
.179
.914
1.094
.344
.070
.703
4.886
.000
.779
1.284
60
Lampiran 3
Uji Koefisien Korelasi
Correlations
Y
Y
Pearson Correlation
X1
1
.193
.239
.085
.000
33
33
33
33
33
Pearson Correlation
.232
1
-.140
.133
.437
Sig. (2-tailed)
.193
.437
.460
.011
*
33
33
33
33
33
Pearson Correlation
.211
-.140
1
.230
.097
Sig. (2-tailed)
.239
.437
.198
.592
33
33
33
33
33
Pearson Correlation
.304
.133
.230
1
.160
Sig. (2-tailed)
.085
.460
.198
33
33
33
33
33
*
.097
.160
1
.000
.011
.592
.373
33
33
33
33
N
N
X4
.703
**
.304
N
X3
X4
.211
N
X2
X3
.232
Sig. (2-tailed)
X1
X2
Pearson Correlation
Sig. (2-tailed)
N
.703
**
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
.437
.373
33
61
Lampiran 4
Uji Multikolinieritas
Coefficients
a
Unstandardized Standardized
Coefficients
Coefficients
Model
1
B
Std. Error
(Constant)
6.625
.909
X1
X2
X3
X4
-.019
.131
.194
.344
.031
.199
.141
.070
a. Dependent Variable: Y
Beta
-.087
.088
.183
.703
Collinearity Statistics
t
Sig.
7.291
.000
-.600
.658
1.378
4.886
.553
.516
.179
.000
Tolerance
.764
.896
.914
.779
VIF
1.309
1.116
1.094
1.284
62
Lampiran 5
Uji Heteroskedastisitas
Coefficients
a
Standardized
Unstandardized Coefficients Coefficients
Model
1
B
Std. Error
(Constant)
1.794
.592
X1
X2
X3
X4
-.016
-.055
.025
-.022
.020
.130
.092
.046
a. Dependent Variable: RES2
Beta
-.166
-.082
.053
-.098
t
Sig.
3.029
.005
-.787
-.420
.274
-.473
.438
.678
.786
.640
63
Lampiran 6
Uji Normalitas
One-Sample Kolmogorov-Smirnov Test
Unstandardized
Residual
N
a,,b
Normal Parameters
Mean
Std. Deviation
Most Extreme Differences Absolute
Positive
Negative
Kolmogorov-Smirnov Z
Asymp. Sig. (2-tailed)
a. Test distribution is Normal.
b. Calculated from data.
33
.0000000
2.21774265
.145
.145
-.123
.834
.489
Lampiran 1
Data Luas Wilayah, Kepadatan Penduduk, Tingkat Pengangguran, dan
Tingkat Pendidikan Provinsi Sumatera Utara Tahun 2013
Luas Wilayah
(Ribuan/km2)
Kepadatan
Penduduk
(Ribuan/km2)
Tingkat
Pengangguran
(%)
Tingkat
Pendidikan
(ribuan)
Jumlah
Penduduk
miskin (%)
Nias
0.72032
0.136
1.56
3.215
6.58
Mandailing Natal
89.32033
0.062
7.56
23.54
14.57
Tapanuli Selatan
4.35286
0.085
4.46
8.14
8.68
Tapanuli Tengah
2.158
0.185
5.68
15.213
13.54
Tapanuli Utara
2.512
0.072
2.34
5.682
8.56
Toba Samosir
2.352
0.086
1.69
6.271
8.512
Labuhan Batu
2.56138
0.189
8.93
9.625
10.36
Asahan
3.67579
0.199
5.22
10.125
15.68
Simalungun
4.23556
0.286
8.35
22.153
16.56
Dairi
1.9278
0.143
1.9
7.137
8.68
Karo
2.12725
0.171
2.08
10.253
8.54
Deli Serdang
2.5876
0.759
5.23
8.56
5.54
5.23
0.156
7.1
23.56
15.58
1.83552
2.2972
0.182
0.077
2.79
0.3
4.087
5.16
8.47
3.256
0.035
3.57
2.528
8.25
Samosir
2.65686
0.05
0.99
1.2546
8.49
Serdang Bedagai
2.3002
0.317
6.13
1.547
6.36
Batubara
0.90496
0.896
5.89
5.268
6.547
Padang Lawas Selatan
4.86512
0.059
3.91
1.456
8.48
Padang Lawas Utara
2.58
0.05
4.85
3.744
6.86
Labuhan Batu Selatan
3.116
0.083
15.4
1.23
8.45
Labuhan Batu Utara
3.025
0.115
7.61
3.562
11.34
Nias Utara
2.698
0.325
4.98
2.468
13.56
Nias Barat
0.54409
0.212
0.98
1.568
10.56
0.123
9.635
8.96
3.365
9.47
Tanjung Balai
0.09856
2.568
8.98
8.564
12.56
Pematang Siantar
0.07997
3.658
6.61
4.256
9.86
Tebing Tinggi
0.05444
4.586
7.36
8.56
15.87
Medan
0.36559
7.215
3.58
23.56
15.68
Binjai
0.16958
3.245
5.86
1.56
8.66
Padangsidimpuan
0.11465
0.758
6.8
5.982
9.65
Gunung Sitoli
0.62356
0.365
5.78
10.564
14.56
Sumatera Utara
155.47
36.96
173.43
253.7576
341.529
Kabupaten / Kota
Kabupaten
Langkat
Nias Selatan
Humbang Hasundutan
Pakpak Barat
6.47
Kota
Sibolga
Sumber: Badan Pusat Statistik Provinsi Sumatera Utara
59
Lampiran 2
Analisis Regresi Linier Berganda
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
Std. Error
(Constant)
6.625
.909
X1
-.019
.031
X2
.131
X3
X4
a. Dependent Variable: Y
Coefficients
Beta
Collinearity Statistics
t
Sig.
Tolerance
VIF
7.291
.000
-.087
-.600
.553
.764
1.309
.199
.088
.658
.516
.896
1.116
.194
.141
.183
1.378
.179
.914
1.094
.344
.070
.703
4.886
.000
.779
1.284
60
Lampiran 3
Uji Koefisien Korelasi
Correlations
Y
Y
Pearson Correlation
X1
1
.193
.239
.085
.000
33
33
33
33
33
Pearson Correlation
.232
1
-.140
.133
.437
Sig. (2-tailed)
.193
.437
.460
.011
*
33
33
33
33
33
Pearson Correlation
.211
-.140
1
.230
.097
Sig. (2-tailed)
.239
.437
.198
.592
33
33
33
33
33
Pearson Correlation
.304
.133
.230
1
.160
Sig. (2-tailed)
.085
.460
.198
33
33
33
33
33
*
.097
.160
1
.000
.011
.592
.373
33
33
33
33
N
N
X4
.703
**
.304
N
X3
X4
.211
N
X2
X3
.232
Sig. (2-tailed)
X1
X2
Pearson Correlation
Sig. (2-tailed)
N
.703
**
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
.437
.373
33
61
Lampiran 4
Uji Multikolinieritas
Coefficients
a
Unstandardized Standardized
Coefficients
Coefficients
Model
1
B
Std. Error
(Constant)
6.625
.909
X1
X2
X3
X4
-.019
.131
.194
.344
.031
.199
.141
.070
a. Dependent Variable: Y
Beta
-.087
.088
.183
.703
Collinearity Statistics
t
Sig.
7.291
.000
-.600
.658
1.378
4.886
.553
.516
.179
.000
Tolerance
.764
.896
.914
.779
VIF
1.309
1.116
1.094
1.284
62
Lampiran 5
Uji Heteroskedastisitas
Coefficients
a
Standardized
Unstandardized Coefficients Coefficients
Model
1
B
Std. Error
(Constant)
1.794
.592
X1
X2
X3
X4
-.016
-.055
.025
-.022
.020
.130
.092
.046
a. Dependent Variable: RES2
Beta
-.166
-.082
.053
-.098
t
Sig.
3.029
.005
-.787
-.420
.274
-.473
.438
.678
.786
.640
63
Lampiran 6
Uji Normalitas
One-Sample Kolmogorov-Smirnov Test
Unstandardized
Residual
N
a,,b
Normal Parameters
Mean
Std. Deviation
Most Extreme Differences Absolute
Positive
Negative
Kolmogorov-Smirnov Z
Asymp. Sig. (2-tailed)
a. Test distribution is Normal.
b. Calculated from data.
33
.0000000
2.21774265
.145
.145
-.123
.834
.489