Analisis Faktor-Faktor yang Mempengaruhi Jumlah Kriminalitas di Provinsi Sumatera Utara
Lampiran 1
Data Jumlah Penduduk Miskin, Tingkat Pengangguran dan Jumlah Penghasilan
Provinsi Sumatera Utara.
Jumlah
Penduduk
Miskin
(ribuanjiwa)
Tingkat
Pengangguran
(%)
Jumlah
Penghasilan
(Jutaan Rp)
Jumlah
Kriminalitas
(ribuankasus)
11,64
3,17
3,042
2,125
Mandailing Natal
20,35
2,52
2,985
3,025
Tapanuli Selatan
19,39
1,91
3,369
2,945
Tapanuli Tengah
26,00
7,80
3,372
2,581
Tapanuli Utara
16,88
2,57
3,288
2,567
Toba Samosir
9,320
1,23
3,254
2,479
Labuhan Batu
19,07
6,41
3,237
4,735
Asahan
42,27
1,90
3,237
3,224
Simalungun
41,55
1,87
3,211
3,769
Dairi
13,43
3,43
3,196
2,661
Karo
18,47
6,32
3,173
3,528
Deli Serdang
52,99
6,81
3,168
5,471
Langkat
50,16
1,27
3,160
3,683
Nias Selatan
28,48
1,37
3,141
2,487
Humbang Hasundutan
8,97
1,38
3,150
2,263
Pakpak Barat
6,47
1,43
3,136
2,284
Samosir
8,59
1,55
3,125
2,209
Serdang Bedagai
28,28
1,93
2,820
3,235
Batubara
23,43
1,82
3,107
3,071
Padang Lawas Selatan
12,51
1,48
3,097
3,088
Padang Lawas Utara
12,62
1,30
3,084
2,974
Labuhan Batu Selatan
18,67
3,47
3,073
2,993
Labuhan Batu Utara
19,05
3,62
3,073
3,169
Nias Utara
20,39
3,51
3,046
2,428
Nias Barat
12,44
3,78
2,941
2,225
Sibolga
9,54
8,90
3,396
2,638
Tanjung Balai
12,10
6,39
2,860
2,864
Pematang Siantar
14,31
7,01
3,109
3,084
Tebing Tinggi
10,99
6,73
3,041
2,948
Medan
67,35
16,25
3,302
12,457
Binjai
8,74
4,86
2,973
3,268
Padangsidimpuan
9,62
3,34
3,029
2,781
Gunung Sitoli
20,08
1,08
3,046
2,726
Kabupaten / Kota
Kabupaten
Nias
Kota
Universitas Sumatera Utara
Sumatera Utara
694,085
128,410
Sumber: Badan Pusat Statistik Provinsi Sumatera Utara
103,241
107,985
Lampiran 2
Analisis Regresi Linier Berganda
Coefficients
Model
1
Unstandardized
Standardized
Coefficients
Coefficients
B
(Constant)
a
Std. Error
2.465
3.646
X1
.068
.012
X2
.305
X3
-.576
Beta
Collinearity Statistics
t
Sig.
Tolerance
VIF
.676
.504
.547
4.250
.000
.839
1.192
.053
.542
4.196
.000
.837
1.195
1.188
-.044
-.155
.632
.899
1.112
a. Dependent Variable: Y
Universitas Sumatera Utara
Lampiran 3
Uji Koefisien Korelasi
Correlations
Y
Y
Pearson Correlation
X1
1
Sig. (2-tailed)
N
X1
Pearson Correlation
Sig. (2-tailed)
N
X2
Pearson Correlation
Sig. (2-tailed)
.733
**
**
.242
.000
.000
.175
33
33
33
1
*
.260
.038
.144
.733
**
X3
.000
.729
.363
33
33
33
33
**
*
1
.264
.729
.363
.000
.038
33
33
33
33
Pearson Correlation
.242
.260
.264
1
Sig. (2-tailed)
.175
.144
.137
33
33
33
N
X3
33
X2
N
.137
33
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
Universitas Sumatera Utara
Lampiran 4
Uji Multikolinieritas
Coefficients
Model
1
Unstandardized
Standardized
Coefficients
Coefficients
B
(Constant)
a
Std. Error
2.465
3.646
X1
.068
.012
X2
.305
X3
-.576
Beta
Collinearity Statistics
t
Sig.
Tolerance
VIF
.676
.504
.547
4.250
.000
.839
1.192
.053
.542
4.196
.000
.837
1.195
1.188
-.044
-.155
.632
.899
1.112
a. Dependent Variable: Y
Universitas Sumatera Utara
Lampiran 5
Uji Heteroskedastisitas
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Std. Error
-3.446
1.609
JlhPendudukMiskin
.004
.005
tingkatpengangguran
.086
1.173
JlhPenghasilan
Coefficients
Beta
t
Sig.
-2.142
.041
.099
.695
.492
.023
.520
3.664
.081
.524
.306
2.238
.063
a. Dependent Variable: RES2
Universitas Sumatera Utara
Lampiran 6
Uji Normalitas
One-Sample Kolmogorov-Smirnov Test
Unstandardized
Residual
N
Normal Parameters
33
a
Mean
Std. Deviation
Most Extreme Differences
.0000000
.82814270
Absolute
.098
Positive
.065
Negative
-.098
Kolmogorov-Smirnov Z
.565
Asymp. Sig. (2-tailed)
.907
a. Test distribution is Normal.
Universitas Sumatera Utara
Data Jumlah Penduduk Miskin, Tingkat Pengangguran dan Jumlah Penghasilan
Provinsi Sumatera Utara.
Jumlah
Penduduk
Miskin
(ribuanjiwa)
Tingkat
Pengangguran
(%)
Jumlah
Penghasilan
(Jutaan Rp)
Jumlah
Kriminalitas
(ribuankasus)
11,64
3,17
3,042
2,125
Mandailing Natal
20,35
2,52
2,985
3,025
Tapanuli Selatan
19,39
1,91
3,369
2,945
Tapanuli Tengah
26,00
7,80
3,372
2,581
Tapanuli Utara
16,88
2,57
3,288
2,567
Toba Samosir
9,320
1,23
3,254
2,479
Labuhan Batu
19,07
6,41
3,237
4,735
Asahan
42,27
1,90
3,237
3,224
Simalungun
41,55
1,87
3,211
3,769
Dairi
13,43
3,43
3,196
2,661
Karo
18,47
6,32
3,173
3,528
Deli Serdang
52,99
6,81
3,168
5,471
Langkat
50,16
1,27
3,160
3,683
Nias Selatan
28,48
1,37
3,141
2,487
Humbang Hasundutan
8,97
1,38
3,150
2,263
Pakpak Barat
6,47
1,43
3,136
2,284
Samosir
8,59
1,55
3,125
2,209
Serdang Bedagai
28,28
1,93
2,820
3,235
Batubara
23,43
1,82
3,107
3,071
Padang Lawas Selatan
12,51
1,48
3,097
3,088
Padang Lawas Utara
12,62
1,30
3,084
2,974
Labuhan Batu Selatan
18,67
3,47
3,073
2,993
Labuhan Batu Utara
19,05
3,62
3,073
3,169
Nias Utara
20,39
3,51
3,046
2,428
Nias Barat
12,44
3,78
2,941
2,225
Sibolga
9,54
8,90
3,396
2,638
Tanjung Balai
12,10
6,39
2,860
2,864
Pematang Siantar
14,31
7,01
3,109
3,084
Tebing Tinggi
10,99
6,73
3,041
2,948
Medan
67,35
16,25
3,302
12,457
Binjai
8,74
4,86
2,973
3,268
Padangsidimpuan
9,62
3,34
3,029
2,781
Gunung Sitoli
20,08
1,08
3,046
2,726
Kabupaten / Kota
Kabupaten
Nias
Kota
Universitas Sumatera Utara
Sumatera Utara
694,085
128,410
Sumber: Badan Pusat Statistik Provinsi Sumatera Utara
103,241
107,985
Lampiran 2
Analisis Regresi Linier Berganda
Coefficients
Model
1
Unstandardized
Standardized
Coefficients
Coefficients
B
(Constant)
a
Std. Error
2.465
3.646
X1
.068
.012
X2
.305
X3
-.576
Beta
Collinearity Statistics
t
Sig.
Tolerance
VIF
.676
.504
.547
4.250
.000
.839
1.192
.053
.542
4.196
.000
.837
1.195
1.188
-.044
-.155
.632
.899
1.112
a. Dependent Variable: Y
Universitas Sumatera Utara
Lampiran 3
Uji Koefisien Korelasi
Correlations
Y
Y
Pearson Correlation
X1
1
Sig. (2-tailed)
N
X1
Pearson Correlation
Sig. (2-tailed)
N
X2
Pearson Correlation
Sig. (2-tailed)
.733
**
**
.242
.000
.000
.175
33
33
33
1
*
.260
.038
.144
.733
**
X3
.000
.729
.363
33
33
33
33
**
*
1
.264
.729
.363
.000
.038
33
33
33
33
Pearson Correlation
.242
.260
.264
1
Sig. (2-tailed)
.175
.144
.137
33
33
33
N
X3
33
X2
N
.137
33
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
Universitas Sumatera Utara
Lampiran 4
Uji Multikolinieritas
Coefficients
Model
1
Unstandardized
Standardized
Coefficients
Coefficients
B
(Constant)
a
Std. Error
2.465
3.646
X1
.068
.012
X2
.305
X3
-.576
Beta
Collinearity Statistics
t
Sig.
Tolerance
VIF
.676
.504
.547
4.250
.000
.839
1.192
.053
.542
4.196
.000
.837
1.195
1.188
-.044
-.155
.632
.899
1.112
a. Dependent Variable: Y
Universitas Sumatera Utara
Lampiran 5
Uji Heteroskedastisitas
Coefficients
a
Standardized
Unstandardized Coefficients
Model
1
B
(Constant)
Std. Error
-3.446
1.609
JlhPendudukMiskin
.004
.005
tingkatpengangguran
.086
1.173
JlhPenghasilan
Coefficients
Beta
t
Sig.
-2.142
.041
.099
.695
.492
.023
.520
3.664
.081
.524
.306
2.238
.063
a. Dependent Variable: RES2
Universitas Sumatera Utara
Lampiran 6
Uji Normalitas
One-Sample Kolmogorov-Smirnov Test
Unstandardized
Residual
N
Normal Parameters
33
a
Mean
Std. Deviation
Most Extreme Differences
.0000000
.82814270
Absolute
.098
Positive
.065
Negative
-.098
Kolmogorov-Smirnov Z
.565
Asymp. Sig. (2-tailed)
.907
a. Test distribution is Normal.
Universitas Sumatera Utara