Faktor-Faktor Yang Mempengaruhi Risiko Kredit Bank Asing Di Indonesia
LAMPIRAN 1
1.
Analisis Data Statistik
1.1. Uji Normalitas Data
a.
Grafik Histogram
80
Universitas Sumatera Utara
b.
Grafik Normal Plot
c.
Hasil Uji Normalitas dengan Uji Kolmogorov- Smirnov
One-Sample Kolmogorov-Smirnov Test
Unstandardize
d Residual
N
60
Normal Parametersa,,b
Most
Differences
Mean
.0000000
Std. Deviation
.21879684
Extreme Absolute
.138
Positive
.138
Negative
-.092
Kolmogorov-Smirnov Z
1.070
Asymp. Sig. (2-tailed)
.202
a. Test distribution is Normal.
81
Universitas Sumatera Utara
One-Sample Kolmogorov-Smirnov Test
Unstandardize
d Residual
N
60
Normal Parametersa,,b
Most
Differences
Mean
.0000000
Std. Deviation
.21879684
Extreme Absolute
.138
Positive
.138
Negative
-.092
Kolmogorov-Smirnov Z
1.070
Asymp. Sig. (2-tailed)
.202
a. Test distribution is Normal.
b. Calculated from data.
2. Uji Heteroskedastisitas
2.1. Grafik Scatterplot
82
Universitas Sumatera Utara
83
Universitas Sumatera Utara
2.2
Uji Gletser
Hasil Uji Gletser
Coefficientsa
Standardized
Collinearity
Unstandardized Coefficients Coefficients
Statistics
Toleranc
Model
1
B
(Constan -1.739
Std. Error
Beta
.810
t
Sig.
-2.146
.037
e
VIF
t)
ROA
2.578
2.065
.183
1.248
.218
.663
1.508
ROE
-1.049
.368
-.388
-2.855
.006
.776
1.288
GDP
-.016
.025
-.098
-.635
.528
.603
1.658
INFLASI .000
.015
-.006
-.037
.970
.499
2.005
KURS
.000
.000
.261
1.501
.140
.472
2.117
SBI
6.768
4.978
.249
1.360
.180
.427
2.341
SIZE
.065
.032
.284
2.012
.050
.720
1.388
a. Dependent Variable: RS
84
Universitas Sumatera Utara
2.3 Uji Multikolenieritas
Coefficientsa
Standardized
Unstandardized Coefficients
Coefficients
B
Std. Error
Beta
(Constant)
.218
.442
ROA
.254
.325
ROE
-.203
GDP
Model
1
T
Sig.
.494
.624
.616
.781
.438
.203
-.793
-1.000
.322
-.007
.014
-.086
-.494
.624
INFLASI
-.006
.008
-.139
-.723
.473
KURS
8.282E-6
.000
.042
.214
.831
SBI
2.437
2.696
.187
.904
.370
SIZE
-.012
.016
-.110
-.778
.440
a. Dependent Variable: absut
85
Universitas Sumatera Utara
2.4 Uji Auto Korelasi
Coefficientsa
Unstandardized Coefficients
Standardized
Coefficients
B
Std. Error
Beta
(Constant)
-.215
.776
ROA
-.044
.568
-.064
ROE
.040
.355
GDP
.010
INFLASI
Model
1
T
Sig.
-.277
.783
-.078
.938
.094
.114
.910
.024
.072
.394
.695
-.007
.014
-.105
-.517
.607
KURS
-2.341E-5
.000
-.070
-.343
.733
SBI
.697
4.696
.031
.149
.883
SIZE
.017
.029
.088
.578
.566
Auto
.480
.256
.282
1.873
.067
a.
Dependent Variable: Unstandardized Residual
Sumber : Hasil Penelitian 2013, (Data Diolah)
86
Universitas Sumatera Utara
5.1. Analisis Regresi Berganda
Coefficientsa
Standardized
Unstandardized Coefficients
Model
1
B
Std. Error
(Constant)
-1.525
.777
ROA
2.063
.572
ROE
-1.247
GDP
Beta
T
Sig.
-1.963
.055
2.462
3.607
.001
.357
-2.396
-3.490
.001
-.014
.024
-.088
-.585
.561
.003
.014
.034
.206
.837
7.686E-5
.000
.190
1.130
.264
4.865
4.741
.184
1.026
.310
.076
.028
.335
2.731
.009
INFLASI
KURS
Coefficients
SBI
SIZE
a. Dependent Variable: RS
5.2. Koefisien Determinasi
Model Summaryb
Model
R SquareAdjusted R Square
.489a
.239
Std. Error of the Estimate
.137
.23957
a. Predictors: (Constant), SIZE, GDP, ROA, INFLASI, KURS, ROE, SBI
a. Dependent Variable: RS
87
Universitas Sumatera Utara
5.3. Uji – F
ANOVAb
Model
Regression
Sum of Squares
9
Df
Mean Square
F
Sig.
7
.134
2.338
.037a
.057
Residual
2.984
52
Total
3.924
59
a. Predictors: (Constant), SIZE, GDP, ROA, INFLASI, KURS, ROE, SBI
b. Dependent Variable: RS
5.4. Uji – t
Coefficientsa
Standardized
Unstandardized Coefficients
Model
B
Std. Error
.067
.974
-.011
.004
ROE
-.014
GDP
(Constant)
Coefficients
Beta
g.
.069
.945
-.481
-2.881
.006
.005
-.456
-2.646
.011
-.017
.028
-.111
-.611
.544
.005
.015
.054
.318
.752
-4.218E-5
.000
-.085
-.466
.643
SBI
.016
.046
.068
.350
.728
SIZE
.073
.026
.363
2.779
.008
ROA
INFLASI
KURS
a. Dependent Variable: RS
sumber: hasil penelitian 2013 (data diolah)
88
Universitas Sumatera Utara
LAMPIRAN 2
Bank Asing di Indonesia yang dipublikasikan dari 2007-2012 Berdasarkan
Laporan Keuangan Bank
No.
1
2
3
4
5
6
7
8
9
10
Nama Bank
Bank of America
The Bangkok Bank Comp.LTD
Bank of China Limited
Citibank
Deutche Bank
HSBC
JP Morgan Chase Bank
The Royal Bank of Scotland
Standard Chartered Bank
The Bank of Tokyo- Mitsubishi UFJ LTD
89
Universitas Sumatera Utara
LAMPIRAN 3
2. Data Laporan Keuangan Bank Asing di Indonesia
NAMA BANK
TAHUN ROA
ROE
ATMR
TOTAL
AKTIVA
City bank
2007
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
0.06
0.06
0.05
0.04
0.04
0.01
0.00
0.00
0.00
0.00
0.01
0.01
0.28
0.25
0.24
0.16
0.18
0.12
0.46
0.37
0.03
0.05
0.04
0.03
23160879
29732165
27331343
32187045
39818787
35644634
8956599
11778936
6922615
2044603
1827152
3418872
44599345
52462154
49644477
55698668
58736820
61761885
16598986
17033309
12512082
6319358
4036073
5116801
0.52
0.57
0.55
0.58
0.68
0.58
0.54
0.69
0.55
0.32
0.45
0.67
2007
2008
2009
2010
2011
2012
0.00
0.01
0.00
0.02
0.04
0.04
0.02
0.07
0.01
0.04
0.04
0.05
123495
599869
383503
434152
500684
591143
569645
1290130
1479565
1466020
1656534
1750459
0.22
0.46
0.26
0.30
0.30
0.34
2007
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
2007
0.04
0.01
0.01
0.02
0.02
0.02
0.01
0.04
0.06
0.03
0.05
0.10
0.03
0.06
0.04
0.04
0.04
0.04
0.08
0.06
0.28
0.19
0.14
0.28
0.39
0.14
3601281
4787864
3734204
4061748
5502797
8973358
1594993
1144293
1538351
4448324
6500091
6756056
5388399
3487463
5346348
4310409
4412148
5107144
8139346
629182
2467445
3920654
5776659
11106316
13785539
15995672
1.03
0.90
0.87
0.92
1.08
1.10
2.54
0.46
0.39
0.77
0.59
0.49
0.34
Royal bank
Bank of America
The
Bangkok
Comp.LTD
Bank
Bank of China Limited
Deutche Bank
RISIKO
KREDIT
90
Universitas Sumatera Utara
Nama Bank
HSBC
JP Morgan Chase Bank
Standard Kraktered Bank
Tahun
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
The bank of
Tokyomitsubishi UFJ LTD
2007
2008
2009
2010
2011
2012
ROA
0.02
0.03
0.04
0.02
0.00
0.01
0.01
0.01
0.00
0.01
0.02
0.01
0.03
0.01
0.02
0.03
0.02
0.03
0.03
0.02
0.01
0.02
0.01
ROE
0.11
0.18
0.16
0.02
0.02
0.06
0.10
0.11
0.11
0.17
0.15
0.11
0.19
0.07
0.05
0.05
0.04
0.04
0.07
0.04
0.17
0.15
0.11
ATMR
7465161
4606828
5672282
5872478
5378553
23801156
27864016
20109150
24177568
31083672
40642712
1478804
2572258
1841418
1713836
2240153
3739974
15164336
24523459
20767632
23279970
28470354
33523357
Total
Asset
17567122
13324559
21685780
22289225
21162870
34568725
45560502
39489123
42238138
55430058
64524143
6294479
7485348
7275322
4801311
8572361
10854580
27988460
47797530
38791276
39733451
47222108
51207576
Risiko
Kredit
0.42
0.35
0.26
0.26
0.25
0.69
0.61
0.51
0.57
0.56
0.63
0.23
0.34
0.25
0.36
0.26
0.34
0.54
0.51
0.54
0.59
0.60
0.65
0.03
0.01
0.02
0.02
0.03
2.47
0.19
0.07
0.11
0.05
0.05
3.99
19546663
33533929
36616162
40289202
50209741
53287930
20421031
29941145
32326078
39755170
52840517
62152264
0.96
1.12
1.13
1.01
0.95
0.86
91
Universitas Sumatera Utara
1.
Analisis Data Statistik
1.1. Uji Normalitas Data
a.
Grafik Histogram
80
Universitas Sumatera Utara
b.
Grafik Normal Plot
c.
Hasil Uji Normalitas dengan Uji Kolmogorov- Smirnov
One-Sample Kolmogorov-Smirnov Test
Unstandardize
d Residual
N
60
Normal Parametersa,,b
Most
Differences
Mean
.0000000
Std. Deviation
.21879684
Extreme Absolute
.138
Positive
.138
Negative
-.092
Kolmogorov-Smirnov Z
1.070
Asymp. Sig. (2-tailed)
.202
a. Test distribution is Normal.
81
Universitas Sumatera Utara
One-Sample Kolmogorov-Smirnov Test
Unstandardize
d Residual
N
60
Normal Parametersa,,b
Most
Differences
Mean
.0000000
Std. Deviation
.21879684
Extreme Absolute
.138
Positive
.138
Negative
-.092
Kolmogorov-Smirnov Z
1.070
Asymp. Sig. (2-tailed)
.202
a. Test distribution is Normal.
b. Calculated from data.
2. Uji Heteroskedastisitas
2.1. Grafik Scatterplot
82
Universitas Sumatera Utara
83
Universitas Sumatera Utara
2.2
Uji Gletser
Hasil Uji Gletser
Coefficientsa
Standardized
Collinearity
Unstandardized Coefficients Coefficients
Statistics
Toleranc
Model
1
B
(Constan -1.739
Std. Error
Beta
.810
t
Sig.
-2.146
.037
e
VIF
t)
ROA
2.578
2.065
.183
1.248
.218
.663
1.508
ROE
-1.049
.368
-.388
-2.855
.006
.776
1.288
GDP
-.016
.025
-.098
-.635
.528
.603
1.658
INFLASI .000
.015
-.006
-.037
.970
.499
2.005
KURS
.000
.000
.261
1.501
.140
.472
2.117
SBI
6.768
4.978
.249
1.360
.180
.427
2.341
SIZE
.065
.032
.284
2.012
.050
.720
1.388
a. Dependent Variable: RS
84
Universitas Sumatera Utara
2.3 Uji Multikolenieritas
Coefficientsa
Standardized
Unstandardized Coefficients
Coefficients
B
Std. Error
Beta
(Constant)
.218
.442
ROA
.254
.325
ROE
-.203
GDP
Model
1
T
Sig.
.494
.624
.616
.781
.438
.203
-.793
-1.000
.322
-.007
.014
-.086
-.494
.624
INFLASI
-.006
.008
-.139
-.723
.473
KURS
8.282E-6
.000
.042
.214
.831
SBI
2.437
2.696
.187
.904
.370
SIZE
-.012
.016
-.110
-.778
.440
a. Dependent Variable: absut
85
Universitas Sumatera Utara
2.4 Uji Auto Korelasi
Coefficientsa
Unstandardized Coefficients
Standardized
Coefficients
B
Std. Error
Beta
(Constant)
-.215
.776
ROA
-.044
.568
-.064
ROE
.040
.355
GDP
.010
INFLASI
Model
1
T
Sig.
-.277
.783
-.078
.938
.094
.114
.910
.024
.072
.394
.695
-.007
.014
-.105
-.517
.607
KURS
-2.341E-5
.000
-.070
-.343
.733
SBI
.697
4.696
.031
.149
.883
SIZE
.017
.029
.088
.578
.566
Auto
.480
.256
.282
1.873
.067
a.
Dependent Variable: Unstandardized Residual
Sumber : Hasil Penelitian 2013, (Data Diolah)
86
Universitas Sumatera Utara
5.1. Analisis Regresi Berganda
Coefficientsa
Standardized
Unstandardized Coefficients
Model
1
B
Std. Error
(Constant)
-1.525
.777
ROA
2.063
.572
ROE
-1.247
GDP
Beta
T
Sig.
-1.963
.055
2.462
3.607
.001
.357
-2.396
-3.490
.001
-.014
.024
-.088
-.585
.561
.003
.014
.034
.206
.837
7.686E-5
.000
.190
1.130
.264
4.865
4.741
.184
1.026
.310
.076
.028
.335
2.731
.009
INFLASI
KURS
Coefficients
SBI
SIZE
a. Dependent Variable: RS
5.2. Koefisien Determinasi
Model Summaryb
Model
R SquareAdjusted R Square
.489a
.239
Std. Error of the Estimate
.137
.23957
a. Predictors: (Constant), SIZE, GDP, ROA, INFLASI, KURS, ROE, SBI
a. Dependent Variable: RS
87
Universitas Sumatera Utara
5.3. Uji – F
ANOVAb
Model
Regression
Sum of Squares
9
Df
Mean Square
F
Sig.
7
.134
2.338
.037a
.057
Residual
2.984
52
Total
3.924
59
a. Predictors: (Constant), SIZE, GDP, ROA, INFLASI, KURS, ROE, SBI
b. Dependent Variable: RS
5.4. Uji – t
Coefficientsa
Standardized
Unstandardized Coefficients
Model
B
Std. Error
.067
.974
-.011
.004
ROE
-.014
GDP
(Constant)
Coefficients
Beta
g.
.069
.945
-.481
-2.881
.006
.005
-.456
-2.646
.011
-.017
.028
-.111
-.611
.544
.005
.015
.054
.318
.752
-4.218E-5
.000
-.085
-.466
.643
SBI
.016
.046
.068
.350
.728
SIZE
.073
.026
.363
2.779
.008
ROA
INFLASI
KURS
a. Dependent Variable: RS
sumber: hasil penelitian 2013 (data diolah)
88
Universitas Sumatera Utara
LAMPIRAN 2
Bank Asing di Indonesia yang dipublikasikan dari 2007-2012 Berdasarkan
Laporan Keuangan Bank
No.
1
2
3
4
5
6
7
8
9
10
Nama Bank
Bank of America
The Bangkok Bank Comp.LTD
Bank of China Limited
Citibank
Deutche Bank
HSBC
JP Morgan Chase Bank
The Royal Bank of Scotland
Standard Chartered Bank
The Bank of Tokyo- Mitsubishi UFJ LTD
89
Universitas Sumatera Utara
LAMPIRAN 3
2. Data Laporan Keuangan Bank Asing di Indonesia
NAMA BANK
TAHUN ROA
ROE
ATMR
TOTAL
AKTIVA
City bank
2007
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
0.06
0.06
0.05
0.04
0.04
0.01
0.00
0.00
0.00
0.00
0.01
0.01
0.28
0.25
0.24
0.16
0.18
0.12
0.46
0.37
0.03
0.05
0.04
0.03
23160879
29732165
27331343
32187045
39818787
35644634
8956599
11778936
6922615
2044603
1827152
3418872
44599345
52462154
49644477
55698668
58736820
61761885
16598986
17033309
12512082
6319358
4036073
5116801
0.52
0.57
0.55
0.58
0.68
0.58
0.54
0.69
0.55
0.32
0.45
0.67
2007
2008
2009
2010
2011
2012
0.00
0.01
0.00
0.02
0.04
0.04
0.02
0.07
0.01
0.04
0.04
0.05
123495
599869
383503
434152
500684
591143
569645
1290130
1479565
1466020
1656534
1750459
0.22
0.46
0.26
0.30
0.30
0.34
2007
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
2007
0.04
0.01
0.01
0.02
0.02
0.02
0.01
0.04
0.06
0.03
0.05
0.10
0.03
0.06
0.04
0.04
0.04
0.04
0.08
0.06
0.28
0.19
0.14
0.28
0.39
0.14
3601281
4787864
3734204
4061748
5502797
8973358
1594993
1144293
1538351
4448324
6500091
6756056
5388399
3487463
5346348
4310409
4412148
5107144
8139346
629182
2467445
3920654
5776659
11106316
13785539
15995672
1.03
0.90
0.87
0.92
1.08
1.10
2.54
0.46
0.39
0.77
0.59
0.49
0.34
Royal bank
Bank of America
The
Bangkok
Comp.LTD
Bank
Bank of China Limited
Deutche Bank
RISIKO
KREDIT
90
Universitas Sumatera Utara
Nama Bank
HSBC
JP Morgan Chase Bank
Standard Kraktered Bank
Tahun
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
2007
2008
2009
2010
2011
2012
The bank of
Tokyomitsubishi UFJ LTD
2007
2008
2009
2010
2011
2012
ROA
0.02
0.03
0.04
0.02
0.00
0.01
0.01
0.01
0.00
0.01
0.02
0.01
0.03
0.01
0.02
0.03
0.02
0.03
0.03
0.02
0.01
0.02
0.01
ROE
0.11
0.18
0.16
0.02
0.02
0.06
0.10
0.11
0.11
0.17
0.15
0.11
0.19
0.07
0.05
0.05
0.04
0.04
0.07
0.04
0.17
0.15
0.11
ATMR
7465161
4606828
5672282
5872478
5378553
23801156
27864016
20109150
24177568
31083672
40642712
1478804
2572258
1841418
1713836
2240153
3739974
15164336
24523459
20767632
23279970
28470354
33523357
Total
Asset
17567122
13324559
21685780
22289225
21162870
34568725
45560502
39489123
42238138
55430058
64524143
6294479
7485348
7275322
4801311
8572361
10854580
27988460
47797530
38791276
39733451
47222108
51207576
Risiko
Kredit
0.42
0.35
0.26
0.26
0.25
0.69
0.61
0.51
0.57
0.56
0.63
0.23
0.34
0.25
0.36
0.26
0.34
0.54
0.51
0.54
0.59
0.60
0.65
0.03
0.01
0.02
0.02
0.03
2.47
0.19
0.07
0.11
0.05
0.05
3.99
19546663
33533929
36616162
40289202
50209741
53287930
20421031
29941145
32326078
39755170
52840517
62152264
0.96
1.12
1.13
1.01
0.95
0.86
91
Universitas Sumatera Utara