Pengaruh Profitabilitas, Kecukupan Modal, dan Likuiditas terhadap Harga Saham Perusahaan Perbankan yang Terdaftar di Bursa Efek Indonesia Periode 2010 – 2014
Lampiran 1
Jumlah Populasi dan Sampel Penelitian
No.
Kode
Nama Perusahaan
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.
16.
17.
18.
19
20
21
22
23
24
25
26
27
28
29
30
31
AGRO
BABP
BACA
BAEK
BBCA
BBKP
BBNI
BBNP
BBRI
BBTN
BCIC
BDMN
BEKS
BJBR
BJTM
BKSW
BMRI
BNBA
BBDM
BNGA
BNII
BMAS
BNLI
BSIM
BSWD
BTPN
NOBU
BVIC
NAGA
INPC
MAYA
Bank Rakyat Indonesia Agro Niaga Tbk
Bank MNC International Tbk
Bank Capital Indonesia Tbk
Bank Ekonomi Raharja Tbk
Bank Central Asia Tbk
Bank Bukopin Tbk
Bank Negara Indonesia ( Persero) Tbk
Bank Nusantara Parahyangan Tbk
Bank Rakyat Indonesia (Persero) Tbk
Bank Tabungan Negara (Persero) Tbk
Bank Mutiara Tbk
Bank Danamon Indonesia Tbk
Bank Pundi Indonesia Tbk
Bank Jabar Banten Tbk
Bank Pembangunan Daerah Jawa Timur Tbk
Bank QNB Indonesia Tbk
Bank Mandiri ( Persero) Tbk
Bank Bumi Arta Tbk
Bank Mestika Dharma, Tbk
Bank CIMB Niaga, Tbk
Bank Internasional Indonesia Tbk
Bank Maspion, Tbk
Bank Permata Tbk
Bank Sinar Mas Tbk
Bank Of India Indonesia Tbk
Bank Tabungan Pensiunan Nasional Tbk
Bank Nationalnobu, Tbk
Bank Victoria Internasional Tbk
Bank Mitraniaga, Tbk
Bank Artha Graha Internasional Tbk
Bank Mayapada Internasional Tbk
Kriteria
1 2 3
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
- √ √
√ √ √
√ √ √
√ √ √
- √ √
√ √ √
√ √ √
- √ √
√ √ √
√ √ √
√ √ √
√ √ √
- √ √
√ √ √
- √ √
√ √ √
√ √ √
Sampel
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Ditolak
Diterima
Diterima
Diterima
Ditolak
Diterima
Diterima
Ditolak
Diterima
Diterima
Diterima
Diterima
Ditolak
Diterima
Ditolak
Diterima
Diterima
75
Universitas Sumatera Utara
Lampiran 2
Tabulasi Data Variabel Penelitian
Nama Bank
Bank Rakyat Indonesia Agro Niaga, Tbk
Kode
AGRO
Tahun
BACA
BABP
BNII
85,68
168,00
2011
1,34
19,26
91,27
118,00
2012
1,27
15,16
93,62
147,00
2013
1,40
22,14
87,11
118,00
2014
1,34
19,26
91,27
103,00
1,20
18,15
89,79
130,80
2010
0,74
30,48
50,60
93,33
2011
0,73
22,01
43,79
160,00
2012
1,10
18,74
58,96
120,00
2013
1,31
20,86
63,37
88,00
2014
1,07
16,87
58,31
96,00
0,99
21,79
55,00
111,47
2010
0,14
10,32
83,56
122,18
2011
-1,71
10,47
101,96
106,00
2012
0,08
11,21
80,03
168,00
2013
-0,81
13,09
80,71
133,00
2014
-0,74
17,79
80,90
84,00
-0,61
12,57
85,43
122,64
2010
0,71
12,64
82,54
765,38
2011
1,04
11,83
103,18
420,00
2012
1,46
12,83
103,60
405,00
2013
1,52
12,72
95,14
310,00
2014
0,68
15,72
104,36
208,00
1,08
13,15
97,76
2010
1,78
13,47
88,04
1.910,00
2011
2,63
13,09
90,72
1.220,00
2012
2,93
15,08
90,79
1.100,00
2013
2,66
15,38
89,05
920,00
2014
1,37
15,39
93,65
835,00
2,28
14,48
90,45
Rata-Rata
Bank CIMB Niaga, Tbk
Rata-Rata
BNGA
Harga Saham (Rp)
14,95
Rata-Rata
Bank International Indonesia
LDR(%)
0,67
Rata-Rata
Bank MNC International, Tbk
CAR (%)
2010
Rata-Rata
Bank Capital Indonesia, Tbk
ROA (%)
421,68
1197,00
76
Universitas Sumatera Utara
Lampiran 3
Deskriptif Statistik
Descriptive Statistics
N
Return on Assets
Capital Adequacy Ratio
Loan to Deposit Ratio
Harga_Saham
Valid N (listwise)
155
155
155
155
155
Minimum
Maximum
-7.793892
9.427200
52.831651
50.00
4.664890
45.750351
118.363477
13200.00
Mean
Std. Deviation
1.68415001
1.554842178
16.43131070
4.689763059
82.73558212 1.183537459E1
2225.5204
2795.84596
77
Universitas Sumatera Utara
Lampiran 4
Uji Asumsi Klasik
1.
Normalitas
78
Universitas Sumatera Utara
One-Sample Kolmogorov-Smirnov Test
Unstandardized
Residual
N
149
Normal Parametersa,,b
Mean
.0000000
Std. Deviation
Most Extreme Differences
1.15084858
Absolute
.095
Positive
.062
Negative
-.095
Kolmogorov-Smirnov Z
1.156
Asymp. Sig. (2-tailed)
.138
a. Test distribution is Normal.
b. Calculated from data.
Sumber: Pengolahan SPSS (2016)
2.
Uji Heteroskedastisitas
Coefficients
Unstandardized
Coefficients
Standardized
Coefficients
Beta
Collinearity
Statistics
Model
B
1
(Constant)
4.616
2.134
2.163
.032
LnReturn on Assets
-.965
.506
-.163 -1.906
.059
.919
1.088
LnCapital Adequacy
Ratio
.050
.278
.015
.180
.858
.921
1.086
-.367
.391
-.077
-.939
.349
.996
1.004
LnLoan to Deposit
Ratio
Std. Error
a
t
Sig.
Tolerance
VIF
a. Dependent Variable: Abs
79
Universitas Sumatera Utara
3.
Uji Multikolonearitas
Coefficients
Unstandardized
Coefficients
Model
1
(Constant)
B
Std. Error
-13.084
3.708
LnReturn on Assets
7.554
.879
LnCapital Adequacy
Ratio
.244
LnLoan to Deposit
Ratio
.472
a
Standardized
Coefficients
Beta
Collinearity
Statistics
t
Sig.
Tolerance
VIF
-3.529
.001
.593
8.589
.000
.919
1.088
.483
.035
.506
.613
.921
1.086
.678
.046
.696
.488
.996
1.004
a. Dependent Variable: LnHarga Saham
4.
Uji Autokorelasi
Coefficients
Unstandardized
Coefficients
Model
1
B
Std. Error
(Constant)
-.464
3.612
LnReturn on Assets
-.331
.898
LnCapital Adequacy
Ratio
.390
LnLoan to Deposit
Ratio
Auto
a
Standardized
Coefficients
Beta
Collinearity
Statistics
t
Sig.
Tolerance
VIF
-.128
.898
-.033
-.369
.713
.867
1.154
.485
.070
.805
.422
.915
1.093
.041
.662
.005
.062
.950
.982
1.018
.157
.084
.161
1.864
.064
.932
1.074
a. Dependent Variable: Unstandardized Residual
80
Universitas Sumatera Utara
Lampiran 5
Pengujian Hipotesis
1.
Uji Serempak (Uji F)
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
Regression
112.280
3
37.427
Residual
196.019
145
1.352
Total
308.299
148
F
Sig.
27.686
.000
a
a. Predictors: (Constant), LnLoan to Deposit Ratio, LnCapital Adequacy Ratio, LnReturn on Assets
b. Dependent Variable: LnHarga Saham
2.
Uji Parsial (Uji t)
Coefficients
Unstandardized
Coefficients
Model
1
B
(Constant)
Std. Error
-13.084
3.708
LnReturn on Assets
7.554
.879
LnCapital Adequacy
Ratio
.244
LnLoan to Deposit
Ratio
.472
a
Standardized
Coefficients
Beta
Collinearity
Statistics
t
Sig.
Tolerance
VIF
-3.529
.001
.593
8.589
.000
.919
1.088
.483
.035
.506
.613
.921
1.086
.678
.046
.696
.488
.996
1.004
a. Dependent Variable: LnHarga Saham
3.
Uji Koefisien Determinasi (R2)
b
Model Summary
Model
1
R
R Square
.603
a
.364
Adjusted R Square
.351
Std. Error of the
Estimate
1.16269
Durbin-Watson
1.704
a. Predictors: (Constant), LnLoan to Deposit Ratio, LnCapital Adequacy Ratio, LnReturn on Assets
b. Dependent Variable: LnHarga Saham
81
Universitas Sumatera Utara
Jumlah Populasi dan Sampel Penelitian
No.
Kode
Nama Perusahaan
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.
16.
17.
18.
19
20
21
22
23
24
25
26
27
28
29
30
31
AGRO
BABP
BACA
BAEK
BBCA
BBKP
BBNI
BBNP
BBRI
BBTN
BCIC
BDMN
BEKS
BJBR
BJTM
BKSW
BMRI
BNBA
BBDM
BNGA
BNII
BMAS
BNLI
BSIM
BSWD
BTPN
NOBU
BVIC
NAGA
INPC
MAYA
Bank Rakyat Indonesia Agro Niaga Tbk
Bank MNC International Tbk
Bank Capital Indonesia Tbk
Bank Ekonomi Raharja Tbk
Bank Central Asia Tbk
Bank Bukopin Tbk
Bank Negara Indonesia ( Persero) Tbk
Bank Nusantara Parahyangan Tbk
Bank Rakyat Indonesia (Persero) Tbk
Bank Tabungan Negara (Persero) Tbk
Bank Mutiara Tbk
Bank Danamon Indonesia Tbk
Bank Pundi Indonesia Tbk
Bank Jabar Banten Tbk
Bank Pembangunan Daerah Jawa Timur Tbk
Bank QNB Indonesia Tbk
Bank Mandiri ( Persero) Tbk
Bank Bumi Arta Tbk
Bank Mestika Dharma, Tbk
Bank CIMB Niaga, Tbk
Bank Internasional Indonesia Tbk
Bank Maspion, Tbk
Bank Permata Tbk
Bank Sinar Mas Tbk
Bank Of India Indonesia Tbk
Bank Tabungan Pensiunan Nasional Tbk
Bank Nationalnobu, Tbk
Bank Victoria Internasional Tbk
Bank Mitraniaga, Tbk
Bank Artha Graha Internasional Tbk
Bank Mayapada Internasional Tbk
Kriteria
1 2 3
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
√ √ √
- √ √
√ √ √
√ √ √
√ √ √
- √ √
√ √ √
√ √ √
- √ √
√ √ √
√ √ √
√ √ √
√ √ √
- √ √
√ √ √
- √ √
√ √ √
√ √ √
Sampel
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Diterima
Ditolak
Diterima
Diterima
Diterima
Ditolak
Diterima
Diterima
Ditolak
Diterima
Diterima
Diterima
Diterima
Ditolak
Diterima
Ditolak
Diterima
Diterima
75
Universitas Sumatera Utara
Lampiran 2
Tabulasi Data Variabel Penelitian
Nama Bank
Bank Rakyat Indonesia Agro Niaga, Tbk
Kode
AGRO
Tahun
BACA
BABP
BNII
85,68
168,00
2011
1,34
19,26
91,27
118,00
2012
1,27
15,16
93,62
147,00
2013
1,40
22,14
87,11
118,00
2014
1,34
19,26
91,27
103,00
1,20
18,15
89,79
130,80
2010
0,74
30,48
50,60
93,33
2011
0,73
22,01
43,79
160,00
2012
1,10
18,74
58,96
120,00
2013
1,31
20,86
63,37
88,00
2014
1,07
16,87
58,31
96,00
0,99
21,79
55,00
111,47
2010
0,14
10,32
83,56
122,18
2011
-1,71
10,47
101,96
106,00
2012
0,08
11,21
80,03
168,00
2013
-0,81
13,09
80,71
133,00
2014
-0,74
17,79
80,90
84,00
-0,61
12,57
85,43
122,64
2010
0,71
12,64
82,54
765,38
2011
1,04
11,83
103,18
420,00
2012
1,46
12,83
103,60
405,00
2013
1,52
12,72
95,14
310,00
2014
0,68
15,72
104,36
208,00
1,08
13,15
97,76
2010
1,78
13,47
88,04
1.910,00
2011
2,63
13,09
90,72
1.220,00
2012
2,93
15,08
90,79
1.100,00
2013
2,66
15,38
89,05
920,00
2014
1,37
15,39
93,65
835,00
2,28
14,48
90,45
Rata-Rata
Bank CIMB Niaga, Tbk
Rata-Rata
BNGA
Harga Saham (Rp)
14,95
Rata-Rata
Bank International Indonesia
LDR(%)
0,67
Rata-Rata
Bank MNC International, Tbk
CAR (%)
2010
Rata-Rata
Bank Capital Indonesia, Tbk
ROA (%)
421,68
1197,00
76
Universitas Sumatera Utara
Lampiran 3
Deskriptif Statistik
Descriptive Statistics
N
Return on Assets
Capital Adequacy Ratio
Loan to Deposit Ratio
Harga_Saham
Valid N (listwise)
155
155
155
155
155
Minimum
Maximum
-7.793892
9.427200
52.831651
50.00
4.664890
45.750351
118.363477
13200.00
Mean
Std. Deviation
1.68415001
1.554842178
16.43131070
4.689763059
82.73558212 1.183537459E1
2225.5204
2795.84596
77
Universitas Sumatera Utara
Lampiran 4
Uji Asumsi Klasik
1.
Normalitas
78
Universitas Sumatera Utara
One-Sample Kolmogorov-Smirnov Test
Unstandardized
Residual
N
149
Normal Parametersa,,b
Mean
.0000000
Std. Deviation
Most Extreme Differences
1.15084858
Absolute
.095
Positive
.062
Negative
-.095
Kolmogorov-Smirnov Z
1.156
Asymp. Sig. (2-tailed)
.138
a. Test distribution is Normal.
b. Calculated from data.
Sumber: Pengolahan SPSS (2016)
2.
Uji Heteroskedastisitas
Coefficients
Unstandardized
Coefficients
Standardized
Coefficients
Beta
Collinearity
Statistics
Model
B
1
(Constant)
4.616
2.134
2.163
.032
LnReturn on Assets
-.965
.506
-.163 -1.906
.059
.919
1.088
LnCapital Adequacy
Ratio
.050
.278
.015
.180
.858
.921
1.086
-.367
.391
-.077
-.939
.349
.996
1.004
LnLoan to Deposit
Ratio
Std. Error
a
t
Sig.
Tolerance
VIF
a. Dependent Variable: Abs
79
Universitas Sumatera Utara
3.
Uji Multikolonearitas
Coefficients
Unstandardized
Coefficients
Model
1
(Constant)
B
Std. Error
-13.084
3.708
LnReturn on Assets
7.554
.879
LnCapital Adequacy
Ratio
.244
LnLoan to Deposit
Ratio
.472
a
Standardized
Coefficients
Beta
Collinearity
Statistics
t
Sig.
Tolerance
VIF
-3.529
.001
.593
8.589
.000
.919
1.088
.483
.035
.506
.613
.921
1.086
.678
.046
.696
.488
.996
1.004
a. Dependent Variable: LnHarga Saham
4.
Uji Autokorelasi
Coefficients
Unstandardized
Coefficients
Model
1
B
Std. Error
(Constant)
-.464
3.612
LnReturn on Assets
-.331
.898
LnCapital Adequacy
Ratio
.390
LnLoan to Deposit
Ratio
Auto
a
Standardized
Coefficients
Beta
Collinearity
Statistics
t
Sig.
Tolerance
VIF
-.128
.898
-.033
-.369
.713
.867
1.154
.485
.070
.805
.422
.915
1.093
.041
.662
.005
.062
.950
.982
1.018
.157
.084
.161
1.864
.064
.932
1.074
a. Dependent Variable: Unstandardized Residual
80
Universitas Sumatera Utara
Lampiran 5
Pengujian Hipotesis
1.
Uji Serempak (Uji F)
b
ANOVA
Model
1
Sum of Squares
df
Mean Square
Regression
112.280
3
37.427
Residual
196.019
145
1.352
Total
308.299
148
F
Sig.
27.686
.000
a
a. Predictors: (Constant), LnLoan to Deposit Ratio, LnCapital Adequacy Ratio, LnReturn on Assets
b. Dependent Variable: LnHarga Saham
2.
Uji Parsial (Uji t)
Coefficients
Unstandardized
Coefficients
Model
1
B
(Constant)
Std. Error
-13.084
3.708
LnReturn on Assets
7.554
.879
LnCapital Adequacy
Ratio
.244
LnLoan to Deposit
Ratio
.472
a
Standardized
Coefficients
Beta
Collinearity
Statistics
t
Sig.
Tolerance
VIF
-3.529
.001
.593
8.589
.000
.919
1.088
.483
.035
.506
.613
.921
1.086
.678
.046
.696
.488
.996
1.004
a. Dependent Variable: LnHarga Saham
3.
Uji Koefisien Determinasi (R2)
b
Model Summary
Model
1
R
R Square
.603
a
.364
Adjusted R Square
.351
Std. Error of the
Estimate
1.16269
Durbin-Watson
1.704
a. Predictors: (Constant), LnLoan to Deposit Ratio, LnCapital Adequacy Ratio, LnReturn on Assets
b. Dependent Variable: LnHarga Saham
81
Universitas Sumatera Utara