Daftar Sampel Penelitian
No Kode Nama Emiten
1 AMFG PT Asahimas Flat Glas 2 ARNA PT Arwana Citramulia 3 ASII PT Astra International 4 AUTO PT Astra Otoparts
5 BATA PT Sepatu Bata
6 BRAM PT Indo Kordsa
7 BRNA PT Berlina Tbk
8 BUDI PT Budi Acid Jaya Tbk
9 CPIN PT Charoen Pokphand Indonesia Tbk 10 CTBN PT Citra Tubindo Tbk
11 DLTA PT Delta Djakarta Tbk
12 DVLA PT Darya Varia Laboratoria Tbk 13 EKAD PT Ekadharma International Tbk 14 ESTI PT Ever Shine Tex Tbk
15 FASW PT Fajar Surya Wisesa Tbk 16 GDYR PT Goodyear Indonesia Tbk 17 GGRM PT Gudang Garam Tbk 18 GJTL PT Gajah Tunggal Tbk
19 HMSP PT Hanjaya Mandala Sampoerna Tbk 20 ICBP PT Indofood ICBP Sukses Makmur Tbk 21 IGAR PT Champion Pasific Indonesia Tbk 22 INDF PT Indofood Sukses Makmur Tbk 23 INTP PT Indocement Tunggal Prakarsa Tbk 24 JPFA PT Japfa Comfeed Indonesia Tbk 25 KAEF PT Kimia Farma Tbk 31 MASA PT Multistrada Arah Sarana Tbk
32 MERK PT Merck Tbk
33 MLBI PT Multi Bintang Indonesia Tbk 34 MRAT PT Mustika Ratu Tbk
35 MYOR PT Mayora Indah Tbk
36 PSDN PT Prasidha Aneka Niaga Tbk
37 SCCO PT Supreme Cable Manufacturing Tbk 38 SMGR PT Semen Gresik Tbk
39 SMSM PT Selamat Sempurna Tbk
41 TBMS PT Tembaga Mulia Semanan Tbk 42 TCID PT Mandom Indonesia Tbk 43 TKIM PT Tjiwi Kimia Tbk
44 TOTO PT Surya Toto Indonesia Tbk 45 TRST PT Trias Sentosa Tbk
Data Variabel Fixed Asset to Total Asset Ratio
13 EKAD PT Ekadharma International Tbk 0,40 0,34
14 ESTI PT Ever Shine Tex Tbk 0,42 0,37
15 FASW PT Fajar Surya Wisesa Tbk 0,73 0,77
16 GDYR PT Goodyear Indonesia Tbk 0,54 0,50
17 GGRM PT Gudang Garam Tbk 0,25 0,22
18 GJTL PT Gajah Tunggal Tbk 0,57 0,56
19 HMSP PT Hanjaya Mandala Sampoerna
Tbk 0,23 0,23
20 ICBP PT Indofood ICBP Sukses Makmur
Tbk 0,47 0,44
21 IGAR PT Champion Pasific Indonesia
Tbk 0,11 0,09
22 INDF PT Indofood Sukses Makmur Tbk 0,58 0,54
23 INTP PT Indocement Tunggal Prakarsa
31 MASA PT Multistrada Arah Sarana Tbk 0,78 0,73
37 SCCO PT Supreme Cable Manufacturing
Tbk 0,21 0,18
38 SMGR PT Semen Gresik Tbk 0,53 0,61
39 SMSM PT Selamat Sempurna Tbk 0,38 0,37
40 SQBI PT Taisho Pharmaceutical
Data Variabel Debt to Equity Ratio
13 EKAD PT Ekadharma International Tbk 0.74 0.69
14 ESTI PT Ever Shine Tex Tbk 1.28 1.47
20 ICBP PT Indofood ICBP Sukses Makmur
Tbk 0.45 0.42
21 IGAR PT Champion Pasific Indonesia Tbk 0.23 0.22
22 INDF PT Indofood Sukses Makmur Tbk 1.34 0.70
23 INTP PT Indocement Tunggal Prakarsa Tbk 0.17 0.15
32 MERK PT Merck Tbk 0.20 0.18
33 MLBI PT Multi Bintang Indonesia Tbk 1.41 1.30
34 MRAT PT Mustika Ratu Tbk 0.14 0.18
35 MYOR PT Mayora Indah Tbk 1.18 1.72
36 PSDN PT Prasidha Aneka Niaga Tbk 1.60 1.04
37 SCCO PT Supreme Cable Manufacturing Tbk 1.72 1.80
38 SMGR PT Semen Gresik Tbk 0.29 0.35
39 SMSM PT Selamat Sempurna Tbk 0.96 0.70
40 SQBI PT Taisho Pharmaceutical Tbk 0.19 0.20
41 TBMS PT Tembaga Mulia Semanan Tbk 9.38 9.57
42 TCID PT Mandom Indonesia Tbk 0.10 0 11
43 TKIM PT Tjiwi Kimia Tbk 2.45 2.46
44 TOTO PT Surya Toto Indonesia Tbk 0 73 0.76
45 TRST PT Trias Sentosa Tbk 0.64 0.61
46 TSPC PT Tempo Scan Pasific Tbk 0.36 0.40
47 UNIC PT Unggul Indah Cahaya Tbk 0.85 0.96
Data Variabel Dividend Payout Ratio
13 EKAD PT Ekadharma International Tbk 0,04 0,16
14 ESTI PT Ever Shine Tex Tbk 2,71 0,62
23 INTP PT Indocement Tunggal Prakarsa Tbk 0,26 0,27
33 MLBI PT Multi Bintang Indonesia Tbk 0,17 0,88
34 MRAT PT Mustika Ratu Tbk 0,17 0,19
35 MYOR PT Mayora Indah Tbk 0,17 0,21
36 PSDN PT Prasidha Aneka Niaga Tbk 0,24 0,44
37 SCCO PT Supreme Cable Manufacturing Tbk 0,10 0,17
38 SMGR PT Semen Gresik Tbk 0,50 0,38
39 SMSM PT Selamat Sempurna Tbk 0,25 0,21
40 SQBI PT Taisho Pharmaceutical Indonesia
Tbk 0,94 0,72
41 TBMS PT Tembaga Mulia Semanan Tbk 3,98 0,09
42 TCID PT Mandom Indonesia Tbk 0,49 0,49
43 TKIM PT Tjiwi Kimia Tbk 0,03 0,03
44 TOTO PT Surya Toto Indonesia Tbk 0,31 0,18
45 TRST PT Trias Sentosa Tbk 0,31 0,39
46 TSPC PT Tempo Scan Pasific Tbk 0,59 0,31
47 UNIC PT Unggul Indah Cahaya Tbk 0,34 0,24
Data Variabel Dependen Return On Asset
13 EKAD PT Ekadharma International Tbk 0,20 0,12
14 ESTI PT Ever Shine Tex Tbk 0,00 0,01
20 ICBP PT Indofood ICBP Sukses Makmur
Tbk 0,14 0,14
21 IGAR PT Champion Pasific Indonesia Tbk 0,15 0,16
22 INDF PT Indofood Sukses Makmur Tbk 0,08 0,09
23 INTP PT Indocement Tunggal Prakarsa Tbk 0,21 0,20
32 MERK PT Merck Tbk 0,27 0,40
33 MLBI PT Multi Bintang Indonesia Tbk 0,39 0,42
34 MRAT PT Mustika Ratu Tbk 0,07 0,06
35 MYOR PT Mayora Indah Tbk 0,11 0,07
36 PSDN PT Prasidha Aneka Niaga Tbk 0,06 0,06
37 SCCO PT Supreme Cable Manufacturing Tbk 0,05 0,08
38 SMGR PT Semen Gresik Tbk 0,23 0,20
39 SMSM PT Selamat Sempurna Tbk 0,15 0,19
40 SQBI PT Taisho Pharmaceutical Tbk 0,29 0,33
41 TBMS PT Tembaga Mulia Semanan Tbk 0,00 0,01
42 TCID PT Mandom Indonesia Tbk 0,13 0,12
43 TKIM PT Tjiwi Kimia Tbk 0,02 0,03
44 TOTO PT Surya Toto Indonesia Tbk 0,18 0,16
45 TRST PT Trias Sentosa Tbk 0,07 0,07
46 TSPC PT Tempo Scan Pasific Tbk 0,14 0,14
47 UNIC PT Unggul Indah Cahaya Tbk 0,02 0,02
Descriptive Statistics
N Minimum Maximum Mean Std. Deviation Variance
FATA 90 .00 .78 .3974 .17393 .030
DER 90 .10 9.57 1.0371 1.42698 2.036
DPR 90 .00 3.98 .4047 .54387 .296
ROA 90 .00 .40 .1239 .08360 .007
Valid N (listwise) 90
Lampiran 7
One-Sample Kolmogorov-Smirnov Test
Unstandardized Residual
N 90
Normal Parametersa,,b Mean .0000000
Std. Deviation .07013688 Most Extreme Differences Absolute .120
Positive .120
Negative -.060
Kolmogorov-Smirnov Z 1.142
Asymp. Sig. (2-tailed) .147
a. Test distribution is Normal. b. Calculated from data.
Lampiran 10
Hasil Uji Multikolinieritas Coefficientsa
Lampiran 11
Hasil Uji Autokorelasi Model Summaryb
Model R R Square
Adjusted R Square
Std. Error of the
Estimate Durbin-Watson
1 .544a .296 .272 .07135 2.122
a. Predictors: (Constant), DPR, FATA, DER b. Dependent Variable: ROA
Lampiran 12
Hasil Pengujian Hipotesis
Estimate Durbin-Watson
1 .544a .296 .272 .07135 2.122
a. Predictors: (Constant), DPR, FATA, DER b. Dependent Variable: ROA
Lampiran 14
Lampiran 15
Uji Simultan (Uji f) ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression .184 3 .061 12.061 .000a
Residual .438 86 .005
Total .622 89