Lampiran 1. Perusahaan yang menjadi Sampel Penelitian
No. KODE Nama Perusahaan No KODE Nama Perusahaan
1 AKRA Akr Corporindo Tbk 35 LMSH Lion Mesh Prima Tbk
2 ALMI Alumindo Light Metal Tbk 36 LTLS Lautan Luas Tbk
3 AMFG Asahimas Flat Glass Tbk 37 MASA Multistrada Arah Sarana Tbk
4 APLI Asiaplast Industries Tbk 38 MRAT Mustika RatuTbk
5 AUTO Asrta Otoparts Tbk 39 NIPS Nippress Tbk
6 ASII Astra International Tbk 40 PICO Pelangi Indah Canindo Tbk
7 AQUA Aqua Golden Misissipi 41 POLY Asia Pasifik Fiber Tbk
8 BRAM Branta Mulia Tbk 42 PRAS Prima Alloy Steel Universal Tbk
9 BRPT Barito Pasifik Tbk 43 PSDN Prasidha Aneka NiagaTbk
10 BRNA Berlina Tbk 44 PYFA Pyridam Farma Tbk
11 BTON Beton Jaya Manunggal 45 SKLT Sekar Laut Tbk
12 BUDI Budi Acid Jaya Tbk 46 SMSM Selamat Sempurna Tbk
13 CTBN Citra Turbindo Tbk 47 SOBI Sorini Agro Asia Corporindo Tbk
14 DPNS Duta Pertiwi Nusantara 48 SRSN Indo Acidatama Tbk
15 DYNA Dynaplast Tbk 49 STTP Siantar Top Tbk
16 ETWA Eterindo Wahanatama Tbk 50 SULI Sumalindo Indah Tbk
17 GJTL Gajah Tunggal Tbk 51 TBLA Tunas Baru Lampung Tbk
18 GGRM Gudang Garam Tbk 52 TBMS Tembaga Mulia Semanan Tbk
19 HEXA Hexindo Adiperkasa Tbk 53 TCID Mandom Indonesia
20 IGAR Kageo Igar Jaya Tbk 54 TIRA Tira Austine Tbk
21 IKAI Inti Keramik Alamasari Tbk 55 TPIA Tri Polyta Tbk
22 IKBI Sumi Indo Kabel Tbk 56 TSPC Tempo Scan Pasifik Tbk
23 IMAS Indomobil Sukses Tbk 57 ULTJ Ultra Jaya Milk Tbk
24 INAF Indo Farma Tbk 58 UNIC Unggu Indah Cahaya Tbk
25 INDF Indofood Sukses Tbk 59 UNTX Unitex Tbk
26 INTA Intraco Penta Tbk 60 UNTR United Tractor Tbk
27 JKSW Jakarta Kyoe Steel Works Ltd 61 VOKS Voksell Elektrik Tbk
28 JPRS Jaya Pari Steel Tbk 62 YPAS Yanaprima Hastapersada Tbk
29 KAEF Kimia Farma Tbk 63 HDTX Panasia Indosyntex tbk
30 KBLM Kabelindo Murni Tbk 64 MYTX Apac Citra Centertex Tbk
31 KICI Kedaung Indah Can Tbk 65 MLPL Multipolar tbk
32 KLBF Kalbe Farma Tbk 66 MLIA Mulia Industrindo Tbk
33 LION Lion Metal Works Tbk 67 UNVR Unilever Tbk
Lampiran 2. Data perusahaan yang dipilih dengan metode purposive sampling
No KODE TAHUN NAMA PERUSAHAAN Kelompok Industri 1
AKRA
2008 Akr Corporindo Tbk Kimia dan produk yang berkaitan
2
AKRA
2009 Akr Corporindo Tbk Kimia dan produk yang berkaitan
3
AKRA
2010 Akr Corporindo Tbk Kimia dan produk yang berkaitan
4 ALMI 2009 Alumindo Light Metal Industry Tbk Industri logam 5 ALMI 2010 Alumindo Light Metal IndustryTbk Industri logam
6 AMFG 2008 Asahimas Flat Glass Tbk Plastik dan produk kaca 7 APLI 2009 Asiaplast Industries Tbk Plastik dan produk kaca 8 APLI 2010 Asiaplast Industries Tbk Plastik dan produk kaca
9 AUTO 2008 Astra Otoparts Tbk Otomotif
10 AUTO 2009 Astra Otoparts Tbk Otomotif
11 AUTO 2010 Astra Otoparts Tbk Otomotif
12 ASII 2008 Astra International Tbk Otomotif 13 ASII 2009 Astra International Tbk Otomotif 14 ASII 2010 Astra International Tbk Otomotif
15 AQUA 2008 Aqua Golden Mississipi Tbk Makanan dan Minuman 16 AQUA 2009 Aqua Golden Mississipi Tbk Makanan dan Minuman
17 BRAM 2010 Branta Mulia Tbk Otomotif
18 BRPT 2009 Barito Pasific Tbk Industri kayu dan produk kayu
19 BRNA 2010 Berlina Tbk Plastik dan produk kaca
20 BTON 2008 Beton Jaya Manunggal Tbk Industri logam 21 BTON 2009 Beton Jaya Manunggal Tbk Industri logam 22 BTON 2010 Beton Jaya Manunggal Tbk Industri logam 23
BUDI
2008 Budi Acid Jaya Tbk Kimia dan produk yang berkaitan
24 CTBN 2008 Citra Turbindo Tbk Industri logam 25 CTBN 2010 Citra Turbindo Tbk Industri logam
26 DPNS 2009 Duta Pertiwi Nusantara Tbk Industri bahan perekat 27 DPNS 2010 Duta Pertiwi Nusantara Tbk Industri bahan perekat
28 DYNA 2008 Dynaplast Tbk Plastik dan produk kaca
29 DYNA 2010 Dynaplast Tbk Plastik dan produk kaca
30
ETWA
2008 Eterindo Wahanatama Tbk Kimia dan produk yang berkaitan
31
ETWA
2009 Eterindo Wahanatama Tbk Kimia dan produk yang berkaitan
32
ETWA
33 GJTL 2009 Gajah Tunggal Tbk Otomotif
34 GJTL 2010 Gajah Tunggal Tbk Otomotif
35 GGRM 2008 Gudang Garam Tbk Otomotif
36 GGRM 2009 Gudang Garam Tbk Tembakau
37 GGRM 2010 Gudang Garam Tbk Tembakau
38 HDTX 2010 Panasia Indosyntex Tbk Tekstil dan pemintalan kapas 39 HEXA 2008 Hexindo Adiperkasa Tbk Otomotif
40 HEXA 2009 Hexindo Adiperkasa Tbk Otomotif 41 HEXA 2010 Hexindo Adiperkasa Tbk Otomotif 42 IMAS 2008 Indomobil Sukses Internasional tbk Otomotif 43 IMAS 2009 Indomobil Sukses Internasional tbk Otomotif 44 IMAS 2010 Indomobil Sukses Internasional tbk Otomotif
45 INAF 2009 Indo Farma Tbk Industri Farmasi
46 INAF 2010 Indo Farma Tbk Industri Farmasi
47 INDF 2008 Indofood Sukses Makmur Tbk Makanan dan Minuman 48 INDF 2009 Indofood Sukses Makmur Tbk Makanan dan Minuman 49 INDF 2010 Indofood Sukses Makmur Tbk Makanan dan Minuman 50 IGAR 2009 Champion Pasific Indonesia Tbk Plastik dan produk kaca 51 IKAI 2008 Inti Keramik Alamasari Industri Tbk Batu, tanah liat dan kaca 52 IKBI 2008 Sumi Indo Kabel Tbk Industri kabel
53 IKBI 2009 Sumi Indo Kabel Tbk Industri kabel 54 IKBI 2010 Sumi Indo Kabel Tbk Industri kabel
55 INTA 2008 Intraco Penta Tbk Otomotif
56 INTA 2009 Intraco Penta Tbk Otomotif
57 INTA 2010 Intraco Penta Tbk Otomotif
58 JKSW 2009 Jakarta Kyoe Steel Works Limited Tbk Industri logam 59 JKSW 2010 Jakarta Kyoe Steel Works Limited Tbk Industri logam 60 JPRS 2008 Jaya Pari Steel Tbk Industri logam 61 JPRS 2009 Jaya Pari Steel Tbk Industri logam 62 JPRS 2010 Jaya Pari Steel Tbk Industri logam
63 KAEF 2008 Kimia Farma Tbk Industri Farmasi
64 KAEF 2009 Kimia Farma Tbk Industri Farmasi
65 KAEF 2010 Kimia Farma Tbk Industri Farmasi
66 KBLM 2009 Kabelindo Murni Tbk Industri kabel 67 KBLM 2010 Kabelindo Murni Tbk Industri kabel
68 KLBF 2008 Kalbe Farma Tbk Industri Farmasi
69 KLBF 2009 Kalbe Farma Tbk Industri Farmasi
70 KLBF 2010 Kalbe Farma Tbk Industri Farmasi
74 LION 2009 Lion Metal Works Tbk Industri logam 75 LION 2010 Lion Metal Works Tbk Industri logam
76 LMPI 2008 Langgeng Makmur Tbk Plastik dan produk kaca 77 LMPI 2009 Langgeng Makmur Tbk Plastik dan produk kaca 78 LMPI 2010 Langgeng Makmur Tbk Plastik dan produk kaca 79 LMSH 2008 Lion Mesh Prima Tbk Industri logam
80 LMSH 2009 Lion Mesh Prima Tbk Industri logam 81 LMSH 2010 Lion Mesh Prima Tbk Industri logam
82 LTLS 2008 Lautan Luas Tbk Kimia dan produk yang berkaitan 83 LTLS 2009 Lautan Luas Tbk Kimia dan produk yang berkaitan 84 LTLS 2010 Lautan Luas Tbk Kimia dan produk yang berkaitan 85 MASA 2009 Multistrada Arah Sarana Tbk Otomotif
86 MASA 2010 Multistrada Arah Sarana Tbk Otomotif
87 MLPL 2009 Multipolar tbk Elektronik
88 MLPL 2010 Multipolar tbk Elektronik
89 MRAT 2009 Mustika Ratu Tbk Barang konsumsi
90 MRAT 2010 Mustika Ratu Tbk Barang konsumsi
91 MYTX 2009 Apac Citra Centertex Tbk Pakaian dan tekstil
92 NIPS 2008 Nippres Tbk Otomotif
93 NIPS 2009 Nippres Tbk Otomotif
94 NIPS 2010 Nippres Tbk Otomotif
95 PICO 2008 Pelangi Indah Canindo Tbk Industri logam 96 PICO 2009 Pelangi Indah Canindo Tbk Industri logam 97 PICO 2010 Pelangi Indah Canindo Tbk Industri logam
98 POLY 2009 Asia Pasifik Fiber Tbk Kimia dan produk yang berkaitan 99 POLY 2010 Asia Pasifik Fiber Tbk Kimia dan produk yang berkaitan 100 PSDN 2008 Prasidha Aneka Niaga Tbk Makanan dan Minuman
101 PSDN 2009 Prasidha Aneka Niaga Tbk Makanan dan Minuman 102 PSDN 2010 Prasidha Aneka Niaga Tbk Makanan dan Minuman 103 PRAS 2010 Prima Alloy Steel Universal Tbk Otomotif
104 PYFA 2008 Pyridam Farma Tbk Industri Farmasi 105 PYFA 2009 Pyridam Farma Tbk Industri Farmasi 106 PYFA 2010 Pyridam Farma Tbk Industri Farmasi
107 SRSN 2008 Indo Acidatama Tbk Industri pakaian dan tekstil 108 SRSN 2009 Indo Acidatama Tbk Industri pakaian dan tekstil 109 SRSN 2010 Indo Acidatama Tbk Industri pakaian dan tekstil
110 STTP 2008 Siantar Top Tbk Makanan dan Minuman
111 STTP 2009 Siantar Top Tbk Makanan dan Minuman
112 STTP 2010 Siantar Top Tbk Makanan dan Minuman
115 SOBI 2010 Sorini Agro Asia CorporindoTbk Kimia dan produk yang berkaitan
116 SKLT 2008 Sekar Laut Tbk Makanan dan Minuman
117 SKLT 2009 Sekar Laut Tbk Makanan dan Minuman
118 SKLT 2010 Sekar Laut Tbk Makanan dan Minuman
119 SMSM 2008 Selamat Sempurna Tbk Otomotif 120 SMSM 2009 Selamat Sempurna Tbk Otomotif 121 SMSM 2010 Selamat Sempurna Tbk Otomotif 122 SULI 2010 Sumalindo Indah Tbk Industri kayu
123 TIRA 2008 Tira Austine Tbk Industri logam
124 TBLA 2008 Tunas Baru Lampung Tbk Makanan dan Minuman 125 TBLA 2009 Tunas Baru Lampung Tbk Makanan dan Minuman 126 TBLA 2010 Tunas Baru Lampung Tbk Makanan dan Minuman 127 TBMS 2009 Tembaga Mulia Semanan Tbk Industri logam
128 TBMS 2010 Tembaga Mulia Semanan Tbk Industri logam 129 TCID 2008 Mandom Indonesia Tbk Barang konsumsi 130 TCID 2009 Mandom Indonesia Tbk Barang konsumsi 131 TCID 2010 Mandom Indonesia Tbk Barang konsumsi 132 TPIA 2009 Tri Plyta Indonesia Tbk Industri kimia dasar 133 TPIA 2010 Tri Plyta Indonesia Tbk Industri kimia dasar 134 TSPC 2008 Tempo Scan Pasific Tbk Industri Farmasi 135 TSPC 2009 Tempo Scan Pasific Tbk Industri Farmasi 136 TSPC 2010 Tempo Scan Pasific Tbk Industri Farmasi
137 ULTJ 2008 Ultra Jaya Milk Industries Tbk Makanan dan Minuman 138 ULTJ 2009 Ultra Jaya Milk Industries Tbk Makanan dan Minuman 139 ULTJ 2010 Ultra Jaya Milk Industries Tbk Makanan dan Minuman
140 UNIC 2008 Unggul Indah Cahaya Tbk Kimia dan produk yang berkaitan 141 UNIC 2009 Unggul Indah Cahaya Tbk Kimia dan produk yang berkaitan 142 UNIC 2010 Unggul Indah Cahaya Tbk Kimia dan produk yang berkaitan
143 UNTR 2008 United Tractor Tbk Otomotif
144 UNTR 2009 United TractorTbk Otomotif
145 UNTX 2009 Unitex Tbk Industri tekstil
146 UNVR 2008 Unilever tbk Barang konsumsi
147 UNVR 2009 Unilever tbk Barang konsumsi
148 UNVR 2010 Unilever tbk Barang konsumsi
149 MLIA 2009 Mulia Industrindo tbk Batu, tanah liat dan kaca 150 MLIA 2010 Mulia Industrindo tbk Batu, tanah liat dan kaca 151 VOKS 2008 Voksel lElekrik Tbk Industri kabel
Lampiran 3. Input Data SPSS
No. KODE TAHUN ROE (%) KPM (%) KPI (%) KI (%) TA (dlm rupiah penuh)
1 AKRA 2008 13.059700 0.24 71.11 33.33 4,874,850,950,000
2 AKRA 2009 15.778800 0.50 70.82 33.33 6,059,070,429,000
3 AKRA 2010 13.028600 0.63 59.24 33.33 7,665,590,356,000
4 ALMI 2009 5.674710 1.59 80.98 40.00 1,481,610,908,727
5 ALMI 2010 8.644280 1.60 83.83 40.00 1,504,154,332,712
6 AMFG 2008 15.245900 0.02 84.54 42.86 1,993,033,000,000
7 APLI 2009 19.368800 7.69 56.31 33.33 302,381,110,626
8 APLI 2010 10.746900 6.67 66.66 33.33 334,950,548,997
9 AUTO 2008 21.335500 0.07 93.91 33.33 3,981,316,000,000
10 AUTO 2009 23.942600 0.04 95.65 33.33 4,644,939,000,000
11 AUTO 2010 29.557900 0.07 95.65 30.00 5,585,852,000,000
12 ASII 2008 27.784200 0.03 50.11 50.00 80,740,000,000,000
13 ASII 2009 25.166700 0.04 50.11 50.00 88,938,000,000,000
14 ASII 2010 29.134000 0.04 50.11 45.45 112,857,000,000,000
15 AQUA 2008 14.157500 0.008 93.60 33.33 1,003,488,000,000
16 AQUA 2009 14.600500 0.008 94.35 33.33 1,147,206,000,000
17 BRAM 2010 12.508500 25.40 65.82 42.86 1,492,727,607,000
18 BRPT 2009 8.461878 0.43053487 72.20 60.00 16,375,286,000,000
19 BRNA 2010 17.263600 10.51 51.42 50.00 550,907,476,933
20 BTON 2008 37.696820 9.58 54.31 50.00 70,508,814,577
21 BTON 2009 14.526810 9.58 54.31 50.00 69,783,877,404
22 BTON 2010 11.467380 9.58 79.87 50.00 89,824,014,717
23 BUDI 2008 5.329401 1.00 50.50 40.00 1,698,750,000,000
24 CTBN 2008 21.296374 0.66 76.90 33.33 1,907,634,320,000
25 CTBN 2010 16.391130 0.03 80.92 40.00 2,463,078,681,000
26 DPNS 2009 6.607791 6.46 60.06 33.33 142,551,475,929
27 DPNS 2010 12.207570 6.87 61.69 33.33 175,682,792,596
28 DYNA 2008 0.000698 0.69 74.70 50.00 1,235,004,262,542
29 DYNA 2009 14.926580 0.69 74.37 50.00 1,290,590,949,137
30 ETWA 2008 248.052900 0.06 63.87 33.33 417,548,675,139
31 ETWA 2009 3.943634 0.06 55.96 33.33 535,796,571,465
32 ETWA 2010 12.587860 0.04 48.15 33.33 533,380,349,067
33 GJTL 2009 33.899110 0.08 61.84 42.86 8,877,146,000,000
34 GJTL 2010 23.553130 0.08 59.01 37.50 10,371,567,000,000
35 GGRM 2008 12.117150 1.74 72.12 60.00 24,072,959,000,000
36 GGRM 2009 18.882030 0.80 73.06 80.00 27,230,965,000,000
37 GGRM 2010 19.560550 0.80 75.55 75.00 30,741,679,000,000
38 HDTX 2010 0.217026 3.29 88.63 50.00 1,014,303,374,267
40 HEXA 2009 24.544561 0.202 76.215 33.33 1,939,758,147,000
41 HEXA 2010 25.731917 0.202 76.215 33.33 2,074,551,498,000
42 IGAR 2009 11.935920 0.00003429 67.51 33.33 317,808,701,451
43 IKAI 2008 0.963869 3.67 74.28 50.00 784,499,131,712
44 IKBI 2008 19.262400 0.10 93.06 40.00 636,408,514,847
45 IKBI 2009 5.835895 0.10 93.06 40.00 561,948,871,968
46 IKBI 2010 0.934223 0.10 93.06 40.00 600,820,329,651
47 IMAS 2008 8.035539 0.0001 93.10 37.50 5,578,514,465,713
48 IMAS 2009 26.888850 0.0001 93.10 42.86 5,093,148,275,101
49 IMAS 2010 35.125910 0.0001 93.37 42.86 7,985,019,561,240
50 INAF 2009 0.711582 0.02 80.66 33.33 728,034,877,647
51 INAF 2010 4.030833 0.02 80.66 50.00 733,957,862,391
52 INDF 2008 12.171074 0.06 50.05 30.00 39,594,264,000,000
53 INDF 2009 20.440766 0.05 50.05 30.00 40,382,953,000,000
54 INDF 2010 17.592588 0.06 50.05 30.00 47,275,955,000,000
55 INTA 2008 6.981772 5.43 86.50 33.33 1,137,218,196,524
56 INTA 2009 10.483301 5.76 86.50 33.33 1,039,510,978,420
57 INTA 2010 20.163154 3.53 82.21 33.33 1,634,903,848,219
58 JKSW 2009 -1.632260 1.33 59.23 50.00 270,966,547,227
59 JKSW 2010 -1.782217 1.33 59.23 50.00 289,987,562,836
60 JPRS 2008 18.221933 2.20 67.62 33.33 399,343,736,262
61 JPRS 2009 0.705726 15.53 68.42 50.00 353,951,009,577
62 JPRS 2010 9.477619 15.53 68.42 50.00 411,281,598,196
63 KAEF 2008 5.844677 0.27 90.03 60.00 1,445,669,799,639
64 KAEF 2009 6.280109 0.005 90.03 60.00 1,565,831,266,274
65 KAEF 2010 12.451745 0.005 90.03 60.00 1,657,291,834,312
66 KBLM 2009 0.759365 15.33 60.19 50.00 354,780,873,513
67 KBLM 2010 1.726430 6.40 69.35 50.00 403,194,715,268
68 KICI 2008 4.639562 5.00 75.00 33.33 86,218,216,167
69 KICI 2010 5.097991 5.00 75.00 33.33 85,942,208,666
70 KLBF 2008 19.512542 0.0206823 55.37 33.33 5,703,832,411,898
71 KLBF 2009 21.552422 0.0809816 56.74 33.33 6,482,446,670,172 72 KLBF 2010 23.937135 0.0809816 56.64 33.33 7,032,496,663,288
73 LION 2008 18.806600 0.18 57.70 33.33 253,141,852,363
74 LION 2009 14.755682 0.23 57.70 33.33 271,366,371,297
75 LION 2010 14.862278 0.23 57.70 33.33 303,899,974,798
76 LMPI 2008 0.654588 0.02 77.53 100.00 560,078,203,949
77 LMPI 2009 1.502054 0.01 77.53 50.00 540,513,720,495
78 LMPI 2010 0.695577 0.01 77.53 50.00 608,920,103,517
79 LMSH 2008 24.373605 25.60 32.20 33.33 61,987,805,413
81 LMSH 2010 15.711196 25.61 32.22 33.33 78,200,046,845
82 LTLS 2008 18.244662 3.64 63.03 40.00 3,494,853,000,000
83 LTLS 2009 11.256408 3.64 63.03 40.00 3,081,130,000,000
84 LTLS 2010 10.634146 3.64 63.03 40.00 3,591,139,000,000
85 MASA 2009 11.979527 1.87 50.00 60.00 2,536,045,000,000
86 MASA 2010 10.808312 1.87 44.70 50.00 3,038,412,000,000
87 MLIA 2009 -40.96645462 0.04 67.25 33.33 3,238,592,534,000
88 MLIA 2010 -324.54130410 0.04 67.25 33.33 4,532,299,525,000
89 MLPL 2009 6.977219 0.003 31.994 50.00 11,868,377,000,000
90 MLPL 2010 58.467930 0.001 37.612 50.00 14,016,686,000,000
91 MRAT 2009 6.642232 0.03 80.48 33.33 365,635,717,933
92 MRAT 2010 7.234951 0.03 80.24 33.33 386,352,442,915
93 MYTX 2009 57.931807 0.00001 79.72 50.00 1,803,398,349,671
94 NIPS 2008 1.257631 12.40 37.11 33.33 325,008,127,626
95 NIPS 2009 2.901693 12.40 37.11 33.33 314,477,779,213
96 NIPS 2010 8.546173 12.40 37.11 33.33 337,605,715,524
97 PICO 2008 8.606156 0.08 92.22 33.33 588,563,565,451
98 PICO 2009 7.738975 0.08 94.01 33.33 542,660,240,316
99 PICO 2010 6.869978 0.08 94.01 33.33 570,360,266,065
100 POLY 2009 -15.009889 0.0001 66.23 33.33 4,569,623,653,917
101 POLY 2010 -4.233648 0.0001 65.95 33.33 3,988,442,112,390
102 PRAS 2010 0.226433 5.91 45.24 33.33 461,968,722,867
103 PSDN 2008 10.161690 0.259 92.396 33.33 286,965,007,378
104 PSDN 2009 25.871160 0.259 92.396 33.33 353,628,509,667
105 PSDN 2010 9.338093 1.648 72.092 33.33 414,611,350,180
106 PYFA 2008 3.333973 23.08 53.85 33.33 98,655,309,435
107 PYFA 2009 5.166609 23.08 53.85 33.33 99,937,383,195
108 PYFA 2010 5.437607 23.08 53.85 33.33 100,586,999,230
109 SKLT 2008 4.242792 0.125084 96.00 33.33 201,003,449,401
110 SKLT 2009 11.282949 0.12 96.09 33.33 196,186,028,659
111 SKLT 2010 4.085776 0.12 96.09 33.33 199,375,442,469
112 SMSM 2008 16.746299 6.04331 69.94 33.33 929,753,183,773
113 SMSM 2009 26.686325 6.04331 58.13 33.33 941,651,276,002
114 SMSM 2010 28.961774 6.04331 58.13 33.33 1,067,103,249,531
115 SOBI 2008 26.205799 0.19 85.11 33.33 1,111,099,598,000
116 SOBI 2009 23.413040 0.43 87.15 33.33 1,262,528,507,000
117 SOBI 2010 9.073480 0.81 86.08 33.33 1,656,571,520,000
118 SRSN 2008 3.520795 0.00052277 78.38 33.33 392,937,045,000
119 SRSN 2009 11.619786 0.00052277 84.74 33.33 413,776,708,000
120 SRSN 2010 4.306754 0.00050616 85.32 33.33 364,004,769,000
122 STTP 2009 10.153629 7.40 56.76 33.33 548,720,445,825
123 STTP 2010 9.534096 4.24 56.76 50.00 649,273,975,548
124 SULI 2010 1.278651 1.21 52.35 40.00 1,955,535,689,750
125 TBLA 2008 7.126320 0.10 57.86 33.33 2,802,497,072,000
126 TBLA 2009 27.894787 0.10 57.85 33.33 2,786,340,214,000
127 TBLA 2010 19.985990 0.10 56.65 33.33 3,651,105,169,000
128 TBMS 2009 41.723246 0.05444547 86.23 40.00 996,064,870,315 129 TBMS 2010 2.704495 0.05444547 86.23 40.00 1,239,043,088,831
130 TCID 2008 14.072386 0.190 79.234 40.00 910,789,677,565
131 TCID 2009 14.147612 0.184 79.234 40.00 994,620,225,969
132 TCID 2010 13.858494 0.148 73.774 40.00 1,047,238,440,003
133 TIRA 2008 1.741612 0.012 96.456 33.33 228,581,820,317
134 TPIA 2009 27.039252 4.38 77.93 50.00 2,747,915,000,000
135 TPIA 2010 16.988524 4.15 78.42 40.00 3,003,086,000,000
136 TSPC 2008 14.342249 0.0271 95.10 66.67 2,967,057,055,450
137 TSPC 2009 14.943282 0.0568 95.11 66.67 3,263,102,915,008
138 TSPC 2010 18.773799 0.0810 95.03 66.67 3,589,595,911,220
139 ULTJ 2008 26.751096 11.33 46.82 33.33 1,740,646,379,006
140 ULTJ 2009 5.132067 17.97 37.32 33.33 1,732,701,994,634
141 ULTJ 2010 8.253247 17.97 37.12 33.33 2,006,595,762,260
142 UNIC 2008 3.012955 0.03885542 75.82 33.33 2,837,697,010,000 143 UNIC 2009 3.189196 0.03885542 75.82 33.33 2,148,010,884,000 144 UNIC 2010 2.787579 0.03885542 75.82 42.86 2,282,509,080,000
145 UNTX 2009 -22.188168 0.01 69.37 33.33 143,664,943,150
146 UNTR 2008 23.902587 0.00043103 59.50 37.50 22,847,721,000,000 147 UNTR 2009 27.575997 0.00061138 59.50 37.50 24,404,828,000,000
148 UNVR 2008 77.64479833 0.001 85.00 80.00 6,504,736,000,000
149 UNVR 2009 82.21052663 0.001 85.00 75.00 7,484,990,000,000
150 UNVR 2010 83.72358957 0.001 85.00 75.00 8,701,262,000,000
151 VOKS 2008 1.662456 1.23794754 38.97 33.33 1,165,127,832,542
152 YPAS 2008 15.775373 0.352 89.469 33.33 180,549,748,739
153 YPAS 2009 14.992078 0.352 89.469 33.33 191,136,146,962
154 YPAS 2010 16.111618 0.352 89.469 33.33 200,856,257,619
Catatan:
Lampiran. 4 Input Data Setelah Mengeluarkan Outlier
No. KODE TAHUN ROE (%) KPM (%) KPI (%) KI (%) TA (dlm rupiah penuh)
1 AKRA 2008 13.059700 0.24 71.11 33.33 4,874,850,950,000
2 AKRA 2009 15.778800 0.50 70.82 33.33 6,059,070,429,000
3 AKRA 2010 13.028600 0.63 59.24 33.33 7,665,590,356,000
4 ALMI 2009 5.674710 1.59 80.98 40.00 1,481,610,908,727
5 ALMI 2010 8.644280 1.60 83.83 40.00 1,504,154,332,712
6 AMFG 2008 15.245900 0.02 84.54 42.86 1,993,033,000,000
7 APLI 2009 19.368800 7.69 56.31 33.33 302,381,110,626
8 APLI 2010 10.746900 6.67 66.66 33.33 334,950,548,997
9 AUTO 2008 21.335500 0.07 93.91 33.33 3,981,316,000,000
10 AUTO 2009 23.942600 0.04 95.65 33.33 4,644,939,000,000
11 AUTO 2010 29.557900 0.07 95.65 30.00 5,585,852,000,000
12 ASII 2008 27.784200 0.03 50.11 50.00 80,740,000,000,000
13 ASII 2009 25.166700 0.04 50.11 50.00 88,938,000,000,000
14 ASII 2010 29.134000 0.04 50.11 45.45 112,857,000,000,000
15 AQUA 2008 14.157500 0.008 93.60 33.33 1,003,488,000,000
16 AQUA 2009 14.600500 0.008 94.35 33.33 1,147,206,000,000
17 BRAM 2010 12.508500 25.40 65.82 42.86 1,492,727,607,000
18 BRNA 2010 17.263600 10.51 51.42 50.00 550,907,476,933
19 BTON 2009 14.526810 9.58 54.31 50.00 69,783,877,404
20 BTON 2010 11.467380 9.58 79.87 50.00 89,824,014,717
21 BUDI 2008 5.329401 1.00 50.50 40.00 1,698,750,000,000
22 CTBN 2008 21.296374 0.66 76.90 33.33 1,907,634,320,000
23 CTBN 2010 16.391130 0.03 80.92 40.00 2,463,078,681,000
24 DPNS 2009 6.607791 6.46 60.06 33.33 142,551,475,929
25 DPNS 2010 12.207570 6.87 61.69 33.33 175,682,792,596
26 DYNA 2009 14.926580 0.69 74.37 50.00 1,290,590,949,137
27 ETWA 2009 3.943634 0.06 55.96 33.33 535,796,571,465
28 ETWA 2010 12.587860 0.04 48.15 33.33 533,380,349,067
29 GJTL 2010 23.553130 0.08 59.01 37.50 10,371,567,000,000
30 GGRM 2010 19.560550 0.80 75.55 75.00 30,741,679,000,000
31 HEXA 2009 24.544561 0.202 76.215 33.33 1,939,758,147,000
32 HEXA 2010 25.731917 0.202 76.215 33.33 2,074,551,498,000
33 IGAR 2009 11.935920 0.00003429 67.51 33.33 317,808,701,451
34 IKAI 2008 0.963869 3.67 74.28 50.00 784,499,131,712
35 IKBI 2008 19.262400 0.10 93.06 40.00 636,408,514,847
36 IKBI 2009 5.835895 0.10 93.06 40.00 561,948,871,968
37 IKBI 2010 0.934223 0.10 93.06 40.00 600,820,329,651
38 IMAS 2008 8.035539 0.0001 93.10 37.50 5,578,514,465,713
40 IMAS 2010 35.125910 0.0001 93.37 42.86 7,985,019,561,240
41 INAF 2009 0.711582 0.02 80.66 33.33 728,034,877,647
42 INAF 2010 4.030833 0.02 80.66 50.00 733,957,862,391
43 INDF 2008 12.171074 0.06 50.05 30.00 39,594,264,000,000
44 INDF 2009 20.440766 0.05 50.05 30.00 40,382,953,000,000
45 INDF 2010 17.592588 0.06 50.05 30.00 47,275,955,000,000
46 INTA 2008 6.981772 5.43 86.50 33.33 1,137,218,196,524
47 INTA 2009 10.483301 5.76 86.50 33.33 1,039,510,978,420
48 INTA 2010 20.163154 3.53 82.21 33.33 1,634,903,848,219
49 JKSW 2009 -1.632260 1.33 59.23 50.00 270,966,547,227
50 JKSW 2010 -1.782217 1.33 59.23 50.00 289,987,562,836
51 JPRS 2008 18.221933 2.20 67.62 33.33 399,343,736,262
52 JPRS 2010 9.477619 15.53 68.42 50.00 411,281,598,196
53 KAEF 2009 6.280109 0.005 90.03 60.00 1,565,831,266,274
54 KAEF 2010 12.451745 0.005 90.03 60.00 1,657,291,834,312
55 KBLM 2009 0.759365 15.33 60.19 50.00 354,780,873,513
56 KBLM 2010 1.726430 6.40 69.35 50.00 403,194,715,268
57 KICI 2008 4.639562 5.00 75.00 33.33 86,218,216,167
58 KICI 2010 5.097991 5.00 75.00 33.33 85,942,208,666
59 KLBF 2008 19.512542 0.0206823 55.37 33.33 5,703,832,411,898
60 KLBF 2009 21.552422 0.0809816 56.74 33.33 6,482,446,670,172 61 KLBF 2010 23.937135 0.0809816 56.64 33.33 7,032,496,663,288
62 LION 2008 18.806600 0.18 57.70 33.33 253,141,852,363
63 LION 2009 14.755682 0.23 57.70 33.33 271,366,371,297
64 LION 2010 14.862278 0.23 57.70 33.33 303,899,974,798
65 LMPI 2009 1.502054 0.01 77.53 50.00 540,513,720,495
66 LMPI 2010 0.695577 0.01 77.53 50.00 608,920,103,517
67 LMSH 2009 6.043146 25.61 32.22 33.33 72,830,915,980
68 LMSH 2010 15.711196 25.61 32.22 33.33 78,200,046,845
69 LTLS 2008 18.244662 3.64 63.03 40.00 3,494,853,000,000
70 LTLS 2009 11.256408 3.64 63.03 40.00 3,081,130,000,000
71 LTLS 2010 10.634146 3.64 63.03 40.00 3,591,139,000,000
72 MASA 2009 11.979527 1.87 50.00 60.00 2,536,045,000,000
73 MASA 2010 10.808312 1.87 44.70 50.00 3,038,412,000,000
74 MLPL 2009 6.977219 0.003 31.994 50.00 11,868,377,000,000
75 MRAT 2009 6.642232 0.03 80.48 33.33 365,635,717,933
76 MRAT 2010 7.234951 0.03 80.24 33.33 386,352,442,915
77 NIPS 2008 1.257631 12.40 37.11 33.33 325,008,127,626
78 NIPS 2009 2.901693 12.40 37.11 33.33 314,477,779,213
79 NIPS 2010 8.546173 12.40 37.11 33.33 337,605,715,524
81 PICO 2009 7.738975 0.08 94.01 33.33 542,660,240,316
82 PICO 2010 6.869978 0.08 94.01 33.33 570,360,266,065
83 PRAS 2010 0.226433 5.91 45.24 33.33 461,968,722,867
84 PSDN 2008 10.161690 0.259 92.396 33.33 286,965,007,378
85 PSDN 2010 9.338093 1.648 72.092 33.33 414,611,350,180
86 PYFA 2008 3.333973 23.08 53.85 33.33 98,655,309,435
87 PYFA 2009 5.166609 23.08 53.85 33.33 99,937,383,195
88 PYFA 2010 5.437607 23.08 53.85 33.33 100,586,999,230
89 SKLT 2008 4.242792 0.125084 96.00 33.33 201,003,449,401
90 SKLT 2009 11.282949 0.12 96.09 33.33 196,186,028,659
91 SKLT 2010 4.085776 0.12 96.09 33.33 199,375,442,469
92 SMSM 2008 16.746299 6.04331 69.94 33.33 929,753,183,773
93 SOBI 2008 26.205799 0.19 85.11 33.33 1,111,099,598,000
94 SOBI 2009 23.413040 0.43 87.15 33.33 1,262,528,507,000
95 SOBI 2010 9.073480 0.81 86.08 33.33 1,656,571,520,000
96 SRSN 2008 3.520795 0.00052277 78.38 33.33 392,937,045,000
97 SRSN 2009 11.619786 0.00052277 84.74 33.33 413,776,708,000
98 SRSN 2010 4.306754 0.00050616 85.32 33.33 364,004,769,000
99 STTP 2008 1.325263 0.02 56.76 33.33 626,749,784,472
100 STTP 2009 10.153629 7.40 56.76 33.33 548,720,445,825
101 STTP 2010 9.534096 4.24 56.76 50.00 649,273,975,548
102 SULI 2010 1.278651 1.21 52.35 40.00 1,955,535,689,750
103 TBLA 2008 7.126320 0.10 57.86 33.33 2,802,497,072,000
104 TBLA 2010 19.985990 0.10 56.65 33.33 3,651,105,169,000
105 TBMS 2010 2.704495 0.05444547 86.23 40.00 1,239,043,088,831
106 TCID 2008 14.072386 0.190 79.234 40.00 910,789,677,565
107 TCID 2009 14.147612 0.184 79.234 40.00 994,620,225,969
108 TCID 2010 13.858494 0.148 73.774 40.00 1,047,238,440,003
109 TIRA 2008 1.741612 0.012 96.456 33.33 228,581,820,317
110 TPIA 2009 27.039252 4.38 77.93 50.00 2,747,915,000,000
111 TPIA 2010 16.988524 4.15 78.42 40.00 3,003,086,000,000
112 TSPC 2008 14.342249 0.0271 95.10 66.67 2,967,057,055,450
113 TSPC 2009 14.943282 0.0568 95.11 66.67 3,263,102,915,008
114 TSPC 2010 18.773799 0.0810 95.03 66.67 3,589,595,911,220
115 ULTJ 2008 26.751096 11.33 46.82 33.33 1,740,646,379,006
116 ULTJ 2009 5.132067 17.97 37.32 33.33 1,732,701,994,634
117 ULTJ 2010 8.253247 17.97 37.12 33.33 2,006,595,762,260
122 UNTR 2009 27.575997 0.00061138 59.50 37.50 24,404,828,000,000 123 VOKS 2008 1.662456 1.23794754 38.97 33.33 1,165,127,832,542
124 YPAS 2008 15.775373 0.352 89.469 33.33 180,549,748,739
125 YPAS 2009 14.992078 0.352 89.469 33.33 191,136,146,962
Lampiran 5. Uji Asumsi Klasik 1. Statistik Deskriptif
1.1 Statistik Deskriptif Awal
N Minimum Maximum Mean Std. Deviation ROE 154 -324.54130 248.05290 13.4133470 36.63047718 KPM 154 .00001 25.61000 3.2096855 6.09001557 KPI 154 31.99 96.46 70.2978 17.35176 KI 154 30.00 100.00 40.7836 11.87246 SIZE 154 61987805413 112857000000000 5428739413822 14720274247420 Valid N (listwise) 154
1.2 Statistik Deskriptif Akhir
N Minimum Maximum Mean Std. Deviation ROE 126 -1.78222 35.12591 12.1339032 8.17566028 KPM 126 .00003 25.61000 3.3618875 6.17106809 KPI 126 31.99 96.46 70.3144 17.96484 KI 126 30.00 75.00 38.9513 8.91296 SIZE 126 69783877404 112857000000000 5486849464650 15942183768373 Valid N (listwise) 126
2. UjiNormalitas
2.1. Normalitas Awal
2.2. Normalitas Akhir
Unstandardized Residual N 126 Normal Parameters(a,b) Mean .0000000 Std. Deviation 6.67054186 Most Extreme Differences Absolute .101 Positive .101 Negative -.040 Kolmogorov-Smirnov Z 1.134 Asymp. Sig. (2-tailed) .152
3. Uji Multikolinearitas
4. Uji Heteroskedastisitas
5. Uji Autokorelasi
Model Unstandardized Coefficients
Standardized
Coefficients t Sig. Collinearity Statistics B Std. Error Beta Tolerance VIF 1 (Constant) -83.555 13.871 -6.024 .000
KPM .215 .131 .162 1.642 .103 .563 1.776 KPI .101 .042 .222 2.421 .017 .657 1.523 KI -.127 .070 -.138 -1.803 .074 .933 1.072 Ln_Size 3.343 .456 .651 7.328 .000 .696 1.436
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig. B Std. Error Beta
1 (Constant) 7.775 7.392 1.052 .295 KPM -.054 .070 -.092 -.769 .443 KPI -.013 .022 -.066 -.592 .555 KI -.049 .038 -.122 -1.311 .192 Ln_Size .030 .243 .013 .125 .901
Model R R Square
Adjusted R Square
Std. Error of
6. Regresi
6.1 Regresi Awal Sebelum Outlier Variables Entered/Removed(b)
Model Variables Entered Variables Removed Method 1 Ln_Size, KPI, KI, KPM(a) . Enter a All requested variables entered.
b Dependent Variable: ROE
Model Summary(b)
a Predictors: (Constant), Ln_Size, KPI, KI, KPM b Dependent Variable: ROE
ANOVA(b)
a Predictors: (Constant), Ln_Size, KPI, KI, KPM b Dependent Variable: ROE
Coefficients(a)
a Dependent Variable: ROE
Model R R Square Adjusted R Square Std. Error of the Estimate 1 .135(a) .018 -.008 36.77954164
Model Sum of Squares Df Mean Square F Sig. 1 Regression 3736.687 4 934.172 .691 .600(a)
Residual 201557.468 149 1352.735 Total 205294.154 153
Model
Unstandardized Coefficients
Standardized
Coefficients t Sig. B Std. Error Beta B Std. Error 1 (Constant) -20.227 68.872 -.294 .769
6.2 Regresi Berganda Variables Entered/Removed(b)
Model Variables Entered Variables Removed Method 1
SIZE, KI, KPM, KPI(a) . Enter a All requested variables entered.
b Dependent Variable: ROE
Model Summary(b)
Model R R Square Adjusted R Square Std. Error of the Estimate 1 .446(a) .199 .172 7.43781101 a Predictors: (Constant), SIZE, KI, KPM, KPI
b Dependent Variable: ROE
ANOVA(b)
Model Sum of Squares Df Mean Square F Sig. 1 Regression 1661.333 4 415.333 7.508 .000(a)
Residual 6693.845 121 55.321 Total 8355.178 125
a Predictors: (Constant), SIZE, KI, KPM, KPI b Dependent Variable: ROE
Coefficients(a)
a Dependent Variable: ROE
Residuals Statistics(a)
a Dependent Variable: ROE Model
Unstandardized Coefficients
Standardized
Coefficients t Sig. B Std. Error Beta
1 (Constant) 8.641 4.396 1.966 .052 KPM -.068 .130 -.051 -.521 .604 KPI .074 .046 .163 1.617 .108 KI -.071 .076 -.077 -.926 .356 SIZE 2.27E-013 .000 .443 4.915 .000
6.3 Data outlier
7. Uji goodness off fit test 7.1 Uji Adjusted R square
7.2 Uji Simultan
7.3 Uji Parsial
Model R R Square Adjusted R Square Std. Error of the Estimate 1 .446(a) .199 .172 7.43781101 Model Sum of Squares Df Mean Square F Sig. 1 Regression 1661.333 4 415.333 7.508 .000(a)
Residual 6693.845 121 55.321 Total 8355.178 125
Model
Unstandardized Coefficients
Standardized
Coefficients t Sig. B Std. Error Beta
