Repositori Institusi | Universitas Kristen Satya Wacana: Pengaruh Nilai Aset Tidak Berwujud, Biaya Research and Development, Intellectual Capital terhadap Kinerja Perusahaan pada Perusahaan Perbankan di BEI Tahun 2016-2020

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LAMPIRAN

Lampiran 1. Data Peneliti NO TAHUN KODE SAHAM

ASET TIDAK

BERWUJUD VAIC R&D PBV ATO DAR DER SIZE

X-1 X-2 X-3 Y VARIABEL

KONTROL VARIABEL

KONTROL VARIABEL KONTROL 1 2016 AGRS 6.715.000.000 1,30872 3.650.000.000 0,8271 0,06114 0,85899 6,09154 29,03219 2 2018 AMAR 403.348.000 1,82022 544.057.000 4,6494 0,12794 0,73827 2,82077 28,24973 3 2019 AMAR 320.975.000 2,27954 3.828.395.000 2,0949 0,21761 0,68765 2,20149 28,87012 4 2020 AMAR 266.197.000 1,49297 433.271.000 2,1172 0,15061 0,73705 2,80307 29,03171 5 2016 BABP 19.327.000.000 1,20864 4.023.000.000 0,7448 0,06246 0,85752 6,01866 30,20039 6 2018 BABP 24.565.000.000 1,53973 10.498.000.000 0,7541 0,07177 0,86826 6,59086 30,01563 7 2019 BABP 21.070.000.000 1,49341 9.772.000.000 0,8047 0,07591 0,85299 5,80232 29,99262 8 2020 BABP 40.914.000.000 1,51362 7.125.000.000 0,8078 0,06835 0,86688 6,51201 30,08658 9 2018 BBCA 679.331.000.000 4,14814 335.991.000.000 4,1819 0,06358 0,81601 4,43505 34,34615 10 2019 BBCA 1.377.452.000.000 4,29020 428.708.000.000 4,6850 0,06569 0,81051 4,27721 34,45430 11 2020 BBCA 1.629.620.000.000 4,26440 222.103.000.000 4,4730 0,05885 0,82826 4,82287 34,61163 12 2016 BBHI 5.726.525.553 1,35611 1.392.244.249 0,6246 0,07271 0,81452 4,39135 28,35298 13 2017 BBHI 4.759.374.007 1,42607 2.581.125.000 1,0200 0,06962 0,82092 4,58400 28,53070 14 2020 BBHI 4.598.452.704 2,70217 700.000.000 5,0609 0,04357 0,86582 6,45293 28,58139 15 2016 BBKP 242.963.000.000 3,07537 60.511.000.000 0,8332 0,06827 0,93444 14,25412 32,28884 16 2017 BBKP 249.311.000.000 1,49265 56.161.000.000 0,7853 0,06550 0,93650 14,74845 32,29863 17 2018 BBKP 226.337.000.000 1,81599 46.353.000.000 0,3651 0,05681 0,91014 10,12859 32,19165 18 2019 BBKP 247.890.000.000 1,74563 51.054.000.000 0,2902 0,05864 0,91118 10,25871 32,23883 19 2016 BBMD 3.294.805.299 4,63703 8.885.000.000 2,2648 0,07558 0,74671 2,94811 29,99074 20 2017 BBMD 4.716.253.693 4,42792 9.576.500.000 1,8064 0,06951 0,73920 2,83429 30,10063 21 2019 BBMD 9.774.888.856 2,10898 6.055.545.118 3,2575 0,06273 0,73020 2,70646 30,18827 22 2020 BBMD 7.292.696.769 3,01606 1.046.134.975 1,5149 0,06394 0,71686 2,53176 30,28142 23 2016 BBRI 51.915.000.000 4,33756 593.654.000.000 1,9422 0,08099 0,85372 5,83623 34,54241 24 2017 BBRI 51.915.000.000 3,42600 557.236.000.000 2,6561 0,07784 0,85157 5,73716 34,65873

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25 2018 BBRI 51.915.000.000 3,13134 633.758.000.000 2,4123 0,07602 0,85714 5,99984 34,79875 26 2019 BBRI 51.915.000.000 3,55422 724.583.000.000 2,5734 0,07490 0,85263 5,78575 34,88715 27 2020 BBRI 51.915.000.000 2,51972 365.787.000.000 2,5472 0,06738 0,86777 6,56237 34,95208 28 2016 BBYB 1.386.674.707 2,78175 2.463.795.318 2,8332 0,09445 0,84447 5,42977 29,05045 29 2017 BBYB 1.868.779.311 1,63259 3.546.481.407 2,7521 0,07889 0,86489 6,40145 29,24142 30 2019 BBYB 1.992.512.078 1,47498 5.218.865.946 1,8318 0,10078 0,81541 4,41745 29,26490 31 2020 BBYB 1.185.683.187 1,64677 1.078.422.510 1,7538 0,06663 0,79329 3,83779 29,32136 32 2017 BCIC 27.200.000.000 2,20066 9.660.000.000 0,9279 0,06827 0,91193 10,35417 30,47425 33 2019 BCIC 88.859.000.000 2,61837 2.415.000.000 3,0906 0,06264 0,91663 10,99504 30,48240 34 2016 BDMN 1.470.417.000.000 2,16036 150.450.000.000 0,9677 0,08988 0,79104 3,78550 32,79057 35 2017 BDMN 1.569.385.000.000 2,38614 141.386.000.000 1,6835 0,08955 0,78025 3,55061 32,81425 36 2018 BDMN 1.587.921.000.000 2,50157 150.500.000.000 1,7195 0,08787 0,77544 3,45310 32,86086 37 2019 BDMN 1.608.296.000.000 2,45511 125.505.000.000 0,8415 0,09084 0,76533 3,26126 32,89647 38 2020 BDMN 1.586.670.000.000 1,63701 38.509.000.000 0,6972 0,08259 0,78309 3,61016 32,93378 39 2018 BGTG 2.659.000.000 1,24634 1.707.000.000 0,8055 0,06240 0,74957 2,99319 29,13446 40 2019 BGTG 3.631.000.000 1,37217 2.814.000.000 0,6405 0,06340 0,76298 3,21907 29,20166 41 2020 BGTG 3.162.000.000 1,20380 621.000.000 0,7187 0,05373 0,78769 3,71016 29,31100 42 2018 BKSW 34.114.000.000 1,23314 6.646.000.000 0,7881 0,09248 0,77195 3,38499 30,65081 43 2019 BKSW 30.010.000.000 1,18759 6.480.000.000 0,7766 0,04932 0,79630 3,90915 30,76746 44 2017 BMAS 4.272.723.000 1,94136 2.464.079.000 1,4838 0,06280 0,80806 4,21000 29,43188 45 2018 BMAS 3.506.116.000 2,17126 2.952.507.000 1,3482 0,05768 0,82062 4,57491 29,53224 46 2019 BMAS 3.133.254.000 2,04506 2.670.630.000 1,2815 0,06040 0,83765 5,15948 29,65516 47 2020 BMAS 4.271.415.000 2,00855 1.733.309.000 1,4729 0,05528 0,87298 6,87263 29,94460 48 2016 BMRI 1.955.496.000.000 5,06195 588.480.000.000 1,7434 0,06716 0,85235 5,77256 34,57675 49 2017 BMRI 2.401.467.000.000 3,40493 650.741.000.000 2,1740 0,06253 0,84884 5,61565 34,65629 50 2018 BMRI 2.764.726.000.000 3,32453 588.540.000.000 1,8422 0,06296 0,84616 5,50005 34,72297 51 2019 BMRI 3.321.284.000.000 3,99850 560.741.000.000 1,6963 0,06340 0,84143 5,30636 34,81508 52 2020 BMRI 4.520.619.000.000 2,92875 305.827.000.000 1,5078 0,05657 0,86442 6,37546 34,89599 53 2016 BNGA 1.482.297.000.000 3,38661 175.285.000.000 0,6146 0,06348 0,85840 6,06193 33,11819 54 2017 BNGA 1.540.265.000.000 2,37467 192.640.000.000 0,9090 0,05787 0,86125 6,20699 33,21567 55 2018 BNGA 1.596.278.000.000 2,42698 194.771.000.000 0,5752 0,05319 0,85164 5,74021 33,21745 56 2019 BNGA 1.704.049.000.000 2,64394 199.549.000.000 0,5546 0,05368 0,84226 5,33959 33,24585

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57 2020 BNGA 1.765.210.000.000 2,38960 145.299.000.000 0,6030 0,04625 0,85387 5,84343 33,26918 58 2017 BNLI 485.283.000.000 1,68911 50.112.000.000 0,8066 0,04720 0,85498 5,89555 32,63045 59 2018 BNLI 498.426.000.000 1,82677 28.323.000.000 0,7728 0,05063 0,85315 5,80979 32,66076 60 2019 BNLI 516.952.000.000 2,19176 54.542.000.000 1,4610 0,05234 0,85112 5,71668 32,71522 61 2020 BNLI 560.917.000.000 1,84740 16.471.000.000 2,3906 0,04902 0,82263 4,63781 32,91790 62 2018 BRIS 1.676.682.000.000 1,50596 8.563.000.000 1,0046 0,06524 0,86742 6,54283 31,26637 63 2019 BRIS 1.597.231.000.000 1,34856 8.290.000.000 0,6239 0,06095 0,88201 7,47547 31,39509 64 2020 BRIS 1.094.012.000.000 1,82594 4.707.000.000 4,0515 0,06541 0,90567 9,60113 31,68655 65 2016 BSIM 228.869.000.000 2,33153 27.174.000.000 2,9263 0,06551 0,85653 5,96992 31,07120 66 2017 BSIM 270.604.000.000 2,13938 23.892.000.000 2,7583 0,06696 0,84067 5,27641 31,04560 67 2018 BSIM 623.776.000.000 1,17116 25.983.000.000 1,7196 0,06740 0,84206 5,33157 31,05687 68 2019 BSIM 628.023.000.000 1,71266 33.378.000.000 1,6164 0,06855 0,83385 5,01857 31,22996 69 2020 BSIM 463.152.000.000 1,77458 12.648.000.000 1,4394 0,05606 0,86423 6,36556 31,42903 70 2018 BSWD 3.321.291.777 1,41738 2.122.151.350 2,1289 0,05221 0,70996 2,44775 28,99117 71 2019 BSWD 2.953.087.144 2,11400 2.484.861.124 2,0719 0,05983 0,71022 2,45087 29,01917 72 2020 BSWD 1.676.206.298 3,08679 150.680.878 2,2749 0,04075 0,71578 2,51846 28,94511 73 2016 BTPN 635.375.000.000 2,63104 107.250.000.000 0,9357 0,09594 0,82147 4,60134 32,14595 74 2017 BTPN 769.062.000.000 1,95633 158.483.000.000 0,8269 0,10434 0,81987 4,55148 32,19004 75 2018 BTPN 940.830.000.000 2,57442 109.446.000.000 1,0605 0,10056 0,81567 4,42518 32,25520 76 2019 BTPN 1.068.542.000.000 2,56408 138.688.000.000 0,8329 0,10531 0,82673 4,77122 32,83300 77 2020 BTPN 1.040.599.000.000 2,17837 68.057.000.000 0,7610 0,06622 0,82003 4,55642 32,84141 78 2018 BTPS 45.734.000.000 3,11990 43.457.000.000 3,4251 0,21854 0,66801 2,01213 30,11920 79 2019 BTPS 66.794.000.000 3,30787 52.412.000.000 6,0099 0,22681 0,64940 1,85224 30,36429 80 2020 BTPS 102.308.000.000 2,57350 17.470.000.000 4,8650 0,17200 0,64230 1,79566 30,43043 81 2016 BVIC 5.076.230.000 2,58260 6.152.988.000 0,3183 0,06826 0,89899 8,89996 30,88912 82 2017 BVIC 6.036.697.000 2,81223 5.651.086.000 0,7124 0,06378 0,90126 9,12723 30,99229 83 2019 BVIC 7.546.157.000 1,81872 5.428.384.000 0,2493 0,05695 0,90194 9,19820 31,04732 84 2020 DNAR 59.983.240.913 1,25488 1.791.001.259 0,7852 0,05330 0,59811 1,48825 29,46762 85 2016 INPC 65.959.000.000 5,06358 15.958.000.000 0,2580 0,06737 0,83126 4,92623 30,89754 86 2017 INPC 58.638.000.000 1,45799 8.529.000.000 0,2775 0,06207 0,83742 5,15074 30,95343 87 2018 INPC 51.317.000.000 1,45642 10.747.000.000 0,2114 0,05738 0,82374 4,67355 30,89009 88 2020 INPC 36.606.000.000 1,51963 5.490.000.000 0,3031 0,04422 0,88340 7,57611 31,04963

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89 2020 MAYA 350.687.000.000 1,57848 14.097.000.000 4,0068 0,04778 0,86041 6,16390 32,15842 90 2016 MCOR 190.075.000.000 1,22714 9.615.000.000 1,0170 0,06757 0,80451 4,11538 30,13715 91 2017 MCOR 190.075.000.000 1,49368 7.606.000.000 1,4418 0,05890 0,84522 5,46075 30,39032 92 2018 MCOR 190.075.000.000 1,65235 3.288.000.000 0,9292 0,05542 0,84267 5,35591 30,40314 93 2019 MCOR 190.075.000.000 2,86296 5.128.000.000 0,7600 0,05382 0,85207 5,76016 30,56985 94 2020 MCOR 190.075.000.000 1,64203 1.610.000.000 0,8673 0,04274 0,76158 3,19424 30,85928 95 2016 MEGA 1.296.449.000 2,84556 36.002.000.000 1,4333 0,07620 0,82610 4,75033 31,88708 96 2017 MEGA 2.115.167.000 2,88386 53.939.000.000 1,7625 0,07676 0,84125 5,29923 32,04136 97 2018 MEGA 2.050.802.000 2,80184 55.951.000.000 2,4510 0,07079 0,83545 5,07734 32,05900 98 2019 MEGA 2.588.311.000 3,86217 47.698.000.000 2,8168 0,07283 0,84582 5,48613 32,24420 99 2020 MEGA 3.496.967.000 5,13142 29.250.000.000 2,7261 0,06989 0,83772 5,16222 32,35133 100 2016 NOBU 5.449.000.000 1,73770 8.566.000.000 2,5073 0,05117 0,85190 5,75217 29,82738 101 2017 NOBU 11.202.000.000 1,81680 10.844.000.000 3,0301 0,04554 0,87367 6,91588 30,03060 102 2018 NOBU 22.190.000.000 1,36891 10.779.000.000 3,1063 0,04938 0,88008 7,33864 30,09861 103 2019 NOBU 31.094.000.000 1,56503 13.115.000.000 2,6702 0,04999 0,88862 7,97798 30,20725 104 2020 NOBU 46.481.000.000 1,67118 2.461.000.000 2,3849 0,04431 0,88937 8,03898 30,25118 105 2016 PNBN 130.471.000.000 3,65626 45.128.000.000 0,5227 0,06630 0,82829 4,82370 32,92521 106 2017 PNBN 138.176.000.000 2,55312 43.646.000.000 0,7489 0,06220 0,83006 4,88452 32,99485 107 2018 PNBN 119.975.000.000 3,65870 45.380.000.000 0,6698 0,06186 0,80335 4,08513 32,96473 108 2019 PNBN 145.333.000.000 3,60158 37.744.000.000 0,7161 0,06277 0,78966 3,75426 32,98424 109 2020 PNBN 214.431.000.000 4,25097 16.080.000.000 0,5349 0,06076 0,78236 3,59472 33,01582 110 2016 PNBS 2.918.340.000 78,68182 1.122.680.000 0,9912 0,06225 0,86436 6,37239 29,80098 111 2018 PNBS 11.443.965.000 62,07054 5.841.287.000 0,7108 0,05189 0,80847 4,22100 29,79561 112 2019 PNBS 6.650.332.000 56,73058 553.713.000 0,6999 0,05180 0,84783 5,57153 30,04119 113 2016 SDRA 361.976.000.000 2,71919 15.146.000.000 1,3089 0,06407 0,80505 4,12946 30,75033 114 2017 SDRA 369.667.000.000 3,08246 14.808.000.000 0,9495 0,06159 0,77454 3,43532 30,93006 115 2018 SDRA 349.613.000.000 3,90503 12.591.000.000 0,8554 0,05900 0,77894 3,52360 31,01987 116 2019 SDRA 325.626.000.000 3,79403 11.679.000.000 0,7797 0,05760 0,81225 4,32621 31,24033 117 2020 SDRA 302.039.000.000 3,86433 6.267.000.000 0,6631 0,04791 0,80893 4,23368 31,27003 118 2016 BNBA 1.582.350.932 2,19634 4.817.074.213 0,3527 0,07091 0,81791 4,49190 29,59409 119 2017 BNBA 588.076.398 2,27498 4.592.025.022 0,4497 0,06392 0,80572 4,14714 29,57903 120 2018 BNBA 2.346.057.885 2,92789 6.175.459.419 0,4253 0,06055 0,79516 3,88192 29,61852

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121 2019 BNBA 4.574.210.831 1,79806 5.074.283.618 0,4833 0,05886 0,79972 3,99303 29,66018 122 2020 BNBA 6.652.236.482 1,62822 1.440.156.593 0,5727 0,05557 0,80237 4,06002 29,66409 123 2016 BNII 249.899.000.000 3,38630 84.710.000.000 1,1832 0,08517 0,88437 7,64849 32,74709 124 2017 BNII 235.600.000.000 2,44094 79.374.000.000 0,8523 0,06922 0,88009 7,33950 32,78578 125 2018 BNII 186.341.000.000 2,82656 89.552.000.000 0,6187 0,06510 0,85867 6,07565 32,81018 126 2019 BNII 229.100.000.000 2,47572 101.182.000.000 0,5817 0,06891 0,84218 5,33627 32,76141 127 2020 BNII 212.705.000.000 2,17750 45.675.000.000 0,9578 0,05949 0,84284 5,36302 32,78561

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Lampiran 2. Perusahaan Yang Menjadi Objek

NO TAHUN KODE

SAHAM NAMA PERUSAHAAN

1 2016 AGRS PT Bank IBK Indonesia, Tbk.

2 2018 AMAR PT Bank Amar Indonesia Tbk.

5 2016 BABP PT Bank MNC Internasional Tbk.

9 2018 BBCA PT Bank Central Asia Tbk.

12 2016 BBHI PT Allo Bank Indonesia Tbk.

15 2016 BBKP PT Bank KB Bukopin Tbk.

19 2016 BBMD PT Bank Mestika Dharma Tbk.

23 2016 BBRI PT Bank Rakyat Indonesia Tbk.

28 2016 BBYB PT Bank Neo Commerce Tbk.

32 2017 BCIC PT Bank JTrust Indonesia Tbk.

33 2019 BCIC PT Bank JTrust Indonesia Tbk.

34 2016 BDMN PT Bank Danamon Indonesia Tbk.

39 2018 BGTG PT Bank Ganesha Tbk.

42 2018 BKSW PT Bank QNB Indonesia Tbk.

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43 2019 BKSW PT Bank QNB Indonesia Tbk.

44 2017 BMAS Bank Maspion Indonesia Tbk.

48 2016 BMRI PT Bank Mandiri (Persero) Tbk.

53 2016 BNGA PT Bank CIMB Niaga Tbk.

58 2017 BNLI PT Bank Permata Tbk.

62 2018 BRIS PT Bank Syariah Indonesia Tbk.

65 2016 BSIM PT Bank Syariah Indonesia Tbk.

70 2018 BSWD PT Bank of India Indonesia Tbk.

73 2016 BTPN PT Bank BTPN Tbk.

78 2018 BTPS PT Bank BTPN Syariah Tbk.

81 2016 BVIC PT Victoria Investama Tbk.

84 2020 DNAR PT Bank Oke Indonesia Tbk.

85 2016 INPC PT Bank Artha Graha Internasional Tbk.

89 2020 MAYA PT Bank Mayapada Internasional Tbk.

90 2016 MCOR PT Bank China Construction Bank Indonesia Tbk.

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95 2016 MEGA PT Bank Mega Tbk.

100 2016 NOBU PT Bank Nationalnobu Tbk.

105 2016 PNBN PT Bank Pan Indonesia Tbk.

110 2016 PNBS PT Bank Panin Dubai Syariah Tbk.

113 2016 SDRA PT Bank Woori Saudara Indonesia 1906 Tbk.

118 2016 BNBA PT Bank Bumi Arta Tbk.

123 2016 BNII PT Bank Maybank Indonesia Tbk.

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Lampiran 3. Statistik Dekriptif

Descriptive Statistics

N Minimum Maximum Mean Std. Deviation

ATB 127 19.40 29.14 24.7983 2.49878

VAIC 127 1.17 78.68 3.9345 9.81882

RnD 127 18.80 27.30 23.5677 1.89590

ATO 127 .04 .23 .0706 .03000

DAR 127 .60 .94 .8240 .05894

DER 127 1.49 14.75 5.3136 2.18042

Size 127 28.25 34.95 31.3539 1.75411

PBV 127 .21 6.01 1.5524 1.18530

Valid N (listwise) 127

Lampiran 4. Uji Normalitas

One-Sample Kolmogorov-Smirnov

Unstandardized Residual

N 127^c

Exponential parameter.^a,b Mean .0618511 Most Extreme Differences Absolute .067

Positive .067

Negative -.025

Kolmogorov-Smirnov Z .939

Asymp. Sig. (2-tailed) .342

a. Test Distribution is Exponential.

b. Calculated from data.

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Lampiran 5. Uji Multikolinieritas

Coefficients^a

Model

Unstandardized Coefficients

Standardized Coefficients

t Sig.

Collinearity Statistics

B Std. Error Beta Tolerance VIF

1 (Constant) 6.828 3.848 1.774 .079

ATB -1.093E-13 .000 -.069 -.656 .513 .614 1.629

VAIC -.006 .010 -.053 -.642 .522 .977 1.024

RnD 2.740E-12 .000 .365 2.875 .005 .418 2.393

ATO 11.282 3.929 .285 2.872 .005 .683 1.465

DAR -3.918 3.984 -.195 -.983 .327 .171 5.832

DER .082 .096 .150 .848 .398 .214 4.667

Size -.109 .095 -.162 -1.148 .253 .338 2.956

a. Dependent Variable: PBV

Lampiran 6. Heterokedastisitas

Coefficients^a

Model

t Sig.

B Std. Error Beta

1 (Constant) 2.143 2.414 .888 .376

ATB -3.155E-14 .000 -.034 -.302 .763

VAIC -.009 .006 -.131 -1.451 .149

RnD -9.014E-14 .000 -.021 -.151 .880

ATO 2.362 2.464 .103 .959 .340

DAR -1.839 2.499 -.158 -.736 .463

DER .086 .060 .274 1.425 .157

Size -.012 .060 -.032 -.208 .836

a. Dependent Variable: Abs_Res

Lampiran 7. Uji Autokorelasi

Model Summary^b

Model R R Square

Adjusted R Square

Std. Error of the

Estimate Durbin-Watson

1 .669^a .448 .416 1.09133 2.107

a. Predictors: (Constant), Size, VAIC, ATO, DER, ATB, RnD, DAR b. Dependent Variable: PBV

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Lampiran 8. Uji R-Square

Lampiran 9. Uji F

Lampiran 10. Uji T

Coefficients^a

Model

t Sig.

B Std. Error Beta

1 (Constant) .256 .114 2.249 .026

ATB .057 .008 .464 6.746 .000

VAIC .006 .001 .334 4.691 .000

RnD .009 .003 .216 3.113 .002

ATO .070 .147 .038 .472 .638

DAR -.148 .078 .157 1.886 .062

DER -.003 .001 .181 2.509 .013

Size -.004 .002 -.128 -1.765 .080

Model Summary

Model R R Square

Adjusted R Square

Std. Error of the Estimate

1 .669^a .448 .416 .04234

a. Predictors: (Constant), Size, RnD, ATB, VAIC, ATO, DER, DAR

ANOVA^a

Model Sum of Squares df Mean Square F Sig.

1 Regression .173 7 .025 13.800 .000^b

Residual .213 119 .002

Total .387 126

b. Predictors: (Constant), Size, RnD, ATB, VAIC, ATO, DER, DAR