Results from DEAP Version 2.1 Instruction file = T17-ins.txt Data file = T17-dta.txt Input orientated DEA Scale assumption: CRS Slacks calculated using multi-stage method EFFICIENCY SUMMARY: firm te 1 1.000 2 0.992 3 0.941 4 1.000 5 0.887 6 0.879 7 0.885 8 0.941 9 0.908 10 0.887 11 1.000 12 0.887 13 0.819 14 0.876 15 0.871 16 0.939 17 0.873 18 1.000 19 0.835 20 0.857 21 0.895 22 0.828 23 0.780 24 0.787 25 0.842 26 0.961 27 1.000 28 0.872 29 0.818 30 0.946 31 0.847 32 0.860 33 0.858 34 0.760 35 0.920 36 0.777 37 0.846 38 0.815 mean 0.887 SUMMARY OF OUTPUT SLACKS: firm output: 1 1 0.000 2 0.000 3 0.000 4 0.000 5 0.000 6 0.000 7 0.000 8 0.000 9 0.000 10 0.000 11 0.000 12 0.000 13 0.000 14 0.000 15 0.000 16 0.000 17 0.000 18 0.000 19 0.000 20 0.000 21 0.000 22 0.000 23 0.000 24 0.000 25 0.000 26 0.000 27 0.000 28 0.000 29 0.000 30 0.000 31 0.000 32 0.000 33 0.000 34 0.000 35 0.000 36 0.000 37 0.000 38 0.000 mean 0.000 SUMMARY OF INPUT SLACKS: firm input: 1 2 3 1 0.000 0.000 0.000 2 0.000 0.000 1.155 3 0.000 0.560 0.000 4 0.000 0.000 0.000 5 0.005 0.206 0.000 6 0.000 2.755 0.000 7 1.213 0.107 0.000 8 0.019 0.000 0.000 9 0.005 0.856 0.000 10 0.027 0.512 0.000 11 0.000 0.000 0.000 12 0.022 1.092 0.000 13 0.019 1.306 0.000 14 0.030 1.396 0.000 15 0.031 0.327 0.000 16 0.000 0.000 0.000 17 0.008 0.118 0.000 18 0.000 0.000 0.000 19 0.022 0.130 0.000 20 0.035 0.165 0.000 21 0.000 0.000 0.000 22 0.022 14.637 0.000 23 0.015 1.014 0.000 24 0.025 5.403 0.000 25 0.031 8.736 0.000 26 0.000 0.000 0.000 27 0.000 0.000 0.000 28 0.015 0.766 0.000 29 0.044 0.253 0.000 30 0.000 0.000 0.537 31 0.000 1.534 0.000 32 0.017 0.917 0.000 33 0.009 0.000 0.000 34 0.027 3.990 0.000 35 0.000 0.000 0.000 36 0.025 1.649 0.000 37 0.025 4.061 0.000 38 0.033 2.709 0.000 mean 0.045 1.453 0.045 SUMMARY OF PEERS: firm peers: 1 1 2 11 1 3 1 4 4 5 1 6 1 4 7 1 8 1 18 9 1 10 1 11 11 12 1 13 1 14 1 15 1 16 18 1 27 17 1 18 18 19 1 20 1 21 18 1 27 22 1 23 1 24 1 25 1 26 18 1 27 27 27 28 1 29 1 30 1 27 31 1 4 32 1 33 18 27 34 1 35 18 1 27 36 1 37 1 38 1 SUMMARY OF PEER WEIGHTS: (in same order as above) firm peer weights: 1 1.000 2 0.201 0.828 3 1.015 4 1.000 5 0.974 6 0.245 0.687 7 0.946 8 0.884 0.093 9 0.954 10 0.946 11 1.000 12 0.963 13 0.951 14 0.940 15 0.939 16 0.170 0.545 0.251 17 0.958 18 1.000 19 0.889 20 0.878 21 0.118 0.429 0.387 22 0.872 23 0.851 24 0.831 25 0.897 26 0.246 0.096 0.614 27 1.000 28 0.906 29 0.901 30 0.504 0.444 31 0.619 0.244 32 0.906 33 0.526 0.338 34 0.849 35 0.324 0.118 0.477 36 0.836 37 0.868 38 0.860 PEER COUNT SUMMARY: (i.e., no. times each firm is a peer for another) firm peer count: 1 32 2 0 3 0 4 2 5 0 6 0 7 0 8 0 9 0 10 0 11 1 12 0 13 0 14 0 15 0 16 0 17 0 18 6 19 0 20 0 21 0 22 0 23 0 24 0 25 0 26 0 27 6 28 0 29 0 30 0 31 0 32 0 33 0 34 0 35 0 36 0 37 0 38 0 SUMMARY OF OUTPUT TARGETS: firm output: 1 1 33.721 2 34.151 3 34.237 4 34.142 5 32.852 6 31.734 7 31.886 8 32.830 9 32.176 10 31.894 11 31.089 12 32.463 13 32.057 14 31.714 15 31.664 16 31.193 17 32.298 18 32.488 19 29.994 20 29.593 21 29.593 22 29.396 23 28.697 24 28.016 25 30.240 26 29.140 27 29.142 28 30.541 29 30.377 30 29.945 31 29.218 32 30.557 33 26.913 34 28.644 35 28.398 36 28.186 37 29.262 38 29.003 SUMMARY OF INPUT TARGETS: firm input: 1 2 3 1 0.031 0.894 17.797 2 0.030 0.948 18.465 3 0.032 0.908 18.069 4 0.020 1.493 19.915 5 0.031 0.871 17.339 6 0.022 1.246 18.051 7 0.030 0.846 16.829 8 0.034 0.836 17.484 9 0.030 0.853 16.982 10 0.030 0.846 16.833 11 0.020 1.035 18.603 12 0.030 0.861 17.133 13 0.030 0.850 16.919 14 0.030 0.841 16.738 15 0.030 0.840 16.711 16 0.043 0.641 17.568 17 0.030 0.857 17.046 18 0.061 0.489 18.844 19 0.028 0.796 15.830 20 0.028 0.785 15.619 21 0.044 0.551 17.080 22 0.027 0.780 15.515 23 0.027 0.761 15.145 24 0.026 0.743 14.786 25 0.028 0.802 15.960 26 0.055 0.380 17.797 27 0.060 0.283 18.635 28 0.029 0.810 16.119 29 0.028 0.806 16.032 30 0.043 0.577 17.249 31 0.024 0.919 15.884 32 0.029 0.810 16.127 33 0.053 0.352 16.195 34 0.027 0.760 15.118 35 0.052 0.399 17.089 36 0.026 0.748 14.876 37 0.027 0.776 15.444 38 0.027 0.769 15.307 FIRM BY FIRM RESULTS: Results for firm: 1 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.721 0.000 0.000 33.721 input 1 0.031 0.000 0.000 0.031 input 2 0.894 0.000 0.000 0.894 input 3 17.797 0.000 0.000 17.797 LISTING OF PEERS: peer lambda weight 1 1.000 Results for firm: 2 Technical efficiency = 0.992 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 34.151 0.000 0.000 34.151 input 1 0.030 0.000 0.000 0.030 input 2 0.955 -0.008 0.000 0.948 input 3 19.776 -0.156 -1.155 18.465 LISTING OF PEERS: peer lambda weight 11 0.201 1 0.828 Results for firm: 3 Technical efficiency = 0.941 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 34.237 0.000 0.000 34.237 input 1 0.034 -0.002 0.000 0.032 input 2 1.560 -0.092 -0.560 0.908 input 3 19.205 -1.136 0.000 18.069 LISTING OF PEERS: peer lambda weight 1 1.015 Results for firm: 4 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 34.142 0.000 0.000 34.142 input 1 0.020 0.000 0.000 0.020 input 2 1.493 0.000 0.000 1.493 input 3 19.915 0.000 0.000 19.915 LISTING OF PEERS: peer lambda weight 4 1.000 Results for firm: 5 Technical efficiency = 0.887 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.852 0.000 0.000 32.852 input 1 0.040 -0.005 -0.005 0.031 input 2 1.215 -0.137 -0.206 0.871 input 3 19.548 -2.210 0.000 17.339 LISTING OF PEERS: peer lambda weight 1 0.974 Results for firm: 6 Technical efficiency = 0.879 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.734 0.000 0.000 31.734 input 1 0.025 -0.003 0.000 0.022 input 2 4.554 -0.553 -2.755 1.246 input 3 20.547 -2.495 0.000 18.051 LISTING OF PEERS: peer lambda weight 1 0.245 4 0.687 Results for firm: 7 Technical efficiency = 0.885 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.886 0.000 0.000 31.886 input 1 1.405 -0.162 -1.213 0.030 input 2 1.077 -0.124 -0.107 0.846 input 3 19.025 -2.196 0.000 16.829 LISTING OF PEERS: peer lambda weight 1 0.946 Results for firm: 8 Technical efficiency = 0.941 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.830 0.000 0.000 32.830 input 1 0.056 -0.003 -0.019 0.034 input 2 0.889 -0.053 0.000 0.836 input 3 18.588 -1.104 0.000 17.484 LISTING OF PEERS: peer lambda weight 1 0.884 18 0.093 Results for firm: 9 Technical efficiency = 0.908 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.176 0.000 0.000 32.176 input 1 0.039 -0.004 -0.005 0.030 input 2 1.883 -0.173 -0.856 0.853 input 3 18.705 -1.723 0.000 16.982 LISTING OF PEERS: peer lambda weight 1 0.954 Results for firm: 10 Technical efficiency = 0.887 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.894 0.000 0.000 31.894 input 1 0.064 -0.007 -0.027 0.030 input 2 1.531 -0.174 -0.512 0.846 input 3 18.988 -2.155 0.000 16.833 LISTING OF PEERS: peer lambda weight 1 0.946 Results for firm: 11 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.089 0.000 0.000 31.089 input 1 0.020 0.000 0.000 0.020 input 2 1.035 0.000 0.000 1.035 input 3 18.603 0.000 0.000 18.603 LISTING OF PEERS: peer lambda weight 11 1.000 Results for firm: 12 Technical efficiency = 0.887 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.463 0.000 0.000 32.463 input 1 0.059 -0.007 -0.022 0.030 input 2 2.202 -0.249 -1.092 0.861 input 3 19.318 -2.185 0.000 17.133 LISTING OF PEERS: peer lambda weight 1 0.963 Results for firm: 13 Technical efficiency = 0.819 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.057 0.000 0.000 32.057 input 1 0.059 -0.011 -0.019 0.030 input 2 2.633 -0.476 -1.306 0.850 input 3 20.656 -3.737 0.000 16.919 LISTING OF PEERS: peer lambda weight 1 0.951 Results for firm: 14 Technical efficiency = 0.876 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.714 0.000 0.000 31.714 input 1 0.068 -0.008 -0.030 0.030 input 2 2.554 -0.317 -1.396 0.841 input 3 19.110 -2.372 0.000 16.738 LISTING OF PEERS: peer lambda weight 1 0.940 Results for firm: 15 Technical efficiency = 0.871 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.664 0.000 0.000 31.664 input 1 0.070 -0.009 -0.031 0.030 input 2 1.339 -0.172 -0.327 0.840 input 3 19.176 -2.465 0.000 16.711 LISTING OF PEERS: peer lambda weight 1 0.939 Results for firm: 16 Technical efficiency = 0.939 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.193 0.000 0.000 31.193 input 1 0.045 -0.003 0.000 0.043 input 2 0.682 -0.042 0.000 0.641 input 3 18.706 -1.138 0.000 17.568 LISTING OF PEERS: peer lambda weight 18 0.170 1 0.545 27 0.251 Results for firm: 17 Technical efficiency = 0.873 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.298 0.000 0.000 32.298 input 1 0.044 -0.006 -0.008 0.030 input 2 1.116 -0.141 -0.118 0.857 input 3 19.516 -2.470 0.000 17.046 LISTING OF PEERS: peer lambda weight 1 0.958 Results for firm: 18 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.488 0.000 0.000 32.488 input 1 0.061 0.000 0.000 0.061 input 2 0.489 0.000 0.000 0.489 input 3 18.844 0.000 0.000 18.844 LISTING OF PEERS: peer lambda weight 18 1.000 Results for firm: 19 Technical efficiency = 0.835 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.994 0.000 0.000 29.994 input 1 0.060 -0.010 -0.022 0.028 input 2 1.108 -0.182 -0.130 0.796 input 3 18.952 -3.122 0.000 15.830 LISTING OF PEERS: peer lambda weight 1 0.889 Results for firm: 20 Technical efficiency = 0.857 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.593 0.000 0.000 29.593 input 1 0.073 -0.010 -0.035 0.028 input 2 1.108 -0.158 -0.165 0.785 input 3 18.220 -2.602 0.000 15.619 LISTING OF PEERS: peer lambda weight 1 0.878 Results for firm: 21 Technical efficiency = 0.895 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.593 0.000 0.000 29.593 input 1 0.049 -0.005 0.000 0.044 input 2 0.616 -0.065 0.000 0.551 input 3 19.082 -2.003 0.000 17.080 LISTING OF PEERS: peer lambda weight 18 0.118 1 0.429 27 0.387 Results for firm: 22 Technical efficiency = 0.828 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.396 0.000 0.000 29.396 input 1 0.059 -0.010 -0.022 0.027 input 2 18.617 -3.200 -14.637 0.780 input 3 18.735 -3.221 0.000 15.515 LISTING OF PEERS: peer lambda weight 1 0.872 Results for firm: 23 Technical efficiency = 0.780 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.697 0.000 0.000 28.697 input 1 0.054 -0.012 -0.015 0.027 input 2 2.276 -0.501 -1.014 0.761 input 3 19.423 -4.277 0.000 15.145 LISTING OF PEERS: peer lambda weight 1 0.851 Results for firm: 24 Technical efficiency = 0.787 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.016 0.000 0.000 28.016 input 1 0.065 -0.014 -0.025 0.026 input 2 7.808 -1.661 -5.403 0.743 input 3 18.783 -3.997 0.000 14.786 LISTING OF PEERS: peer lambda weight 1 0.831 Results for firm: 25 Technical efficiency = 0.842 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.240 0.000 0.000 30.240 input 1 0.070 -0.011 -0.031 0.028 input 2 11.322 -1.784 -8.736 0.802 input 3 18.945 -2.986 0.000 15.960 LISTING OF PEERS: peer lambda weight 1 0.897 Results for firm: 26 Technical efficiency = 0.961 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.140 0.000 0.000 29.140 input 1 0.057 -0.002 0.000 0.055 input 2 0.395 -0.015 0.000 0.380 input 3 18.521 -0.724 0.000 17.797 LISTING OF PEERS: peer lambda weight 18 0.246 1 0.096 27 0.614 Results for firm: 27 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.142 0.000 0.000 29.142 input 1 0.060 0.000 0.000 0.060 input 2 0.283 0.000 0.000 0.283 input 3 18.635 0.000 0.000 18.635 LISTING OF PEERS: peer lambda weight 27 1.000 Results for firm: 28 Technical efficiency = 0.872 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.541 0.000 0.000 30.541 input 1 0.050 -0.006 -0.015 0.029 input 2 1.807 -0.232 -0.766 0.810 input 3 18.487 -2.368 0.000 16.119 LISTING OF PEERS: peer lambda weight 1 0.906 Results for firm: 29 Technical efficiency = 0.818 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.377 0.000 0.000 30.377 input 1 0.089 -0.016 -0.044 0.028 input 2 1.294 -0.236 -0.253 0.806 input 3 19.600 -3.568 0.000 16.032 LISTING OF PEERS: peer lambda weight 1 0.901 Results for firm: 30 Technical efficiency = 0.946 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.945 0.000 0.000 29.945 input 1 0.045 -0.002 0.000 0.043 input 2 0.609 -0.033 0.000 0.577 input 3 18.796 -1.011 -0.537 17.249 LISTING OF PEERS: peer lambda weight 1 0.504 27 0.444 Results for firm: 31 Technical efficiency = 0.847 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.218 0.000 0.000 29.218 input 1 0.029 -0.004 0.000 0.024 input 2 2.895 -0.443 -1.534 0.919 input 3 18.751 -2.867 0.000 15.884 LISTING OF PEERS: peer lambda weight 1 0.619 4 0.244 Results for firm: 32 Technical efficiency = 0.860 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.557 0.000 0.000 30.557 input 1 0.053 -0.007 -0.017 0.029 input 2 2.008 -0.281 -0.917 0.810 input 3 18.752 -2.624 0.000 16.127 LISTING OF PEERS: peer lambda weight 1 0.906 Results for firm: 33 Technical efficiency = 0.858 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 26.913 0.000 0.000 26.913 input 1 0.071 -0.010 -0.009 0.053 input 2 0.411 -0.058 0.000 0.352 input 3 18.879 -2.683 0.000 16.195 LISTING OF PEERS: peer lambda weight 18 0.526 27 0.338 Results for firm: 34 Technical efficiency = 0.760 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.644 0.000 0.000 28.644 input 1 0.071 -0.017 -0.027 0.027 input 2 6.251 -1.501 -3.990 0.760 input 3 19.894 -4.776 0.000 15.118 LISTING OF PEERS: peer lambda weight 1 0.849 Results for firm: 35 Technical efficiency = 0.920 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.398 0.000 0.000 28.398 input 1 0.057 -0.005 0.000 0.052 input 2 0.434 -0.035 0.000 0.399 input 3 18.584 -1.495 0.000 17.089 LISTING OF PEERS: peer lambda weight 18 0.324 1 0.118 27 0.477 Results for firm: 36 Technical efficiency = 0.777 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.186 0.000 0.000 28.186 input 1 0.066 -0.015 -0.025 0.026 input 2 3.082 -0.686 -1.649 0.748 input 3 19.134 -4.258 0.000 14.876 LISTING OF PEERS: peer lambda weight 1 0.836 Results for firm: 37 Technical efficiency = 0.846 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.262 0.000 0.000 29.262 input 1 0.062 -0.010 -0.025 0.027 input 2 5.719 -0.882 -4.061 0.776 input 3 18.259 -2.816 0.000 15.444 LISTING OF PEERS: peer lambda weight 1 0.868 Results for firm: 38 Technical efficiency = 0.815 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.003 0.000 0.000 29.003 input 1 0.074 -0.014 -0.033 0.027 input 2 4.269 -0.790 -2.709 0.769 input 3 18.785 -3.479 0.000 15.307 LISTING OF PEERS: peer lambda weight 1 0.860