Results from DEAP Version 2.1 Instruction file = T14-ins.txt Data file = T14-dta.txt Input orientated DEA Scale assumption: CRS Slacks calculated using multi-stage method EFFICIENCY SUMMARY: firm te 1 1.000 2 0.902 3 0.937 4 0.897 5 0.891 6 0.807 7 0.880 8 0.896 9 0.912 10 0.882 11 0.838 12 0.912 13 0.873 14 0.889 15 0.892 16 0.903 17 0.889 18 0.918 19 0.831 20 0.809 21 0.816 22 0.828 23 0.769 24 0.791 25 0.831 26 0.836 27 0.840 28 0.873 29 0.816 30 0.868 31 0.808 32 1.000 33 0.755 34 0.786 35 0.808 36 0.788 37 0.842 38 0.824 mean 0.859 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 0.001 0.176 0.000 3 0.000 1.922 0.000 4 0.000 0.190 0.000 5 0.002 0.000 0.000 6 0.000 5.284 0.000 7 0.434 0.000 0.000 8 0.028 0.138 0.000 9 0.020 0.000 0.000 10 0.072 0.830 0.000 11 0.001 2.980 0.000 12 0.011 1.582 0.000 13 0.029 0.634 0.000 14 0.057 0.977 0.000 15 0.060 0.000 0.000 16 0.047 0.000 0.000 17 0.038 0.000 0.000 18 0.047 0.000 0.000 19 0.035 0.000 0.000 20 0.029 0.447 0.000 21 0.053 0.000 0.000 22 0.036 6.926 0.000 23 0.016 1.524 0.000 24 0.024 27.677 0.000 25 0.010 1.176 0.000 26 0.035 0.000 0.000 27 0.045 0.000 0.000 28 0.018 0.623 0.000 29 0.077 0.000 0.000 30 0.058 0.000 0.000 31 0.011 2.090 0.000 32 0.000 0.000 0.000 33 0.044 0.976 0.000 34 0.024 0.270 0.000 35 0.030 0.646 0.000 36 0.039 1.565 0.000 37 0.065 3.767 0.000 38 0.031 6.426 0.000 mean 0.040 1.811 0.000 SUMMARY OF PEERS: firm peers: 1 1 2 1 3 1 32 4 32 1 5 1 32 6 1 32 7 32 1 8 1 9 1 32 10 1 11 1 12 1 13 1 14 1 15 1 32 16 32 1 17 32 1 18 32 1 19 1 32 20 1 21 1 32 22 1 23 1 24 1 25 1 26 32 1 27 32 1 28 1 29 1 32 30 1 32 31 1 32 32 33 1 34 1 35 1 36 1 37 1 38 1 SUMMARY OF PEER WEIGHTS: (in same order as above) firm peer weights: 1 1.000 2 1.019 3 0.971 0.053 4 0.463 0.588 5 0.945 0.046 6 0.594 0.361 7 0.057 0.900 8 0.971 9 0.955 0.019 10 0.952 11 0.929 12 1.011 13 0.975 14 0.948 15 0.174 0.836 16 0.784 0.228 17 0.695 0.330 18 0.478 0.540 19 0.513 0.404 20 0.886 21 0.049 0.900 22 0.888 23 0.837 24 0.838 25 0.912 26 0.421 0.485 27 0.632 0.298 28 0.911 29 0.191 0.791 30 0.045 0.934 31 0.857 32 1.000 33 0.813 34 0.858 35 0.865 36 0.843 37 0.887 38 0.852 PEER COUNT SUMMARY: (i.e., no. times each firm is a peer for another) firm peer count: 1 36 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 20 0 21 0 22 0 23 0 24 0 25 0 26 0 27 0 28 0 29 0 30 0 31 0 32 16 33 0 34 0 35 0 36 0 37 0 38 0 SUMMARY OF OUTPUT TARGETS: firm output: 1 1 33.257 2 33.904 3 33.867 4 33.480 5 32.804 6 30.626 7 31.626 8 32.297 9 32.305 10 31.674 11 30.897 12 33.631 13 32.424 14 31.532 15 30.889 16 31.148 17 31.856 18 32.349 19 29.177 20 29.465 21 28.672 22 29.535 23 27.827 24 27.856 25 30.345 26 28.773 27 28.894 28 30.286 29 30.136 30 29.564 31 28.508 32 30.056 33 27.031 34 28.522 35 28.781 36 28.045 37 29.515 38 28.327 SUMMARY OF INPUT TARGETS: firm input: 1 2 3 1 0.035 2.343 17.316 2 0.036 2.388 17.653 3 0.034 2.308 17.670 4 0.022 1.676 17.751 5 0.033 2.243 17.111 6 0.022 1.625 16.195 7 0.032 2.144 16.506 8 0.034 2.275 16.816 9 0.033 2.248 16.833 10 0.033 2.231 16.491 11 0.033 2.176 16.087 12 0.035 2.369 17.511 13 0.034 2.284 16.882 14 0.033 2.221 16.418 15 0.009 0.945 16.659 16 0.010 1.039 16.758 17 0.014 1.220 17.066 18 0.020 1.574 17.173 19 0.019 1.461 15.470 20 0.031 2.076 15.341 21 0.005 0.694 15.549 22 0.031 2.080 15.378 23 0.029 1.960 14.489 24 0.029 1.962 14.504 25 0.032 2.138 15.800 26 0.018 1.407 15.271 27 0.012 1.105 15.479 28 0.032 2.133 15.769 29 0.009 0.958 16.236 30 0.005 0.707 16.037 31 0.030 2.008 14.843 32 0.003 0.644 16.339 33 0.028 1.904 14.074 34 0.030 2.009 14.851 35 0.030 2.027 14.985 36 0.030 1.976 14.602 37 0.031 2.079 15.367 38 0.030 1.995 14.749 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 33.257 0.000 0.000 33.257 input 1 0.035 0.000 0.000 0.035 input 2 2.343 0.000 0.000 2.343 input 3 17.316 0.000 0.000 17.316 LISTING OF PEERS: peer lambda weight 1 1.000 Results for firm: 2 Technical efficiency = 0.902 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.904 0.000 0.000 33.904 input 1 0.040 -0.004 -0.001 0.036 input 2 2.842 -0.277 -0.176 2.388 input 3 19.561 -1.908 0.000 17.653 LISTING OF PEERS: peer lambda weight 1 1.019 Results for firm: 3 Technical efficiency = 0.937 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.867 0.000 0.000 33.867 input 1 0.036 -0.002 0.000 0.034 input 2 4.515 -0.285 -1.922 2.308 input 3 18.859 -1.190 0.000 17.670 LISTING OF PEERS: peer lambda weight 1 0.971 32 0.053 Results for firm: 4 Technical efficiency = 0.897 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.480 0.000 0.000 33.480 input 1 0.025 -0.003 0.000 0.022 input 2 2.079 -0.214 -0.190 1.676 input 3 19.785 -2.033 0.000 17.751 LISTING OF PEERS: peer lambda weight 32 0.463 1 0.588 Results for firm: 5 Technical efficiency = 0.891 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.804 0.000 0.000 32.804 input 1 0.039 -0.004 -0.002 0.033 input 2 2.517 -0.274 0.000 2.243 input 3 19.203 -2.092 0.000 17.111 LISTING OF PEERS: peer lambda weight 1 0.945 32 0.046 Results for firm: 6 Technical efficiency = 0.807 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.626 0.000 0.000 30.626 input 1 0.027 -0.005 0.000 0.022 input 2 8.557 -1.648 -5.284 1.625 input 3 20.059 -3.864 0.000 16.195 LISTING OF PEERS: peer lambda weight 1 0.594 32 0.361 Results for firm: 7 Technical efficiency = 0.880 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.626 0.000 0.000 31.626 input 1 0.529 -0.063 -0.434 0.032 input 2 2.435 -0.291 0.000 2.144 input 3 18.746 -2.240 0.000 16.506 LISTING OF PEERS: peer lambda weight 32 0.057 1 0.900 Results for firm: 8 Technical efficiency = 0.896 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.297 0.000 0.000 32.297 input 1 0.069 -0.007 -0.028 0.034 input 2 2.694 -0.281 -0.138 2.275 input 3 18.777 -1.961 0.000 16.816 LISTING OF PEERS: peer lambda weight 1 0.971 Results for firm: 9 Technical efficiency = 0.912 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.305 0.000 0.000 32.305 input 1 0.058 -0.005 -0.020 0.033 input 2 2.464 -0.216 0.000 2.248 input 3 18.449 -1.616 0.000 16.833 LISTING OF PEERS: peer lambda weight 1 0.955 32 0.019 Results for firm: 10 Technical efficiency = 0.882 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.674 0.000 0.000 31.674 input 1 0.119 -0.014 -0.072 0.033 input 2 3.471 -0.410 -0.830 2.231 input 3 18.702 -2.210 0.000 16.491 LISTING OF PEERS: peer lambda weight 1 0.952 Results for firm: 11 Technical efficiency = 0.838 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.897 0.000 0.000 30.897 input 1 0.040 -0.006 -0.001 0.033 input 2 6.154 -0.998 -2.980 2.176 input 3 19.199 -3.112 0.000 16.087 LISTING OF PEERS: peer lambda weight 1 0.929 Results for firm: 12 Technical efficiency = 0.912 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.631 0.000 0.000 33.631 input 1 0.051 -0.005 -0.011 0.035 input 2 4.333 -0.382 -1.582 2.369 input 3 19.203 -1.692 0.000 17.511 LISTING OF PEERS: peer lambda weight 1 1.011 Results for firm: 13 Technical efficiency = 0.873 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.424 0.000 0.000 32.424 input 1 0.072 -0.009 -0.029 0.034 input 2 3.342 -0.424 -0.634 2.284 input 3 19.338 -2.456 0.000 16.882 LISTING OF PEERS: peer lambda weight 1 0.975 Results for firm: 14 Technical efficiency = 0.889 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.532 0.000 0.000 31.532 input 1 0.102 -0.011 -0.057 0.033 input 2 3.597 -0.398 -0.977 2.221 input 3 18.462 -2.044 0.000 16.418 LISTING OF PEERS: peer lambda weight 1 0.948 Results for firm: 15 Technical efficiency = 0.892 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.889 0.000 0.000 30.889 input 1 0.077 -0.008 -0.060 0.009 input 2 1.060 -0.115 0.000 0.945 input 3 18.683 -2.024 0.000 16.659 LISTING OF PEERS: peer lambda weight 1 0.174 32 0.836 Results for firm: 16 Technical efficiency = 0.903 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.148 0.000 0.000 31.148 input 1 0.063 -0.006 -0.047 0.010 input 2 1.150 -0.112 0.000 1.039 input 3 18.563 -1.804 0.000 16.758 LISTING OF PEERS: peer lambda weight 32 0.784 1 0.228 Results for firm: 17 Technical efficiency = 0.889 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.856 0.000 0.000 31.856 input 1 0.058 -0.006 -0.038 0.014 input 2 1.372 -0.152 0.000 1.220 input 3 19.196 -2.130 0.000 17.066 LISTING OF PEERS: peer lambda weight 32 0.695 1 0.330 Results for firm: 18 Technical efficiency = 0.918 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.349 0.000 0.000 32.349 input 1 0.074 -0.006 -0.047 0.020 input 2 1.714 -0.141 0.000 1.574 input 3 18.706 -1.534 0.000 17.173 LISTING OF PEERS: peer lambda weight 32 0.478 1 0.540 Results for firm: 19 Technical efficiency = 0.831 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.177 0.000 0.000 29.177 input 1 0.065 -0.011 -0.035 0.019 input 2 1.757 -0.297 0.000 1.461 input 3 18.611 -3.141 0.000 15.470 LISTING OF PEERS: peer lambda weight 1 0.513 32 0.404 Results for firm: 20 Technical efficiency = 0.809 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.465 0.000 0.000 29.465 input 1 0.074 -0.014 -0.029 0.031 input 2 3.117 -0.594 -0.447 2.076 input 3 18.952 -3.610 0.000 15.341 LISTING OF PEERS: peer lambda weight 1 0.886 Results for firm: 21 Technical efficiency = 0.816 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.672 0.000 0.000 28.672 input 1 0.070 -0.013 -0.053 0.005 input 2 0.851 -0.156 0.000 0.694 input 3 19.052 -3.503 0.000 15.549 LISTING OF PEERS: peer lambda weight 1 0.049 32 0.900 Results for firm: 22 Technical efficiency = 0.828 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.535 0.000 0.000 29.535 input 1 0.082 -0.014 -0.036 0.031 input 2 10.881 -1.875 -6.926 2.080 input 3 18.579 -3.201 0.000 15.378 LISTING OF PEERS: peer lambda weight 1 0.888 Results for firm: 23 Technical efficiency = 0.769 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.827 0.000 0.000 27.827 input 1 0.058 -0.013 -0.016 0.029 input 2 4.529 -1.045 -1.524 1.960 input 3 18.835 -4.346 0.000 14.489 LISTING OF PEERS: peer lambda weight 1 0.837 Results for firm: 24 Technical efficiency = 0.791 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.856 0.000 0.000 27.856 input 1 0.068 -0.014 -0.024 0.029 input 2 37.452 -7.813 -27.677 1.962 input 3 18.327 -3.823 0.000 14.504 LISTING OF PEERS: peer lambda weight 1 0.838 Results for firm: 25 Technical efficiency = 0.831 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.345 0.000 0.000 30.345 input 1 0.050 -0.009 -0.010 0.032 input 2 3.987 -0.673 -1.176 2.138 input 3 19.011 -3.211 0.000 15.800 LISTING OF PEERS: peer lambda weight 1 0.912 Results for firm: 26 Technical efficiency = 0.836 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.773 0.000 0.000 28.773 input 1 0.064 -0.010 -0.035 0.018 input 2 1.683 -0.276 0.000 1.407 input 3 18.268 -2.996 0.000 15.271 LISTING OF PEERS: peer lambda weight 32 0.421 1 0.485 Results for firm: 27 Technical efficiency = 0.840 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.894 0.000 0.000 28.894 input 1 0.069 -0.011 -0.045 0.012 input 2 1.315 -0.210 0.000 1.105 input 3 18.426 -2.947 0.000 15.479 LISTING OF PEERS: peer lambda weight 32 0.632 1 0.298 Results for firm: 28 Technical efficiency = 0.873 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.286 0.000 0.000 30.286 input 1 0.057 -0.007 -0.018 0.032 input 2 3.158 -0.402 -0.623 2.133 input 3 18.071 -2.302 0.000 15.769 LISTING OF PEERS: peer lambda weight 1 0.911 Results for firm: 29 Technical efficiency = 0.816 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.136 0.000 0.000 30.136 input 1 0.105 -0.019 -0.077 0.009 input 2 1.174 -0.216 0.000 0.958 input 3 19.904 -3.668 0.000 16.236 LISTING OF PEERS: peer lambda weight 1 0.191 32 0.791 Results for firm: 30 Technical efficiency = 0.868 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.564 0.000 0.000 29.564 input 1 0.072 -0.010 -0.058 0.005 input 2 0.814 -0.108 0.000 0.707 input 3 18.480 -2.443 0.000 16.037 LISTING OF PEERS: peer lambda weight 1 0.045 32 0.934 Results for firm: 31 Technical efficiency = 0.808 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.508 0.000 0.000 28.508 input 1 0.050 -0.010 -0.011 0.030 input 2 5.070 -0.972 -2.090 2.008 input 3 18.364 -3.521 0.000 14.843 LISTING OF PEERS: peer lambda weight 1 0.857 Results for firm: 32 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.056 0.000 0.000 30.056 input 1 0.003 0.000 0.000 0.003 input 2 0.644 0.000 0.000 0.644 input 3 16.339 0.000 0.000 16.339 LISTING OF PEERS: peer lambda weight 32 1.000 Results for firm: 33 Technical efficiency = 0.755 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.031 0.000 0.000 27.031 input 1 0.097 -0.024 -0.044 0.028 input 2 3.816 -0.936 -0.976 1.904 input 3 18.650 -4.576 0.000 14.074 LISTING OF PEERS: peer lambda weight 1 0.813 Results for firm: 34 Technical efficiency = 0.786 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.522 0.000 0.000 28.522 input 1 0.069 -0.015 -0.024 0.030 input 2 2.899 -0.621 -0.270 2.009 input 3 18.895 -4.044 0.000 14.851 LISTING OF PEERS: peer lambda weight 1 0.858 Results for firm: 35 Technical efficiency = 0.808 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.781 0.000 0.000 28.781 input 1 0.074 -0.014 -0.030 0.030 input 2 3.309 -0.636 -0.646 2.027 input 3 18.548 -3.563 0.000 14.985 LISTING OF PEERS: peer lambda weight 1 0.865 Results for firm: 36 Technical efficiency = 0.788 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.045 0.000 0.000 28.045 input 1 0.087 -0.018 -0.039 0.030 input 2 4.494 -0.953 -1.565 1.976 input 3 18.533 -3.931 0.000 14.602 LISTING OF PEERS: peer lambda weight 1 0.843 Results for firm: 37 Technical efficiency = 0.842 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.515 0.000 0.000 29.515 input 1 0.115 -0.018 -0.065 0.031 input 2 6.940 -1.094 -3.767 2.079 input 3 18.244 -2.876 0.000 15.367 LISTING OF PEERS: peer lambda weight 1 0.887 Results for firm: 38 Technical efficiency = 0.824 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.327 0.000 0.000 28.327 input 1 0.074 -0.013 -0.031 0.030 input 2 10.226 -1.805 -6.426 1.995 input 3 17.909 -3.160 0.000 14.749 LISTING OF PEERS: peer lambda weight 1 0.852