Results from DEAP Version 2.1 Instruction file = R38-ins.txt Data file = R38-dta.txt Input orientated DEA Scale assumption: CRS Slacks calculated using multi-stage method EFFICIENCY SUMMARY: firm te 1 1.000 2 0.942 3 0.925 4 1.000 5 0.952 6 0.800 7 0.870 8 0.985 9 0.880 10 0.811 11 0.824 12 0.890 13 0.854 14 0.866 15 1.000 16 0.981 17 1.000 18 0.948 19 0.805 20 0.850 21 0.904 22 0.817 23 0.825 24 0.785 25 0.889 26 0.880 27 0.905 28 0.875 29 0.978 30 0.885 31 0.795 32 0.902 33 0.803 34 0.771 35 0.792 36 0.816 37 0.909 38 0.784 mean 0.881 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 0.000 3 0.005 3.610 0.000 4 0.000 0.000 0.000 5 0.010 0.000 0.000 6 0.006 2.768 0.000 7 0.019 0.070 0.000 8 0.000 0.000 0.000 9 1.992 2.274 0.000 10 0.479 0.196 0.000 11 0.010 1.197 0.000 12 0.018 1.202 0.000 13 0.014 1.477 0.000 14 0.039 1.167 0.000 15 0.000 0.000 0.000 16 0.000 0.000 0.000 17 0.000 0.000 0.000 18 0.000 0.000 0.000 19 0.005 0.000 0.000 20 0.008 0.000 0.000 21 0.000 0.000 0.000 22 0.019 4.546 0.000 23 0.004 0.000 0.000 24 0.036 9.220 0.000 25 0.000 0.000 0.000 26 0.000 0.000 0.000 27 0.000 0.000 0.000 28 0.038 0.000 0.000 29 0.013 0.000 0.000 30 0.003 0.000 0.000 31 0.000 8.991 0.000 32 0.000 0.000 0.000 33 0.020 0.000 0.000 34 0.015 0.540 0.000 35 0.021 1.313 0.000 36 0.018 0.000 0.000 37 0.015 0.000 0.000 38 0.042 5.152 0.000 mean 0.075 1.151 0.000 SUMMARY OF PEERS: firm peers: 1 1 2 15 1 4 3 1 4 4 5 1 17 6 1 7 1 8 17 1 15 9 1 10 1 11 1 12 1 13 1 14 1 15 15 16 17 1 15 17 17 18 1 4 15 19 17 1 20 1 17 21 17 1 15 22 1 23 1 17 24 1 25 1 4 15 26 17 1 15 27 1 4 15 28 17 1 29 17 15 30 1 17 31 4 1 32 15 1 4 33 1 17 34 1 35 1 36 1 17 37 1 17 38 1 SUMMARY OF PEER WEIGHTS: (in same order as above) firm peer weights: 1 1.000 2 0.151 0.685 0.195 3 1.017 4 1.000 5 0.252 0.757 6 0.925 7 0.955 8 0.301 0.137 0.590 9 0.975 10 0.950 11 0.928 12 1.013 13 0.975 14 0.950 15 1.000 16 0.050 0.351 0.590 17 1.000 18 0.348 0.134 0.521 19 0.254 0.615 20 0.510 0.388 21 0.220 0.026 0.688 22 0.893 23 0.371 0.485 24 0.841 25 0.275 0.038 0.614 26 0.449 0.277 0.168 27 0.233 0.065 0.617 28 0.110 0.797 29 0.077 0.902 30 0.165 0.737 31 0.221 0.589 32 0.093 0.179 0.607 33 0.192 0.626 34 0.832 35 0.857 36 0.494 0.358 37 0.069 0.842 38 0.860 PEER COUNT SUMMARY: (i.e., no. times each firm is a peer for another) firm peer count: 1 33 2 0 3 0 4 6 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 10 16 0 17 14 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 0 33 0 34 0 35 0 36 0 37 0 38 0 SUMMARY OF OUTPUT TARGETS: firm output: 1 1 32.933 2 33.594 3 33.491 4 33.179 5 32.611 6 30.477 7 31.449 8 31.954 9 32.098 10 31.277 11 30.552 12 33.373 13 32.097 14 31.278 15 30.134 16 30.926 17 32.149 18 31.596 19 28.417 20 29.270 21 28.665 22 29.403 23 27.810 24 27.711 25 28.784 26 28.621 27 28.438 28 29.796 29 29.657 30 29.141 31 26.748 32 28.833 33 26.472 34 27.404 35 28.240 36 27.777 37 29.363 38 28.315 SUMMARY OF INPUT TARGETS: firm input: 1 2 3 1 0.025 2.774 17.016 2 0.025 2.371 18.249 3 0.025 2.821 17.304 4 0.001 1.886 19.514 5 0.051 1.775 18.311 6 0.023 2.567 15.747 7 0.024 2.649 16.250 8 0.053 1.205 18.770 9 0.024 2.704 16.585 10 0.024 2.635 16.161 11 0.023 2.574 15.786 12 0.025 2.811 17.244 13 0.024 2.704 16.584 14 0.024 2.635 16.161 15 0.054 0.673 18.415 16 0.044 1.441 17.754 17 0.059 1.423 18.543 18 0.037 1.568 18.126 19 0.030 2.067 15.174 20 0.036 1.967 15.872 21 0.051 0.848 17.194 22 0.022 2.477 15.192 23 0.038 1.719 15.306 24 0.021 2.334 14.318 25 0.040 1.246 16.708 26 0.042 1.521 16.133 27 0.039 1.185 16.604 28 0.026 2.369 15.608 29 0.053 0.717 18.039 30 0.048 1.508 16.481 31 0.015 2.052 14.345 32 0.010 1.704 16.601 33 0.042 1.425 14.888 34 0.021 2.308 14.159 35 0.021 2.379 14.591 36 0.033 1.880 15.043 37 0.051 1.391 16.799 38 0.021 2.385 14.630 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 32.933 0.000 0.000 32.933 input 1 0.025 0.000 0.000 0.025 input 2 2.774 0.000 0.000 2.774 input 3 17.016 0.000 0.000 17.016 LISTING OF PEERS: peer lambda weight 1 1.000 Results for firm: 2 Technical efficiency = 0.942 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.594 0.000 0.000 33.594 input 1 0.027 -0.002 0.000 0.025 input 2 2.519 -0.147 0.000 2.371 input 3 19.382 -1.133 0.000 18.249 LISTING OF PEERS: peer lambda weight 15 0.151 1 0.685 4 0.195 Results for firm: 3 Technical efficiency = 0.925 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.491 0.000 0.000 33.491 input 1 0.032 -0.002 -0.005 0.025 input 2 6.950 -0.519 -3.610 2.821 input 3 18.700 -1.396 0.000 17.304 LISTING OF PEERS: peer lambda weight 1 1.017 Results for firm: 4 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.179 0.000 0.000 33.179 input 1 0.001 0.000 0.000 0.001 input 2 1.886 0.000 0.000 1.886 input 3 19.514 0.000 0.000 19.514 LISTING OF PEERS: peer lambda weight 4 1.000 Results for firm: 5 Technical efficiency = 0.952 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.611 0.000 0.000 32.611 input 1 0.064 -0.003 -0.010 0.051 input 2 1.865 -0.090 0.000 1.775 input 3 19.241 -0.929 0.000 18.311 LISTING OF PEERS: peer lambda weight 1 0.252 17 0.757 Results for firm: 6 Technical efficiency = 0.800 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.477 0.000 0.000 30.477 input 1 0.036 -0.007 -0.006 0.023 input 2 6.666 -1.330 -2.768 2.567 input 3 19.674 -3.927 0.000 15.747 LISTING OF PEERS: peer lambda weight 1 0.925 Results for firm: 7 Technical efficiency = 0.870 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.449 0.000 0.000 31.449 input 1 0.049 -0.006 -0.019 0.024 input 2 3.125 -0.406 -0.070 2.649 input 3 18.673 -2.424 0.000 16.250 LISTING OF PEERS: peer lambda weight 1 0.955 Results for firm: 8 Technical efficiency = 0.985 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.954 0.000 0.000 31.954 input 1 0.054 -0.001 0.000 0.053 input 2 1.223 -0.019 0.000 1.205 input 3 19.065 -0.295 0.000 18.770 LISTING OF PEERS: peer lambda weight 17 0.301 1 0.137 15 0.590 Results for firm: 9 Technical efficiency = 0.880 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.098 0.000 0.000 32.098 input 1 2.290 -0.274 -1.992 0.024 input 2 5.655 -0.677 -2.274 2.704 input 3 18.840 -2.256 0.000 16.585 LISTING OF PEERS: peer lambda weight 1 0.975 Results for firm: 10 Technical efficiency = 0.811 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.277 0.000 0.000 31.277 input 1 0.621 -0.117 -0.479 0.024 input 2 3.492 -0.661 -0.196 2.635 input 3 19.935 -3.775 0.000 16.161 LISTING OF PEERS: peer lambda weight 1 0.950 Results for firm: 11 Technical efficiency = 0.824 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.552 0.000 0.000 30.552 input 1 0.041 -0.007 -0.010 0.023 input 2 4.579 -0.808 -1.197 2.574 input 3 19.168 -3.382 0.000 15.786 LISTING OF PEERS: peer lambda weight 1 0.928 Results for firm: 12 Technical efficiency = 0.890 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.373 0.000 0.000 33.373 input 1 0.049 -0.005 -0.018 0.025 input 2 4.510 -0.497 -1.202 2.811 input 3 19.377 -2.133 0.000 17.244 LISTING OF PEERS: peer lambda weight 1 1.013 Results for firm: 13 Technical efficiency = 0.854 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.097 0.000 0.000 32.097 input 1 0.045 -0.006 -0.014 0.024 input 2 4.893 -0.712 -1.477 2.704 input 3 19.410 -2.826 0.000 16.584 LISTING OF PEERS: peer lambda weight 1 0.975 Results for firm: 14 Technical efficiency = 0.866 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.278 0.000 0.000 31.278 input 1 0.072 -0.010 -0.039 0.024 input 2 4.393 -0.591 -1.167 2.635 input 3 18.671 -2.510 0.000 16.161 LISTING OF PEERS: peer lambda weight 1 0.950 Results for firm: 15 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.134 0.000 0.000 30.134 input 1 0.054 0.000 0.000 0.054 input 2 0.673 0.000 0.000 0.673 input 3 18.415 0.000 0.000 18.415 LISTING OF PEERS: peer lambda weight 15 1.000 Results for firm: 16 Technical efficiency = 0.981 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.926 0.000 0.000 30.926 input 1 0.045 -0.001 0.000 0.044 input 2 1.468 -0.028 0.000 1.441 input 3 18.095 -0.341 0.000 17.754 LISTING OF PEERS: peer lambda weight 17 0.050 1 0.351 15 0.590 Results for firm: 17 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.149 0.000 0.000 32.149 input 1 0.059 0.000 0.000 0.059 input 2 1.423 0.000 0.000 1.423 input 3 18.543 0.000 0.000 18.543 LISTING OF PEERS: peer lambda weight 17 1.000 Results for firm: 18 Technical efficiency = 0.948 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.596 0.000 0.000 31.596 input 1 0.039 -0.002 0.000 0.037 input 2 1.653 -0.085 0.000 1.568 input 3 19.110 -0.984 0.000 18.126 LISTING OF PEERS: peer lambda weight 1 0.348 4 0.134 15 0.521 Results for firm: 19 Technical efficiency = 0.805 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.417 0.000 0.000 28.417 input 1 0.044 -0.009 -0.005 0.030 input 2 2.569 -0.501 0.000 2.067 input 3 18.853 -3.679 0.000 15.174 LISTING OF PEERS: peer lambda weight 17 0.254 1 0.615 Results for firm: 20 Technical efficiency = 0.850 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.270 0.000 0.000 29.270 input 1 0.051 -0.008 -0.008 0.036 input 2 2.314 -0.347 0.000 1.967 input 3 18.671 -2.799 0.000 15.872 LISTING OF PEERS: peer lambda weight 1 0.510 17 0.388 Results for firm: 21 Technical efficiency = 0.904 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.665 0.000 0.000 28.665 input 1 0.056 -0.005 0.000 0.051 input 2 0.938 -0.090 0.000 0.848 input 3 19.021 -1.827 0.000 17.194 LISTING OF PEERS: peer lambda weight 17 0.220 1 0.026 15 0.688 Results for firm: 22 Technical efficiency = 0.817 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.403 0.000 0.000 29.403 input 1 0.050 -0.009 -0.019 0.022 input 2 8.591 -1.568 -4.546 2.477 input 3 18.585 -3.393 0.000 15.192 LISTING OF PEERS: peer lambda weight 1 0.893 Results for firm: 23 Technical efficiency = 0.825 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.810 0.000 0.000 27.810 input 1 0.051 -0.009 -0.004 0.038 input 2 2.083 -0.364 0.000 1.719 input 3 18.543 -3.237 0.000 15.306 LISTING OF PEERS: peer lambda weight 1 0.371 17 0.485 Results for firm: 24 Technical efficiency = 0.785 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.711 0.000 0.000 27.711 input 1 0.073 -0.016 -0.036 0.021 input 2 14.719 -3.165 -9.220 2.334 input 3 18.240 -3.922 0.000 14.318 LISTING OF PEERS: peer lambda weight 1 0.841 Results for firm: 25 Technical efficiency = 0.889 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.784 0.000 0.000 28.784 input 1 0.045 -0.005 0.000 0.040 input 2 1.402 -0.156 0.000 1.246 input 3 18.800 -2.092 0.000 16.708 LISTING OF PEERS: peer lambda weight 1 0.275 4 0.038 15 0.614 Results for firm: 26 Technical efficiency = 0.880 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.621 0.000 0.000 28.621 input 1 0.048 -0.006 0.000 0.042 input 2 1.729 -0.208 0.000 1.521 input 3 18.340 -2.208 0.000 16.133 LISTING OF PEERS: peer lambda weight 17 0.449 1 0.277 15 0.168 Results for firm: 27 Technical efficiency = 0.905 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.438 0.000 0.000 28.438 input 1 0.043 -0.004 0.000 0.039 input 2 1.310 -0.125 0.000 1.185 input 3 18.353 -1.749 0.000 16.604 LISTING OF PEERS: peer lambda weight 1 0.233 4 0.065 15 0.617 Results for firm: 28 Technical efficiency = 0.875 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.796 0.000 0.000 29.796 input 1 0.073 -0.009 -0.038 0.026 input 2 2.706 -0.338 0.000 2.369 input 3 17.833 -2.226 0.000 15.608 LISTING OF PEERS: peer lambda weight 17 0.110 1 0.797 Results for firm: 29 Technical efficiency = 0.978 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.657 0.000 0.000 29.657 input 1 0.068 -0.002 -0.013 0.053 input 2 0.733 -0.016 0.000 0.717 input 3 18.448 -0.409 0.000 18.039 LISTING OF PEERS: peer lambda weight 17 0.077 15 0.902 Results for firm: 30 Technical efficiency = 0.885 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.141 0.000 0.000 29.141 input 1 0.057 -0.007 -0.003 0.048 input 2 1.704 -0.196 0.000 1.508 input 3 18.623 -2.142 0.000 16.481 LISTING OF PEERS: peer lambda weight 1 0.165 17 0.737 Results for firm: 31 Technical efficiency = 0.795 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 26.748 0.000 0.000 26.748 input 1 0.019 -0.004 0.000 0.015 input 2 13.896 -2.853 -8.991 2.052 input 3 18.051 -3.706 0.000 14.345 LISTING OF PEERS: peer lambda weight 4 0.221 1 0.589 Results for firm: 32 Technical efficiency = 0.902 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.833 0.000 0.000 28.833 input 1 0.011 -0.001 0.000 0.010 input 2 1.889 -0.186 0.000 1.704 input 3 18.411 -1.810 0.000 16.601 LISTING OF PEERS: peer lambda weight 15 0.093 1 0.179 4 0.607 Results for firm: 33 Technical efficiency = 0.803 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 26.472 0.000 0.000 26.472 input 1 0.077 -0.015 -0.020 0.042 input 2 1.774 -0.349 0.000 1.425 input 3 18.532 -3.644 0.000 14.888 LISTING OF PEERS: peer lambda weight 1 0.192 17 0.626 Results for firm: 34 Technical efficiency = 0.771 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.404 0.000 0.000 27.404 input 1 0.046 -0.011 -0.015 0.021 input 2 3.694 -0.846 -0.540 2.308 input 3 18.364 -4.204 0.000 14.159 LISTING OF PEERS: peer lambda weight 1 0.832 Results for firm: 35 Technical efficiency = 0.792 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.240 0.000 0.000 28.240 input 1 0.054 -0.011 -0.021 0.021 input 2 4.662 -0.970 -1.313 2.379 input 3 18.426 -3.834 0.000 14.591 LISTING OF PEERS: peer lambda weight 1 0.857 Results for firm: 36 Technical efficiency = 0.816 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.777 0.000 0.000 27.777 input 1 0.063 -0.012 -0.018 0.033 input 2 2.304 -0.424 0.000 1.880 input 3 18.432 -3.389 0.000 15.043 LISTING OF PEERS: peer lambda weight 1 0.494 17 0.358 Results for firm: 37 Technical efficiency = 0.909 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.363 0.000 0.000 29.363 input 1 0.073 -0.007 -0.015 0.051 input 2 1.531 -0.140 0.000 1.391 input 3 18.484 -1.685 0.000 16.799 LISTING OF PEERS: peer lambda weight 1 0.069 17 0.842 Results for firm: 38 Technical efficiency = 0.784 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.315 0.000 0.000 28.315 input 1 0.081 -0.018 -0.042 0.021 input 2 9.620 -2.082 -5.152 2.385 input 3 18.671 -4.041 0.000 14.630 LISTING OF PEERS: peer lambda weight 1 0.860