Results from DEAP Version 2.1 Instruction file = T15-ins.txt Data file = T15-dta.txt Input orientated DEA Scale assumption: CRS Slacks calculated using multi-stage method EFFICIENCY SUMMARY: firm te 1 1.000 2 0.903 3 0.933 4 1.000 5 0.876 6 0.873 7 0.889 8 0.884 9 0.906 10 0.862 11 0.837 12 0.906 13 0.862 14 0.894 15 0.863 16 0.945 17 0.867 18 0.990 19 0.821 20 0.815 21 0.805 22 0.823 23 0.769 24 0.792 25 0.834 26 0.902 27 1.000 28 0.873 29 0.850 30 0.830 31 0.818 32 0.853 33 0.751 34 0.791 35 0.937 36 0.786 37 0.842 38 0.827 mean 0.869 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 0.003 1.865 0.000 3 0.005 2.837 0.000 4 0.000 0.000 0.000 5 0.005 1.583 0.000 6 0.000 7.840 0.000 7 0.034 1.124 0.000 8 0.027 1.795 0.000 9 0.021 1.390 0.000 10 0.065 2.400 0.000 11 0.010 4.869 0.000 12 0.015 4.296 0.000 13 0.033 1.526 0.000 14 0.051 1.943 0.000 15 0.041 0.264 0.000 16 0.011 0.000 0.000 17 0.019 0.451 0.000 18 0.013 0.000 0.000 19 0.025 0.188 0.000 20 0.033 1.801 0.000 21 0.035 0.058 0.000 22 0.037 10.646 0.000 23 0.032 3.208 0.000 24 0.042 10.188 0.000 25 0.033 4.539 0.000 26 0.024 0.000 0.000 27 0.000 0.000 0.000 28 0.014 0.596 0.000 29 0.052 0.000 0.000 30 0.035 0.125 0.000 31 0.023 1.540 0.000 32 0.019 0.881 0.000 33 0.056 0.742 0.000 34 0.038 2.666 0.000 35 0.020 0.000 0.000 36 0.047 2.847 0.000 37 0.077 6.514 0.000 38 0.038 2.933 0.000 mean 0.027 2.201 0.000 SUMMARY OF PEERS: firm peers: 1 1 2 1 3 1 4 4 5 1 6 1 4 7 1 8 1 9 1 10 1 11 1 12 1 13 1 14 1 15 1 16 1 27 17 1 18 1 27 19 1 20 1 21 1 22 1 23 1 24 1 25 1 26 1 27 27 27 28 1 29 1 27 30 1 31 1 32 1 33 1 34 1 35 1 27 36 1 37 1 38 1 SUMMARY OF PEER WEIGHTS: (in same order as above) firm peer weights: 1 1.000 2 1.016 3 1.017 4 1.000 5 0.982 6 0.458 0.456 7 0.951 8 0.972 9 0.965 10 0.950 11 0.927 12 1.010 13 0.969 14 0.947 15 0.933 16 0.560 0.426 17 0.960 18 0.383 0.674 19 0.880 20 0.885 21 0.881 22 0.883 23 0.833 24 0.838 25 0.918 26 0.521 0.399 27 1.000 28 0.912 29 0.852 0.058 30 0.886 31 0.864 32 0.905 33 0.804 34 0.857 35 0.298 0.651 36 0.839 37 0.869 38 0.856 PEER COUNT SUMMARY: (i.e., no. times each firm is a peer for another) firm peer count: 1 35 2 0 3 0 4 1 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 5 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 33.418 2 33.967 3 33.996 4 33.591 5 32.809 6 30.624 7 31.777 8 32.481 9 32.233 10 31.733 11 30.978 12 33.748 13 32.393 14 31.637 15 31.164 16 31.109 17 32.084 18 32.400 19 29.408 20 29.589 21 29.431 22 29.499 23 27.840 24 28.007 25 30.665 26 29.027 27 29.093 28 30.483 29 30.182 30 29.614 31 28.879 32 30.254 33 26.871 34 28.645 35 28.910 36 28.040 37 29.050 38 28.601 SUMMARY OF INPUT TARGETS: firm input: 1 2 3 1 0.031 0.781 17.438 2 0.031 0.794 17.724 3 0.031 0.795 17.739 4 0.024 2.236 19.821 5 0.030 0.767 17.120 6 0.025 1.378 17.025 7 0.029 0.743 16.581 8 0.030 0.759 16.949 9 0.030 0.754 16.819 10 0.029 0.742 16.559 11 0.028 0.724 16.165 12 0.031 0.789 17.610 13 0.030 0.757 16.903 14 0.029 0.740 16.508 15 0.029 0.729 16.262 16 0.049 0.552 17.642 17 0.029 0.750 16.742 18 0.062 0.480 19.134 19 0.027 0.688 15.346 20 0.027 0.692 15.440 21 0.027 0.688 15.357 22 0.027 0.690 15.393 23 0.025 0.651 14.528 24 0.026 0.655 14.614 25 0.028 0.717 16.002 26 0.046 0.515 16.465 27 0.075 0.269 18.485 28 0.028 0.713 15.907 29 0.030 0.682 15.942 30 0.027 0.692 15.453 31 0.026 0.675 15.069 32 0.028 0.707 15.787 33 0.025 0.628 14.022 34 0.026 0.670 14.947 35 0.058 0.408 17.237 36 0.026 0.656 14.632 37 0.027 0.679 15.159 38 0.026 0.669 14.924 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 33.418 0.000 0.000 33.418 input 1 0.031 0.000 0.000 0.031 input 2 0.781 0.000 0.000 0.781 input 3 17.438 0.000 0.000 17.438 LISTING OF PEERS: peer lambda weight 1 1.000 Results for firm: 2 Technical efficiency = 0.903 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.967 0.000 0.000 33.967 input 1 0.038 -0.004 -0.003 0.031 input 2 2.946 -0.287 -1.865 0.794 input 3 19.635 -1.911 0.000 17.724 LISTING OF PEERS: peer lambda weight 1 1.016 Results for firm: 3 Technical efficiency = 0.933 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.996 0.000 0.000 33.996 input 1 0.039 -0.003 -0.005 0.031 input 2 3.890 -0.259 -2.837 0.795 input 3 19.005 -1.265 0.000 17.739 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 33.591 0.000 0.000 33.591 input 1 0.024 0.000 0.000 0.024 input 2 2.236 0.000 0.000 2.236 input 3 19.821 0.000 0.000 19.821 LISTING OF PEERS: peer lambda weight 4 1.000 Results for firm: 5 Technical efficiency = 0.876 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.809 0.000 0.000 32.809 input 1 0.040 -0.005 -0.005 0.030 input 2 2.682 -0.332 -1.583 0.767 input 3 19.539 -2.419 0.000 17.120 LISTING OF PEERS: peer lambda weight 1 0.982 Results for firm: 6 Technical efficiency = 0.873 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.624 0.000 0.000 30.624 input 1 0.028 -0.004 0.000 0.025 input 2 10.562 -1.344 -7.840 1.378 input 3 19.508 -2.483 0.000 17.025 LISTING OF PEERS: peer lambda weight 1 0.458 4 0.456 Results for firm: 7 Technical efficiency = 0.889 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.777 0.000 0.000 31.777 input 1 0.071 -0.008 -0.034 0.029 input 2 2.099 -0.232 -1.124 0.743 input 3 18.644 -2.062 0.000 16.581 LISTING OF PEERS: peer lambda weight 1 0.951 Results for firm: 8 Technical efficiency = 0.884 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.481 0.000 0.000 32.481 input 1 0.064 -0.007 -0.027 0.030 input 2 2.891 -0.336 -1.795 0.759 input 3 19.179 -2.230 0.000 16.949 LISTING OF PEERS: peer lambda weight 1 0.972 Results for firm: 9 Technical efficiency = 0.906 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.233 0.000 0.000 32.233 input 1 0.056 -0.005 -0.021 0.030 input 2 2.366 -0.222 -1.390 0.754 input 3 18.560 -1.741 0.000 16.819 LISTING OF PEERS: peer lambda weight 1 0.965 Results for firm: 10 Technical efficiency = 0.862 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.733 0.000 0.000 31.733 input 1 0.109 -0.015 -0.065 0.029 input 2 3.646 -0.504 -2.400 0.742 input 3 19.216 -2.657 0.000 16.559 LISTING OF PEERS: peer lambda weight 1 0.950 Results for firm: 11 Technical efficiency = 0.837 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.978 0.000 0.000 30.978 input 1 0.046 -0.008 -0.010 0.028 input 2 6.682 -1.089 -4.869 0.724 input 3 19.311 -3.146 0.000 16.165 LISTING OF PEERS: peer lambda weight 1 0.927 Results for firm: 12 Technical efficiency = 0.906 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.748 0.000 0.000 33.748 input 1 0.051 -0.005 -0.015 0.031 input 2 5.610 -0.525 -4.296 0.789 input 3 19.427 -1.817 0.000 17.610 LISTING OF PEERS: peer lambda weight 1 1.010 Results for firm: 13 Technical efficiency = 0.862 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.393 0.000 0.000 32.393 input 1 0.072 -0.010 -0.033 0.030 input 2 2.650 -0.367 -1.526 0.757 input 3 19.619 -2.716 0.000 16.903 LISTING OF PEERS: peer lambda weight 1 0.969 Results for firm: 14 Technical efficiency = 0.894 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.637 0.000 0.000 31.637 input 1 0.090 -0.009 -0.051 0.029 input 2 3.000 -0.317 -1.943 0.740 input 3 18.461 -1.952 0.000 16.508 LISTING OF PEERS: peer lambda weight 1 0.947 Results for firm: 15 Technical efficiency = 0.863 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.164 0.000 0.000 31.164 input 1 0.080 -0.011 -0.041 0.029 input 2 1.150 -0.157 -0.264 0.729 input 3 18.836 -2.574 0.000 16.262 LISTING OF PEERS: peer lambda weight 1 0.933 Results for firm: 16 Technical efficiency = 0.945 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.109 0.000 0.000 31.109 input 1 0.064 -0.003 -0.011 0.049 input 2 0.584 -0.032 0.000 0.552 input 3 18.669 -1.027 0.000 17.642 LISTING OF PEERS: peer lambda weight 1 0.560 27 0.426 Results for firm: 17 Technical efficiency = 0.867 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.084 0.000 0.000 32.084 input 1 0.056 -0.007 -0.019 0.029 input 2 1.385 -0.184 -0.451 0.750 input 3 19.307 -2.565 0.000 16.742 LISTING OF PEERS: peer lambda weight 1 0.960 Results for firm: 18 Technical efficiency = 0.990 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.400 0.000 0.000 32.400 input 1 0.076 -0.001 -0.013 0.062 input 2 0.485 -0.005 0.000 0.480 input 3 19.318 -0.184 0.000 19.134 LISTING OF PEERS: peer lambda weight 1 0.383 27 0.674 Results for firm: 19 Technical efficiency = 0.821 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.408 0.000 0.000 29.408 input 1 0.063 -0.011 -0.025 0.027 input 2 1.067 -0.191 -0.188 0.688 input 3 18.694 -3.348 0.000 15.346 LISTING OF PEERS: peer lambda weight 1 0.880 Results for firm: 20 Technical efficiency = 0.815 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.589 0.000 0.000 29.589 input 1 0.074 -0.014 -0.033 0.027 input 2 3.061 -0.568 -1.801 0.692 input 3 18.955 -3.515 0.000 15.440 LISTING OF PEERS: peer lambda weight 1 0.885 Results for firm: 21 Technical efficiency = 0.805 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.431 0.000 0.000 29.431 input 1 0.077 -0.015 -0.035 0.027 input 2 0.927 -0.181 -0.058 0.688 input 3 19.088 -3.730 0.000 15.357 LISTING OF PEERS: peer lambda weight 1 0.881 Results for firm: 22 Technical efficiency = 0.823 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.499 0.000 0.000 29.499 input 1 0.078 -0.014 -0.037 0.027 input 2 13.775 -2.439 -10.646 0.690 input 3 18.705 -3.312 0.000 15.393 LISTING OF PEERS: peer lambda weight 1 0.883 Results for firm: 23 Technical efficiency = 0.769 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.840 0.000 0.000 27.840 input 1 0.074 -0.017 -0.032 0.025 input 2 5.017 -1.158 -3.208 0.651 input 3 18.886 -4.358 0.000 14.528 LISTING OF PEERS: peer lambda weight 1 0.833 Results for firm: 24 Technical efficiency = 0.792 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.007 0.000 0.000 28.007 input 1 0.086 -0.018 -0.042 0.026 input 2 13.685 -2.842 -10.188 0.655 input 3 18.444 -3.830 0.000 14.614 LISTING OF PEERS: peer lambda weight 1 0.838 Results for firm: 25 Technical efficiency = 0.834 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.665 0.000 0.000 30.665 input 1 0.073 -0.012 -0.033 0.028 input 2 6.299 -1.043 -4.539 0.717 input 3 19.177 -3.176 0.000 16.002 LISTING OF PEERS: peer lambda weight 1 0.918 Results for firm: 26 Technical efficiency = 0.902 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.027 0.000 0.000 29.027 input 1 0.078 -0.008 -0.024 0.046 input 2 0.571 -0.056 0.000 0.515 input 3 18.259 -1.794 0.000 16.465 LISTING OF PEERS: peer lambda weight 1 0.521 27 0.399 Results for firm: 27 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.093 0.000 0.000 29.093 input 1 0.075 0.000 0.000 0.075 input 2 0.269 0.000 0.000 0.269 input 3 18.485 0.000 0.000 18.485 LISTING OF PEERS: peer lambda weight 27 1.000 Results for firm: 28 Technical efficiency = 0.873 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.483 0.000 0.000 30.483 input 1 0.048 -0.006 -0.014 0.028 input 2 1.499 -0.190 -0.596 0.713 input 3 18.216 -2.310 0.000 15.907 LISTING OF PEERS: peer lambda weight 1 0.912 Results for firm: 29 Technical efficiency = 0.850 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.182 0.000 0.000 30.182 input 1 0.097 -0.015 -0.052 0.030 input 2 0.802 -0.121 0.000 0.682 input 3 18.765 -2.823 0.000 15.942 LISTING OF PEERS: peer lambda weight 1 0.852 27 0.058 Results for firm: 30 Technical efficiency = 0.830 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.614 0.000 0.000 29.614 input 1 0.075 -0.013 -0.035 0.027 input 2 0.984 -0.167 -0.125 0.692 input 3 18.619 -3.166 0.000 15.453 LISTING OF PEERS: peer lambda weight 1 0.886 Results for firm: 31 Technical efficiency = 0.818 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.879 0.000 0.000 28.879 input 1 0.060 -0.011 -0.023 0.026 input 2 2.709 -0.494 -1.540 0.675 input 3 18.427 -3.357 0.000 15.069 LISTING OF PEERS: peer lambda weight 1 0.864 Results for firm: 32 Technical efficiency = 0.853 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.254 0.000 0.000 30.254 input 1 0.054 -0.008 -0.019 0.028 input 2 1.862 -0.274 -0.881 0.707 input 3 18.510 -2.723 0.000 15.787 LISTING OF PEERS: peer lambda weight 1 0.905 Results for firm: 33 Technical efficiency = 0.751 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 26.871 0.000 0.000 26.871 input 1 0.107 -0.027 -0.056 0.025 input 2 1.825 -0.455 -0.742 0.628 input 3 18.671 -4.650 0.000 14.022 LISTING OF PEERS: peer lambda weight 1 0.804 Results for firm: 34 Technical efficiency = 0.791 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.645 0.000 0.000 28.645 input 1 0.082 -0.017 -0.038 0.026 input 2 4.216 -0.880 -2.666 0.670 input 3 18.890 -3.942 0.000 14.947 LISTING OF PEERS: peer lambda weight 1 0.857 Results for firm: 35 Technical efficiency = 0.937 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.910 0.000 0.000 28.910 input 1 0.083 -0.005 -0.020 0.058 input 2 0.436 -0.027 0.000 0.408 input 3 18.386 -1.149 0.000 17.237 LISTING OF PEERS: peer lambda weight 1 0.298 27 0.651 Results for firm: 36 Technical efficiency = 0.786 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.040 0.000 0.000 28.040 input 1 0.092 -0.020 -0.047 0.026 input 2 4.457 -0.955 -2.847 0.656 input 3 18.619 -3.988 0.000 14.632 LISTING OF PEERS: peer lambda weight 1 0.839 Results for firm: 37 Technical efficiency = 0.842 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.050 0.000 0.000 29.050 input 1 0.124 -0.020 -0.077 0.027 input 2 8.548 -1.354 -6.514 0.679 input 3 18.012 -2.853 0.000 15.159 LISTING OF PEERS: peer lambda weight 1 0.869 Results for firm: 38 Technical efficiency = 0.827 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.601 0.000 0.000 28.601 input 1 0.078 -0.014 -0.038 0.026 input 2 4.357 -0.755 -2.933 0.669 input 3 18.055 -3.130 0.000 14.924 LISTING OF PEERS: peer lambda weight 1 0.856