Results from DEAP Version 2.1 Instruction file = T18-ins.txt Data file = T18-dta.txt Input orientated DEA Scale assumption: CRS Slacks calculated using multi-stage method EFFICIENCY SUMMARY: firm te 1 1.000 2 0.972 3 0.946 4 1.000 5 0.891 6 0.865 7 0.978 8 0.911 9 0.892 10 0.896 11 0.973 12 0.878 13 0.877 14 0.875 15 0.873 16 0.950 17 0.877 18 1.000 19 0.855 20 0.817 21 0.839 22 0.830 23 0.778 24 0.795 25 0.804 26 0.926 27 1.000 28 0.874 29 0.851 30 0.882 31 0.834 32 0.880 33 0.869 34 0.778 35 0.931 36 0.787 37 0.842 38 0.836 mean 0.886 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 0.717 3 0.000 0.622 0.000 4 0.000 0.000 0.000 5 0.006 0.177 0.000 6 0.000 4.181 0.000 7 0.376 0.000 0.000 8 0.024 0.030 0.000 9 0.003 0.904 0.000 10 0.029 0.685 0.000 11 0.000 0.000 0.941 12 0.019 1.007 0.000 13 0.016 1.059 0.000 14 0.027 0.880 0.000 15 0.032 0.063 0.000 16 0.004 0.000 0.000 17 0.010 0.080 0.000 18 0.000 0.000 0.000 19 0.012 0.000 0.000 20 0.025 2.422 0.000 21 0.007 0.000 0.000 22 0.017 18.435 0.000 23 0.014 1.307 0.000 24 0.016 5.001 0.000 25 0.026 13.700 0.000 26 0.000 0.000 0.000 27 0.000 0.000 0.000 28 0.006 1.234 0.000 29 0.047 0.312 0.000 30 0.003 0.000 0.000 31 0.002 1.794 0.000 32 0.024 1.269 0.000 33 0.018 0.000 0.000 34 0.019 7.723 0.000 35 0.014 0.000 0.000 36 0.031 0.918 0.000 37 0.027 4.042 0.000 38 0.042 2.334 0.000 mean 0.024 1.847 0.044 SUMMARY OF PEERS: firm peers: 1 1 2 1 4 3 1 4 4 4 5 1 6 1 4 7 1 18 8 1 9 1 10 1 11 1 4 12 1 13 1 14 1 15 1 16 1 18 17 1 18 18 19 1 18 20 1 21 18 1 22 1 23 1 24 1 25 1 26 18 1 27 27 27 28 1 29 1 30 1 18 31 1 32 1 33 27 18 34 1 35 18 27 36 1 37 1 38 1 SUMMARY OF PEER WEIGHTS: (in same order as above) firm peer weights: 1 1.000 2 0.833 0.178 3 1.002 0.013 4 1.000 5 0.970 6 0.800 0.140 7 0.002 0.974 8 0.974 9 0.952 10 0.943 11 0.566 0.351 12 0.960 13 0.949 14 0.937 15 0.939 16 0.275 0.678 17 0.957 18 1.000 19 0.697 0.208 20 0.875 21 0.092 0.787 22 0.870 23 0.847 24 0.832 25 0.887 26 0.504 0.089 0.337 27 1.000 28 0.903 29 0.898 30 0.473 0.432 31 0.871 32 0.907 33 0.515 0.359 34 0.847 35 0.459 0.465 36 0.830 37 0.866 38 0.856 PEER COUNT SUMMARY: (i.e., no. times each firm is a peer for another) firm peer count: 1 32 2 0 3 0 4 4 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 8 19 0 20 0 21 0 22 0 23 0 24 0 25 0 26 0 27 3 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 33.871 2 34.274 3 34.369 4 33.919 5 32.870 6 31.826 7 31.796 8 33.005 9 32.242 10 31.953 11 31.100 12 32.524 13 32.143 14 31.740 15 31.816 16 31.375 17 32.400 18 32.554 19 30.383 20 29.647 21 29.640 22 29.473 23 28.700 24 28.196 25 30.033 26 29.236 27 29.193 28 30.587 29 30.410 30 30.078 31 29.510 32 30.735 33 26.697 34 28.703 35 28.512 36 28.129 37 29.339 38 29.003 SUMMARY OF INPUT TARGETS: firm input: 1 2 3 1 0.032 0.834 17.991 2 0.030 0.950 18.560 3 0.033 0.854 18.281 4 0.018 1.430 20.004 5 0.031 0.809 17.460 6 0.028 0.866 17.182 7 0.059 0.481 18.606 8 0.031 0.812 17.531 9 0.031 0.794 17.126 10 0.030 0.787 16.973 11 0.025 0.975 17.218 12 0.031 0.801 17.276 13 0.031 0.791 17.073 14 0.030 0.781 16.859 15 0.030 0.783 16.900 16 0.050 0.563 17.860 17 0.031 0.798 17.210 18 0.061 0.492 19.054 19 0.035 0.683 16.506 20 0.028 0.730 15.748 21 0.031 0.701 15.906 22 0.028 0.725 15.655 23 0.027 0.706 15.245 24 0.027 0.694 14.977 25 0.029 0.739 15.953 26 0.052 0.413 17.516 27 0.055 0.273 18.768 28 0.029 0.753 16.247 29 0.029 0.749 16.153 30 0.041 0.607 16.737 31 0.028 0.726 15.675 32 0.029 0.757 16.326 33 0.050 0.317 16.491 34 0.027 0.707 15.246 35 0.053 0.353 17.470 36 0.027 0.692 14.941 37 0.028 0.722 15.584 38 0.028 0.714 15.405 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 33.871 0.000 0.000 33.871 input 1 0.032 0.000 0.000 0.032 input 2 0.834 0.000 0.000 0.834 input 3 17.991 0.000 0.000 17.991 LISTING OF PEERS: peer lambda weight 1 1.000 Results for firm: 2 Technical efficiency = 0.972 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 34.274 0.000 0.000 34.274 input 1 0.031 -0.001 0.000 0.030 input 2 0.977 -0.027 0.000 0.950 input 3 19.832 -0.555 -0.717 18.560 LISTING OF PEERS: peer lambda weight 1 0.833 4 0.178 Results for firm: 3 Technical efficiency = 0.946 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 34.369 0.000 0.000 34.369 input 1 0.034 -0.002 0.000 0.033 input 2 1.560 -0.085 -0.622 0.854 input 3 19.334 -1.053 0.000 18.281 LISTING OF PEERS: peer lambda weight 1 1.002 4 0.013 Results for firm: 4 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.919 0.000 0.000 33.919 input 1 0.018 0.000 0.000 0.018 input 2 1.430 0.000 0.000 1.430 input 3 20.004 0.000 0.000 20.004 LISTING OF PEERS: peer lambda weight 4 1.000 Results for firm: 5 Technical efficiency = 0.891 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.870 0.000 0.000 32.870 input 1 0.042 -0.005 -0.006 0.031 input 2 1.107 -0.120 -0.177 0.809 input 3 19.587 -2.128 0.000 17.460 LISTING OF PEERS: peer lambda weight 1 0.970 Results for firm: 6 Technical efficiency = 0.865 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.826 0.000 0.000 31.826 input 1 0.033 -0.004 0.000 0.028 input 2 5.832 -0.785 -4.181 0.866 input 3 19.854 -2.671 0.000 17.182 LISTING OF PEERS: peer lambda weight 1 0.800 4 0.140 Results for firm: 7 Technical efficiency = 0.978 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.796 0.000 0.000 31.796 input 1 0.445 -0.010 -0.376 0.059 input 2 0.492 -0.011 0.000 0.481 input 3 19.025 -0.419 0.000 18.606 LISTING OF PEERS: peer lambda weight 1 0.002 18 0.974 Results for firm: 8 Technical efficiency = 0.911 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.005 0.000 0.000 33.005 input 1 0.060 -0.005 -0.024 0.031 input 2 0.925 -0.082 -0.030 0.812 input 3 19.242 -1.710 0.000 17.531 LISTING OF PEERS: peer lambda weight 1 0.974 Results for firm: 9 Technical efficiency = 0.892 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.242 0.000 0.000 32.242 input 1 0.038 -0.004 -0.003 0.031 input 2 1.903 -0.206 -0.904 0.794 input 3 19.201 -2.075 0.000 17.126 LISTING OF PEERS: peer lambda weight 1 0.952 Results for firm: 10 Technical efficiency = 0.896 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.953 0.000 0.000 31.953 input 1 0.066 -0.007 -0.029 0.030 input 2 1.643 -0.171 -0.685 0.787 input 3 18.945 -1.973 0.000 16.973 LISTING OF PEERS: peer lambda weight 1 0.943 Results for firm: 11 Technical efficiency = 0.973 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.100 0.000 0.000 31.100 input 1 0.025 -0.001 0.000 0.025 input 2 1.002 -0.028 0.000 0.975 input 3 18.671 -0.512 -0.941 17.218 LISTING OF PEERS: peer lambda weight 1 0.566 4 0.351 Results for firm: 12 Technical efficiency = 0.878 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.524 0.000 0.000 32.524 input 1 0.057 -0.007 -0.019 0.031 input 2 2.058 -0.250 -1.007 0.801 input 3 19.669 -2.394 0.000 17.276 LISTING OF PEERS: peer lambda weight 1 0.960 Results for firm: 13 Technical efficiency = 0.877 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.143 0.000 0.000 32.143 input 1 0.053 -0.007 -0.016 0.031 input 2 2.111 -0.261 -1.059 0.791 input 3 19.479 -2.405 0.000 17.073 LISTING OF PEERS: peer lambda weight 1 0.949 Results for firm: 14 Technical efficiency = 0.875 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.740 0.000 0.000 31.740 input 1 0.066 -0.008 -0.027 0.030 input 2 1.899 -0.238 -0.880 0.781 input 3 19.274 -2.415 0.000 16.859 LISTING OF PEERS: peer lambda weight 1 0.937 Results for firm: 15 Technical efficiency = 0.873 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.816 0.000 0.000 31.816 input 1 0.072 -0.009 -0.032 0.030 input 2 0.969 -0.124 -0.063 0.783 input 3 19.368 -2.468 0.000 16.900 LISTING OF PEERS: peer lambda weight 1 0.939 Results for firm: 16 Technical efficiency = 0.950 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.375 0.000 0.000 31.375 input 1 0.057 -0.003 -0.004 0.050 input 2 0.592 -0.029 0.000 0.563 input 3 18.793 -0.933 0.000 17.860 LISTING OF PEERS: peer lambda weight 1 0.275 18 0.678 Results for firm: 17 Technical efficiency = 0.877 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.400 0.000 0.000 32.400 input 1 0.047 -0.006 -0.010 0.031 input 2 1.001 -0.123 -0.080 0.798 input 3 19.622 -2.412 0.000 17.210 LISTING OF PEERS: peer lambda weight 1 0.957 Results for firm: 18 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.554 0.000 0.000 32.554 input 1 0.061 0.000 0.000 0.061 input 2 0.492 0.000 0.000 0.492 input 3 19.054 0.000 0.000 19.054 LISTING OF PEERS: peer lambda weight 18 1.000 Results for firm: 19 Technical efficiency = 0.855 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.383 0.000 0.000 30.383 input 1 0.055 -0.008 -0.012 0.035 input 2 0.799 -0.115 0.000 0.683 input 3 19.294 -2.788 0.000 16.506 LISTING OF PEERS: peer lambda weight 1 0.697 18 0.208 Results for firm: 20 Technical efficiency = 0.817 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.647 0.000 0.000 29.647 input 1 0.066 -0.012 -0.025 0.028 input 2 3.857 -0.705 -2.422 0.730 input 3 19.273 -3.525 0.000 15.748 LISTING OF PEERS: peer lambda weight 1 0.875 Results for firm: 21 Technical efficiency = 0.839 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.640 0.000 0.000 29.640 input 1 0.045 -0.007 -0.007 0.031 input 2 0.836 -0.135 0.000 0.701 input 3 18.965 -3.059 0.000 15.906 LISTING OF PEERS: peer lambda weight 18 0.092 1 0.787 Results for firm: 22 Technical efficiency = 0.830 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.473 0.000 0.000 29.473 input 1 0.054 -0.009 -0.017 0.028 input 2 23.092 -3.932 -18.435 0.725 input 3 18.867 -3.212 0.000 15.655 LISTING OF PEERS: peer lambda weight 1 0.870 Results for firm: 23 Technical efficiency = 0.778 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.700 0.000 0.000 28.700 input 1 0.054 -0.012 -0.014 0.027 input 2 2.589 -0.575 -1.307 0.706 input 3 19.598 -4.354 0.000 15.245 LISTING OF PEERS: peer lambda weight 1 0.847 Results for firm: 24 Technical efficiency = 0.795 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.196 0.000 0.000 28.196 input 1 0.054 -0.011 -0.016 0.027 input 2 7.161 -1.466 -5.001 0.694 input 3 18.831 -3.854 0.000 14.977 LISTING OF PEERS: peer lambda weight 1 0.832 Results for firm: 25 Technical efficiency = 0.804 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.033 0.000 0.000 30.033 input 1 0.068 -0.013 -0.026 0.029 input 2 17.965 -3.525 -13.700 0.739 input 3 19.848 -3.895 0.000 15.953 LISTING OF PEERS: peer lambda weight 1 0.887 Results for firm: 26 Technical efficiency = 0.926 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.236 0.000 0.000 29.236 input 1 0.056 -0.004 0.000 0.052 input 2 0.446 -0.033 0.000 0.413 input 3 18.907 -1.391 0.000 17.516 LISTING OF PEERS: peer lambda weight 18 0.504 1 0.089 27 0.337 Results for firm: 27 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.193 0.000 0.000 29.193 input 1 0.055 0.000 0.000 0.055 input 2 0.273 0.000 0.000 0.273 input 3 18.768 0.000 0.000 18.768 LISTING OF PEERS: peer lambda weight 27 1.000 Results for firm: 28 Technical efficiency = 0.874 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.587 0.000 0.000 30.587 input 1 0.041 -0.005 -0.006 0.029 input 2 2.273 -0.286 -1.234 0.753 input 3 18.588 -2.342 0.000 16.247 LISTING OF PEERS: peer lambda weight 1 0.903 Results for firm: 29 Technical efficiency = 0.851 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.410 0.000 0.000 30.410 input 1 0.089 -0.013 -0.047 0.029 input 2 1.245 -0.185 -0.312 0.749 input 3 18.974 -2.821 0.000 16.153 LISTING OF PEERS: peer lambda weight 1 0.898 Results for firm: 30 Technical efficiency = 0.882 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.078 0.000 0.000 30.078 input 1 0.050 -0.006 -0.003 0.041 input 2 0.688 -0.081 0.000 0.607 input 3 18.971 -2.234 0.000 16.737 LISTING OF PEERS: peer lambda weight 1 0.473 18 0.432 Results for firm: 31 Technical efficiency = 0.834 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.510 0.000 0.000 29.510 input 1 0.036 -0.006 -0.002 0.028 input 2 3.021 -0.500 -1.794 0.726 input 3 18.787 -3.112 0.000 15.675 LISTING OF PEERS: peer lambda weight 1 0.871 Results for firm: 32 Technical efficiency = 0.880 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.735 0.000 0.000 30.735 input 1 0.060 -0.007 -0.024 0.029 input 2 2.303 -0.277 -1.269 0.757 input 3 18.559 -2.234 0.000 16.326 LISTING OF PEERS: peer lambda weight 1 0.907 Results for firm: 33 Technical efficiency = 0.869 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 26.697 0.000 0.000 26.697 input 1 0.078 -0.010 -0.018 0.050 input 2 0.364 -0.048 0.000 0.317 input 3 18.970 -2.478 0.000 16.491 LISTING OF PEERS: peer lambda weight 27 0.515 18 0.359 Results for firm: 34 Technical efficiency = 0.778 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.703 0.000 0.000 28.703 input 1 0.060 -0.013 -0.019 0.027 input 2 10.833 -2.404 -7.723 0.707 input 3 19.594 -4.348 0.000 15.246 LISTING OF PEERS: peer lambda weight 1 0.847 Results for firm: 35 Technical efficiency = 0.931 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.512 0.000 0.000 28.512 input 1 0.073 -0.005 -0.014 0.053 input 2 0.379 -0.026 0.000 0.353 input 3 18.764 -1.294 0.000 17.470 LISTING OF PEERS: peer lambda weight 18 0.459 27 0.465 Results for firm: 36 Technical efficiency = 0.787 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.129 0.000 0.000 28.129 input 1 0.073 -0.016 -0.031 0.027 input 2 2.046 -0.435 -0.918 0.692 input 3 18.977 -4.036 0.000 14.941 LISTING OF PEERS: peer lambda weight 1 0.830 Results for firm: 37 Technical efficiency = 0.842 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.339 0.000 0.000 29.339 input 1 0.066 -0.010 -0.027 0.028 input 2 5.661 -0.896 -4.042 0.722 input 3 18.516 -2.932 0.000 15.584 LISTING OF PEERS: peer lambda weight 1 0.866 Results for firm: 38 Technical efficiency = 0.836 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.003 0.000 0.000 29.003 input 1 0.083 -0.014 -0.042 0.028 input 2 3.645 -0.598 -2.334 0.714 input 3 18.427 -3.022 0.000 15.405 LISTING OF PEERS: peer lambda weight 1 0.856