Results from DEAP Version 2.1 Instruction file = T13-ins.txt Data file = T13-dta.txt Input orientated DEA Scale assumption: CRS Slacks calculated using multi-stage method EFFICIENCY SUMMARY: firm te 1 0.982 2 1.000 3 1.000 4 1.000 5 0.976 6 0.857 7 0.955 8 0.999 9 0.996 10 0.926 11 0.888 12 0.966 13 0.942 14 0.977 15 1.000 16 1.000 17 0.982 18 1.000 19 0.877 20 0.897 21 0.920 22 0.889 23 0.829 24 0.841 25 0.894 26 0.899 27 0.906 28 0.943 29 0.961 30 0.904 31 0.862 32 1.000 33 0.828 34 0.844 35 0.866 36 0.840 37 0.894 38 0.863 mean 0.926 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 0.000 0.000 0.000 4 0.000 0.000 0.000 5 0.000 0.000 0.000 6 0.010 3.285 0.000 7 0.021 0.000 0.000 8 0.002 0.000 0.000 9 0.003 0.000 0.000 10 0.039 1.083 0.000 11 0.008 2.950 0.000 12 0.024 0.058 0.000 13 0.013 0.000 0.000 14 0.045 0.000 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 0.001 0.000 0.000 20 0.012 0.000 0.000 21 0.000 0.000 0.413 22 0.029 5.382 0.000 23 0.022 1.022 0.000 24 0.041 20.805 0.000 25 0.000 0.000 0.000 26 0.005 0.000 0.000 27 0.002 0.000 0.000 28 0.013 0.000 0.000 29 0.024 0.000 0.000 30 0.003 0.000 0.000 31 0.005 0.764 0.000 32 0.000 0.000 0.000 33 0.029 0.000 0.000 34 0.002 0.000 0.000 35 0.021 0.096 0.000 36 0.035 1.611 0.000 37 0.053 0.000 0.000 38 0.041 4.959 0.000 mean 0.013 1.106 0.011 SUMMARY OF PEERS: firm peers: 1 2 3 4 2 2 3 3 4 4 5 18 3 2 6 3 7 18 3 8 18 16 9 18 3 10 3 11 3 12 3 13 18 3 14 18 3 15 15 16 16 17 18 2 16 18 18 19 18 3 20 18 3 21 16 15 22 3 23 3 24 3 25 18 2 16 26 3 18 27 18 16 28 18 3 29 16 15 30 3 18 31 3 32 32 33 18 3 34 18 3 35 3 36 3 37 3 18 38 3 SUMMARY OF PEER WEIGHTS: (in same order as above) firm peer weights: 1 0.258 0.128 0.603 2 1.000 3 1.000 4 1.000 5 0.404 0.398 0.184 6 0.908 7 0.429 0.522 8 0.715 0.293 9 0.466 0.511 10 0.935 11 0.912 12 0.994 13 0.400 0.575 14 0.183 0.758 15 1.000 16 1.000 17 0.247 0.138 0.618 18 1.000 19 0.551 0.331 20 0.463 0.428 21 0.287 0.657 22 0.878 23 0.827 24 0.821 25 0.295 0.543 0.060 26 0.225 0.655 27 0.604 0.295 28 0.445 0.465 29 0.636 0.338 30 0.197 0.697 31 0.826 32 1.000 33 0.338 0.471 34 0.473 0.384 35 0.848 36 0.826 37 0.866 0.011 38 0.832 PEER COUNT SUMMARY: (i.e., no. times each firm is a peer for another) firm peer count: 1 0 2 4 3 25 4 1 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 2 16 6 17 0 18 17 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 33.155 2 33.789 3 33.705 4 33.375 5 32.687 6 30.608 7 31.441 8 32.157 9 32.274 10 31.521 11 30.726 12 33.505 13 32.304 14 31.432 15 30.504 16 31.038 17 31.786 18 32.266 19 28.939 20 29.339 21 28.951 22 29.586 23 27.870 24 27.682 25 29.735 26 28.714 27 28.670 28 30.021 29 30.036 30 29.141 31 27.846 32 29.224 33 26.790 34 28.195 35 28.575 36 27.825 37 29.546 38 28.048 SUMMARY OF INPUT TARGETS: firm input: 1 2 3 1 0.021 2.594 19.247 2 0.026 2.559 19.441 3 0.025 3.782 18.830 4 0.019 2.406 19.605 5 0.039 2.552 18.666 6 0.023 3.435 17.100 7 0.039 2.585 17.884 8 0.055 1.357 18.773 9 0.040 2.597 18.378 10 0.023 3.537 17.610 11 0.023 3.448 17.166 12 0.025 3.760 18.718 13 0.038 2.745 18.345 14 0.030 3.126 17.696 15 0.064 0.688 18.536 16 0.041 1.161 18.281 17 0.044 1.421 18.601 18 0.059 1.423 18.771 19 0.041 2.036 16.577 20 0.038 2.275 16.735 21 0.054 0.785 17.426 22 0.022 3.320 16.529 23 0.021 3.127 15.570 24 0.021 3.106 15.465 25 0.034 1.879 17.195 26 0.045 1.782 16.529 27 0.048 1.203 16.745 28 0.038 2.390 17.103 29 0.048 0.971 17.883 30 0.046 1.738 16.799 31 0.021 3.125 15.557 32 0.008 2.496 18.950 33 0.032 2.263 15.219 34 0.038 2.124 16.104 35 0.021 3.206 15.964 36 0.021 3.122 15.545 37 0.022 3.290 16.515 38 0.021 3.147 15.670 FIRM BY FIRM RESULTS: Results for firm: 1 Technical efficiency = 0.982 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.155 0.000 0.000 33.155 input 1 0.022 0.000 0.000 0.021 input 2 2.643 -0.049 0.000 2.594 input 3 19.607 -0.360 0.000 19.247 LISTING OF PEERS: peer lambda weight 2 0.258 3 0.128 4 0.603 Results for firm: 2 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.789 0.000 0.000 33.789 input 1 0.026 0.000 0.000 0.026 input 2 2.559 0.000 0.000 2.559 input 3 19.441 0.000 0.000 19.441 LISTING OF PEERS: peer lambda weight 2 1.000 Results for firm: 3 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.705 0.000 0.000 33.705 input 1 0.025 0.000 0.000 0.025 input 2 3.782 0.000 0.000 3.782 input 3 18.830 0.000 0.000 18.830 LISTING OF PEERS: peer lambda weight 3 1.000 Results for firm: 4 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.375 0.000 0.000 33.375 input 1 0.019 0.000 0.000 0.019 input 2 2.406 0.000 0.000 2.406 input 3 19.605 0.000 0.000 19.605 LISTING OF PEERS: peer lambda weight 4 1.000 Results for firm: 5 Technical efficiency = 0.976 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.687 0.000 0.000 32.687 input 1 0.040 -0.001 0.000 0.039 input 2 2.614 -0.062 0.000 2.552 input 3 19.118 -0.452 0.000 18.666 LISTING OF PEERS: peer lambda weight 18 0.404 3 0.398 2 0.184 Results for firm: 6 Technical efficiency = 0.857 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.608 0.000 0.000 30.608 input 1 0.038 -0.005 -0.010 0.023 input 2 7.840 -1.121 -3.285 3.435 input 3 19.953 -2.853 0.000 17.100 LISTING OF PEERS: peer lambda weight 3 0.908 Results for firm: 7 Technical efficiency = 0.955 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.441 0.000 0.000 31.441 input 1 0.062 -0.003 -0.021 0.039 input 2 2.707 -0.122 0.000 2.585 input 3 18.726 -0.841 0.000 17.884 LISTING OF PEERS: peer lambda weight 18 0.429 3 0.522 Results for firm: 8 Technical efficiency = 0.999 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.157 0.000 0.000 32.157 input 1 0.056 0.000 -0.002 0.055 input 2 1.358 -0.001 0.000 1.357 input 3 18.789 -0.016 0.000 18.773 LISTING OF PEERS: peer lambda weight 18 0.715 16 0.293 Results for firm: 9 Technical efficiency = 0.996 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.274 0.000 0.000 32.274 input 1 0.043 0.000 -0.003 0.040 input 2 2.608 -0.011 0.000 2.597 input 3 18.453 -0.075 0.000 18.378 LISTING OF PEERS: peer lambda weight 18 0.466 3 0.511 Results for firm: 10 Technical efficiency = 0.926 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.521 0.000 0.000 31.521 input 1 0.067 -0.005 -0.039 0.023 input 2 4.989 -0.368 -1.083 3.537 input 3 19.013 -1.403 0.000 17.610 LISTING OF PEERS: peer lambda weight 3 0.935 Results for firm: 11 Technical efficiency = 0.888 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.726 0.000 0.000 30.726 input 1 0.035 -0.004 -0.008 0.023 input 2 7.206 -0.808 -2.950 3.448 input 3 19.334 -2.169 0.000 17.166 LISTING OF PEERS: peer lambda weight 3 0.912 Results for firm: 12 Technical efficiency = 0.966 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 33.505 0.000 0.000 33.505 input 1 0.050 -0.002 -0.024 0.025 input 2 3.953 -0.135 -0.058 3.760 input 3 19.382 -0.664 0.000 18.718 LISTING OF PEERS: peer lambda weight 3 0.994 Results for firm: 13 Technical efficiency = 0.942 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.304 0.000 0.000 32.304 input 1 0.054 -0.003 -0.013 0.038 input 2 2.913 -0.168 0.000 2.745 input 3 19.470 -1.125 0.000 18.345 LISTING OF PEERS: peer lambda weight 18 0.400 3 0.575 Results for firm: 14 Technical efficiency = 0.977 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.432 0.000 0.000 31.432 input 1 0.077 -0.002 -0.045 0.030 input 2 3.199 -0.073 0.000 3.126 input 3 18.109 -0.413 0.000 17.696 LISTING OF PEERS: peer lambda weight 18 0.183 3 0.758 Results for firm: 15 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.504 0.000 0.000 30.504 input 1 0.064 0.000 0.000 0.064 input 2 0.688 0.000 0.000 0.688 input 3 18.536 0.000 0.000 18.536 LISTING OF PEERS: peer lambda weight 15 1.000 Results for firm: 16 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.038 0.000 0.000 31.038 input 1 0.041 0.000 0.000 0.041 input 2 1.161 0.000 0.000 1.161 input 3 18.281 0.000 0.000 18.281 LISTING OF PEERS: peer lambda weight 16 1.000 Results for firm: 17 Technical efficiency = 0.982 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 31.786 0.000 0.000 31.786 input 1 0.045 -0.001 0.000 0.044 input 2 1.447 -0.027 0.000 1.421 input 3 18.950 -0.349 0.000 18.601 LISTING OF PEERS: peer lambda weight 18 0.247 2 0.138 16 0.618 Results for firm: 18 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 32.266 0.000 0.000 32.266 input 1 0.059 0.000 0.000 0.059 input 2 1.423 0.000 0.000 1.423 input 3 18.771 0.000 0.000 18.771 LISTING OF PEERS: peer lambda weight 18 1.000 Results for firm: 19 Technical efficiency = 0.877 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.939 0.000 0.000 28.939 input 1 0.047 -0.006 -0.001 0.041 input 2 2.322 -0.286 0.000 2.036 input 3 18.907 -2.330 0.000 16.577 LISTING OF PEERS: peer lambda weight 18 0.551 3 0.331 Results for firm: 20 Technical efficiency = 0.897 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.339 0.000 0.000 29.339 input 1 0.056 -0.006 -0.012 0.038 input 2 2.538 -0.262 0.000 2.275 input 3 18.665 -1.930 0.000 16.735 LISTING OF PEERS: peer lambda weight 18 0.463 3 0.428 Results for firm: 21 Technical efficiency = 0.920 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.951 0.000 0.000 28.951 input 1 0.059 -0.005 0.000 0.054 input 2 0.854 -0.069 0.000 0.785 input 3 19.395 -1.557 -0.413 17.426 LISTING OF PEERS: peer lambda weight 16 0.287 15 0.657 Results for firm: 22 Technical efficiency = 0.889 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.586 0.000 0.000 29.586 input 1 0.057 -0.006 -0.029 0.022 input 2 9.788 -1.086 -5.382 3.320 input 3 18.591 -2.062 0.000 16.529 LISTING OF PEERS: peer lambda weight 3 0.878 Results for firm: 23 Technical efficiency = 0.829 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.870 0.000 0.000 27.870 input 1 0.052 -0.009 -0.022 0.021 input 2 5.002 -0.853 -1.022 3.127 input 3 18.771 -3.200 0.000 15.570 LISTING OF PEERS: peer lambda weight 3 0.827 Results for firm: 24 Technical efficiency = 0.841 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.682 0.000 0.000 27.682 input 1 0.073 -0.012 -0.041 0.021 input 2 28.425 -4.514 -20.805 3.106 input 3 18.384 -2.919 0.000 15.465 LISTING OF PEERS: peer lambda weight 3 0.821 Results for firm: 25 Technical efficiency = 0.894 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.735 0.000 0.000 29.735 input 1 0.038 -0.004 0.000 0.034 input 2 2.101 -0.222 0.000 1.879 input 3 19.224 -2.029 0.000 17.195 LISTING OF PEERS: peer lambda weight 18 0.295 2 0.543 16 0.060 Results for firm: 26 Technical efficiency = 0.899 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.714 0.000 0.000 28.714 input 1 0.055 -0.006 -0.005 0.045 input 2 1.982 -0.200 0.000 1.782 input 3 18.384 -1.855 0.000 16.529 LISTING OF PEERS: peer lambda weight 3 0.225 18 0.655 Results for firm: 27 Technical efficiency = 0.906 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.670 0.000 0.000 28.670 input 1 0.055 -0.005 -0.002 0.048 input 2 1.328 -0.125 0.000 1.203 input 3 18.490 -1.745 0.000 16.745 LISTING OF PEERS: peer lambda weight 18 0.604 16 0.295 Results for firm: 28 Technical efficiency = 0.943 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.021 0.000 0.000 30.021 input 1 0.054 -0.003 -0.013 0.038 input 2 2.533 -0.143 0.000 2.390 input 3 18.128 -1.025 0.000 17.103 LISTING OF PEERS: peer lambda weight 18 0.445 3 0.465 Results for firm: 29 Technical efficiency = 0.961 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 30.036 0.000 0.000 30.036 input 1 0.074 -0.003 -0.024 0.048 input 2 1.010 -0.039 0.000 0.971 input 3 18.605 -0.722 0.000 17.883 LISTING OF PEERS: peer lambda weight 16 0.636 15 0.338 Results for firm: 30 Technical efficiency = 0.904 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.141 0.000 0.000 29.141 input 1 0.055 -0.005 -0.003 0.046 input 2 1.923 -0.185 0.000 1.738 input 3 18.588 -1.789 0.000 16.799 LISTING OF PEERS: peer lambda weight 3 0.197 18 0.697 Results for firm: 31 Technical efficiency = 0.862 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.846 0.000 0.000 27.846 input 1 0.030 -0.004 -0.005 0.021 input 2 4.513 -0.625 -0.764 3.125 input 3 18.056 -2.499 0.000 15.557 LISTING OF PEERS: peer lambda weight 3 0.826 Results for firm: 32 Technical efficiency = 1.000 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.224 0.000 0.000 29.224 input 1 0.008 0.000 0.000 0.008 input 2 2.496 0.000 0.000 2.496 input 3 18.950 0.000 0.000 18.950 LISTING OF PEERS: peer lambda weight 32 1.000 Results for firm: 33 Technical efficiency = 0.828 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 26.790 0.000 0.000 26.790 input 1 0.073 -0.013 -0.029 0.032 input 2 2.732 -0.469 0.000 2.263 input 3 18.373 -3.154 0.000 15.219 LISTING OF PEERS: peer lambda weight 18 0.338 3 0.471 Results for firm: 34 Technical efficiency = 0.844 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.195 0.000 0.000 28.195 input 1 0.047 -0.007 -0.002 0.038 input 2 2.517 -0.393 0.000 2.124 input 3 19.082 -2.978 0.000 16.104 LISTING OF PEERS: peer lambda weight 18 0.473 3 0.384 Results for firm: 35 Technical efficiency = 0.866 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.575 0.000 0.000 28.575 input 1 0.049 -0.007 -0.021 0.021 input 2 3.812 -0.510 -0.096 3.206 input 3 18.429 -2.465 0.000 15.964 LISTING OF PEERS: peer lambda weight 3 0.848 Results for firm: 36 Technical efficiency = 0.840 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 27.825 0.000 0.000 27.825 input 1 0.066 -0.011 -0.035 0.021 input 2 5.637 -0.903 -1.611 3.122 input 3 18.512 -2.967 0.000 15.545 LISTING OF PEERS: peer lambda weight 3 0.826 Results for firm: 37 Technical efficiency = 0.894 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 29.546 0.000 0.000 29.546 input 1 0.084 -0.009 -0.053 0.022 input 2 3.680 -0.389 0.000 3.290 input 3 18.469 -1.954 0.000 16.515 LISTING OF PEERS: peer lambda weight 3 0.866 18 0.011 Results for firm: 38 Technical efficiency = 0.863 PROJECTION SUMMARY: variable original radial slack projected value movement movement value output 1 28.048 0.000 0.000 28.048 input 1 0.072 -0.010 -0.041 0.021 input 2 9.392 -1.286 -4.959 3.147 input 3 18.155 -2.485 0.000 15.670 LISTING OF PEERS: peer lambda weight 3 0.832