2009-10 Faculty Equity Regression Model
Division of Management Information PN 2010/022
Model: All faculty: Dependent variable measured as log salary The REG Procedure Model: MODEL1 Dependent Variable: logsal Number of Observations Read 1883 Number of Observations Used 1883 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 95 203.07851 2.13767 86.55 <.0001 Error 1787 44.13619 0.02470 Corrected Total 1882 247.21469 Root MSE 0.15716 R-Square 0.8215 Dependent Mean 11.44787 Adj R-Sq 0.8120 Coeff Var 1.37281 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.24267 0.03634 309.35 <.0001 246774 0 prof 1 0.35731 0.01491 23.96 <.0001 107.73674 0.48908 assoc 1 0.09708 0.01164 8.34 <.0001 1.73756 0.12316 phd 1 0.04027 0.01809 2.23 0.0261 11.38728 0.03477 sex 1 0.01468 0.00889 1.65 0.0989 2.68721 0.01867 r1 1 0.00884 0.05576 0.16 0.8741 0.04574 0.00168 r2 1 0.00292 0.01112 0.26 0.7932 1.08551 0.00290 r3 1 0.00270 0.01839 0.15 0.8831 0.01316 0.00163 r4 1 0.02605 0.01836 1.42 0.1562 0.00120 0.01526 yrsdegr 1 0.00252 0.00052610 4.79 <.0001 0.12464 0.07741 rank1 1 -0.12359 0.00958 -12.90 <.0001 5.06520 -0.14601 ADM 1 0.15860 0.01330 11.92 <.0001 5.04789 0.12774 DPTS 1 0.04017 0.00410 9.80 <.0001 1.56323 0.11975 D1 1 -0.16150 0.03814 -4.23 <.0001 0.60356 -0.06348 D2 1 -0.21722 0.04357 -4.99 <.0001 0.60080 -0.06585 D3 1 -0.11758 0.04474 -2.63 0.0087 0.29047 -0.03408 D4 1 -0.17681 0.04678 -3.78 0.0002 0.21565 -0.04748 D5 1 -0.16095 0.03702 -4.35 <.0001 0.82626 -0.06710 D6 1 -0.19261 0.04287 -4.49 <.0001 0.64408 -0.05963 D7 1 0.60258 0.04689 12.85 <.0001 6.27098 0.16182 D8 1 0.68047 0.04094 16.62 <.0001 14.13346 0.23126 D9 1 0.39282 0.03698 10.62 <.0001 8.64047 0.16558 D10 1 -0.12372 0.05362 -2.31 0.0212 0.00795 -0.02717 D11 1 -0.12353 0.04487 -2.75 0.0060 0.00880 -0.03580 D12 1 -0.17025 0.04619 -3.69 0.0002 0.16773 -0.04696 D13 1 -0.09533 0.04731 -2.01 0.0441 0.00497 -0.02560 D14 1 -0.11183 0.05743 -1.95 0.0517 0.02270 -0.02243 D15 1 -0.19588 0.07088 -2.76 0.0058 0.08522 -0.03047 D16 1 0.03449 0.03583 0.96 0.3358 0.30638 0.01589 D17 1 0.07682 0.03715 2.07 0.0388 0.67468 0.03203 D18 1 0.08035 0.06320 1.27 0.2038 0.12917 0.01442 D19 1 0.09907 0.04486 2.21 0.0273 0.59722 0.02871 D20 1 0.14478 0.03682 3.93 <.0001 2.05720 0.06298 D21 1 0.06323 0.04862 1.30 0.1936 0.24385 0.01602 D22 1 0.07151 0.03669 1.95 0.0515 0.91943 0.03111 D23 1 0.09394 0.04312 2.18 0.0295 0.66959 0.02908 D24 1 0.05681 0.03499 1.62 0.1046 1.59699 0.03144 D25 1 0.07281 0.06004 1.21 0.2254 0.24826 0.01386 D26 1 -0.26299 0.03510 -7.49 <.0001 0.55659 -0.13637 D27 1 -0.27398 0.03865 -7.09 <.0001 0.25487 -0.11295 D28 1 -0.23017 0.05381 -4.28 <.0001 0.11908 -0.05055 D29 1 -0.17453 0.05531 -3.16 0.0016 0.05097 -0.03671 D30 1 -0.21146 0.04091 -5.17 <.0001 0.04814 -0.07543 D31 1 -0.29860 0.06001 -4.98 <.0001 0.03433 -0.05990 D32 1 -0.33253 0.05214 -6.38 <.0001 0.30829 -0.07884 D33 1 -0.12139 0.06271 -1.94 0.0530 0.00066924 -0.02179 D34 1 -0.14865 0.07617 -1.95 0.0511 0.00642 -0.02111 D35 1 -0.21530 0.08401 -2.56 0.0105 0.02126 -0.02736 D36 1 -0.10278 0.05444 -1.89 0.0592 0.04234 -0.02257 D37 1 0.39741 0.04008 9.92 <.0001 9.39577 0.14392 D38 1 -0.30477 0.06357 -4.79 <.0001 0.05489 -0.05471 D39 1 -0.23882 0.04069 -5.87 <.0001 0.41811 -0.08253 D40 1 -0.01867 0.05529 -0.34 0.7356 0.07663 -0.00393 D41 1 -0.09781 0.03516 -2.78 0.0055 0.00130 -0.04703 D42 1 -0.23027 0.05736 -4.01 <.0001 0.12907 -0.04619 D43 1 -0.08412 0.03599 -2.34 0.0195 0.04025 -0.03769 D44 1 -0.15626 0.06841 -2.28 0.0225 0.00793 -0.02625 D45 1 -0.18578 0.05373 -3.46 0.0006 0.04132 -0.04080 D46 1 -0.05739 0.05738 -1.00 0.3173 0.02470 -0.01151 D47 1 -0.26545 0.05119 -5.19 <.0001 0.27981 -0.06293 D48 1 -0.13316 0.04962 -2.68 0.0073 0.01763 -0.03267 D49 1 0.22334 0.04128 5.41 <.0001 3.07949 0.07460 D50 1 0.08655 0.03969 2.18 0.0293 1.48494 0.03134 D51 1 -0.17029 0.05741 -2.97 0.0031 0.01410 -0.03416 D52 1 -0.00938 0.05395 -0.17 0.8619 0.17817 -0.00206 D53 1 -0.15556 0.03820 -4.07 <.0001 0.00475 -0.06114 D54 1 -0.07999 0.04533 -1.76 0.0778 0.08525 -0.02263 D55 1 -0.20988 0.03572 -5.88 <.0001 0.12397 -0.09754 D56 1 -0.17102 0.06256 -2.73 0.0063 0.00935 -0.03070 D57 1 -0.16200 0.11822 -1.37 0.1708 0.00105 -0.01456 D58 1 -0.05319 0.05561 -0.96 0.3389 0.07004 -0.01119 D59 1 -0.07840 0.04785 -1.64 0.1015 0.06664 -0.02047 D60 1 -0.25550 0.04670 -5.47 <.0001 0.23103 -0.07047 D61 1 -0.10868 0.04615 -2.35 0.0186 0.01339 -0.02998 D62 1 -0.03304 0.05356 -0.62 0.5373 0.12485 -0.00726 D63 1 0.01718 0.05131 0.33 0.7379 0.34441 0.00407 D64 1 0.03080 0.04042 0.76 0.4461 1.03117 0.01064 D65 1 -0.15654 0.05211 -3.00 0.0027 0.00004471 -0.03577 D66 1 -0.28601 0.09545 -3.00 0.0028 0.03924 -0.03148 D67 1 -0.26709 0.04860 -5.50 <.0001 0.19220 -0.06766 D68 1 -0.23048 0.05381 -4.28 <.0001 0.07678 -0.05062 D69 1 -0.36661 0.06345 -5.78 <.0001 0.33996 -0.06581 D70 1 -0.00966 0.04689 -0.21 0.8367 0.34966 -0.00259 D71 1 -0.35507 0.06260 -5.67 <.0001 0.32008 -0.06374 D72 1 -0.24070 0.08469 -2.84 0.0045 0.03240 -0.03058 D73 1 -0.19611 0.05379 -3.65 0.0003 0.02813 -0.04307 D74 1 -0.28775 0.05395 -5.33 <.0001 0.26517 -0.06319 D75 1 -0.15387 0.04022 -3.83 0.0001 0.00296 -0.05404 D76 1 -0.20043 0.04977 -4.03 <.0001 0.05762 -0.04917 D77 1 -0.17640 0.05530 -3.19 0.0014 0.01753 -0.03710 D78 1 -0.03397 0.03615 -0.94 0.3475 0.76275 -0.01507 D79 1 -0.11350 0.07638 -1.49 0.1374 0.01423 -0.01612 D80 1 0.16422 0.05521 2.97 0.0030 1.35341 0.03454 D81 1 -0.12874 0.04965 -2.59 0.0096 0.11324 -0.03159 D82 1 -0.07291 0.04600 -1.58 0.1132 0.50631 -0.02011 D83 1 -0.42349 0.03635 -11.65 <.0001 3.35261 -0.23853