2022-23 Faculty Equity Regression Calculations
Division of Management Information PN 2011/107
Model: All faculty: Dependent variable measured as log salary The REG Procedure Model: MODEL1 Dependent Variable: logsal Number of Observations Read 1865 Number of Observations Used 1865 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 222.13521 2.41451 133.21 <.0001 Error 1772 32.11793 0.01813 Corrected Total 1864 254.25314 Root MSE 0.13463 R-Square 0.8737 Dependent Mean 11.75962 Adj R-Sq 0.8671 Coeff Var 1.14485 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.61556 0.03318 350.03 <.0001 257908 0 prof 1 0.35722 0.01298 27.53 <.0001 92.25220 0.48075 asso 1 0.10297 0.00983 10.48 <.0001 2.33146 0.12607 phd 1 0.02994 0.01606 1.86 0.0625 11.07976 0.02407 sex 1 -0.00906 0.00701 -1.29 0.1960 1.75793 -0.01194 r1 1 0.02594 0.07112 0.36 0.7154 0.10631 0.00325 r2 1 0.01017 0.00885 1.15 0.2507 1.95199 0.01077 r3 1 0.00404 0.01595 0.25 0.7998 0.02814 0.00232 r5 1 0.02499 0.01295 1.93 0.0538 0.00943 0.01789 r6 1 0.00377 0.01345 0.28 0.7794 0.10793 0.00263 yrsdegr 1 0.00369 0.00045303 8.14 <.0001 0.24547 0.11606 rank1 1 -0.07531 0.00899 -8.38 <.0001 3.28035 -0.08208 adm 1 0.10436 0.00916 11.40 <.0001 4.77464 0.11329 dpts 1 0.05846 0.00842 6.94 <.0001 4.76454 0.06811 D1 1 -0.27217 0.03436 -7.92 <.0001 0.37478 -0.09573 D2 1 -0.32220 0.03799 -8.48 <.0001 0.78768 -0.09422 D3 1 -0.19869 0.03972 -5.00 <.0001 0.12821 -0.05404 D4 1 -0.32968 0.03848 -8.57 <.0001 0.50213 -0.09421 D5 1 -0.26103 0.03494 -7.47 <.0001 0.38261 -0.08894 D6 1 -0.36698 0.03797 -9.67 <.0001 1.03857 -0.10731 D7 1 0.64010 0.03710 17.25 <.0001 13.34697 0.19539 D8 1 0.61309 0.03441 17.82 <.0001 17.44105 0.21563 D9 1 0.38410 0.03134 12.26 <.0001 15.11104 0.17127 D10 1 -0.29741 0.05141 -5.79 <.0001 0.07614 -0.05582 D11 1 -0.34888 0.04041 -8.63 <.0001 0.28323 -0.09238 D12 1 -0.33972 0.03922 -8.66 <.0001 0.42683 -0.09477 D13 1 -0.34713 0.03566 -9.73 <.0001 0.64359 -0.11433 D14 1 -0.09241 0.03064 -3.02 0.0026 0.26504 -0.04271 D15 1 -0.02754 0.03058 -0.90 0.3680 1.03508 -0.01273 D16 1 0.01876 0.04273 0.44 0.6607 0.45031 0.00454 D17 1 -0.08615 0.03917 -2.20 0.0280 0.09557 -0.02403 D18 1 0.11113 0.02905 3.83 0.0001 6.15977 0.06135 D19 1 -0.06943 0.03788 -1.83 0.0670 0.34422 -0.02030 D20 1 -0.04864 0.03149 -1.54 0.1226 0.99891 -0.02086 D21 1 0.00737 0.03656 0.20 0.8403 1.18253 0.00229 D22 1 0.04219 0.02923 1.44 0.1491 4.85827 0.02287 D23 1 -0.04754 0.04620 -1.03 0.3036 0.44481 -0.01029 D24 1 -0.49332 0.03136 -15.73 <.0001 1.98703 -0.21997 D25 1 -0.44561 0.03405 -13.09 <.0001 0.62060 -0.16829 D26 1 -0.34726 0.05161 -6.73 <.0001 0.02214 -0.06518 D27 1 -0.35497 0.05133 -6.92 <.0001 0.14498 -0.06662 D28 1 -0.34626 0.03747 -9.24 <.0001 0.03003 -0.10785 D29 1 -0.50718 0.05069 -10.01 <.0001 0.30104 -0.10031 D30 1 -0.48600 0.04488 -10.83 <.0001 0.36287 -0.11361 D31 1 -0.32531 0.04269 -7.62 <.0001 0.13107 -0.07870 D32 1 -0.33341 0.05133 -6.50 <.0001 0.06338 -0.06258 D33 1 -0.24475 0.05393 -4.54 <.0001 0.00745 -0.04332 D34 1 0.17249 0.03743 4.61 <.0001 6.34577 0.05580 D35 1 -0.42233 0.03709 -11.39 <.0001 0.74792 -0.12892 D36 1 -0.13351 0.04610 -2.90 0.0038 0.10993 -0.02891 D37 1 -0.26816 0.03046 -8.80 <.0001 0.15327 -0.12712 D38 1 -0.19030 0.04609 -4.13 <.0001 0.01758 -0.04121 D39 1 -0.24987 0.03221 -7.76 <.0001 0.02273 -0.10157 D40 1 -0.27833 0.05517 -5.04 <.0001 0.01585 -0.04927 D41 1 -0.26860 0.04482 -5.99 <.0001 0.00893 -0.06052 D42 1 -0.17677 0.05683 -3.11 0.0019 0.02360 -0.02928 D43 1 -0.45005 0.04965 -9.06 <.0001 0.50924 -0.08902 D44 1 -0.20066 0.04491 -4.47 <.0001 0.00528 -0.04522 D45 1 0.22890 0.03848 5.95 <.0001 4.39048 0.06541 D46 1 -0.06990 0.03553 -1.97 0.0493 0.77084 -0.02302 D47 1 -0.31665 0.04494 -7.05 <.0001 0.09052 -0.07135 D48 1 -0.25325 0.04503 -5.62 <.0001 0.00599 -0.05707 D49 1 -0.29376 0.03448 -8.52 <.0001 0.06150 -0.10332 D50 1 -0.25926 0.03854 -6.73 <.0001 0.00372 -0.07409 D51 1 -0.34573 0.06036 -5.73 <.0001 0.06358 -0.05303 D52 1 -0.34272 0.03177 -10.79 <.0001 0.35258 -0.14397 D53 1 -0.28563 0.04938 -5.78 <.0001 0.02447 -0.05649 D54 1 -0.08904 0.03998 -2.23 0.0261 0.35241 -0.02422 D55 1 -0.25569 0.04281 -5.97 <.0001 0.00467 -0.06185 D56 1 -0.36522 0.04430 -8.24 <.0001 0.20606 -0.08538 D57 1 -0.20116 0.04497 -4.47 <.0001 0.01585 -0.04533 D58 1 -0.28159 0.04757 -5.92 <.0001 0.03041 -0.05840 D59 1 -0.26524 0.05383 -4.93 <.0001 0.00432 -0.04695 D60 1 0.00377 0.03970 0.09 0.9244 1.04248 0.00102 D61 1 -0.18536 0.03744 -4.95 <.0001 0.09731 -0.05540 D62 1 -0.36058 0.05213 -6.92 <.0001 0.10551 -0.06768 D63 1 -0.33720 0.05679 -5.94 <.0001 0.06359 -0.05585 D64 1 -0.27185 0.04615 -5.89 <.0001 0.01281 -0.05887 D65 1 -0.28573 0.04934 -5.79 <.0001 0.02112 -0.05651 D66 1 -0.44128 0.06519 -6.77 <.0001 0.19425 -0.06180 D67 1 -0.23062 0.04184 -5.51 <.0001 0.00016147 -0.05760 D68 1 -0.41500 0.06512 -6.37 <.0001 0.16663 -0.05812 D69 1 -0.33587 0.05785 -5.81 <.0001 0.05691 -0.05562 D70 1 -0.39118 0.04940 -7.92 <.0001 0.22673 -0.07737 D71 1 -0.33162 0.06706 -4.94 <.0001 0.04658 -0.04644 D72 1 -0.26713 0.03301 -8.09 <.0001 0.05251 -0.10222 D73 1 -0.29937 0.04610 -6.49 <.0001 0.06607 -0.06483 D74 1 -0.33545 0.04481 -7.49 <.0001 0.16808 -0.07559 D75 1 -0.17931 0.03132 -5.72 <.0001 0.39165 -0.07995 D76 1 0.14066 0.03798 3.70 0.0002 3.63225 0.04113 D77 1 -0.25742 0.03754 -6.86 <.0001 0.05572 -0.07694 D78 1 -0.15750 0.03263 -4.83 <.0001 1.38550 -0.06255 D79 1 -0.62716 0.03131 -20.03 <.0001 7.27378 -0.34003