2019-20 Faculty Equity Regression Calculations
Division of Management Information PN 2011/107 Model: Full professors: With terms interacting with sex
Sex interacting with years from degree The REG Procedure Model: MODEL1 Dependent Variable: actual Number of Observations Read 847 Number of Observations Used 847 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 89 1.574344E12 17689261436 21.33 <.0001 Error 757 6.278017E11 829328550 Corrected Total 846 2.202146E12 Root MSE 28798 R-Square 0.7149 Dependent Mean 159721 Adj R-Sq 0.6814 Coeff Var 18.03022 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 127120 12068 10.53 <.0001 2.160767E13 0 sexyrsd 1 122.42167 285.61066 0.43 0.6683 81872845541 0.03568 phd 1 11803 5388.46524 2.19 0.0288 27572913771 0.06496 sex 1 -3491.97513 7971.26095 -0.44 0.6615 9121191467 -0.03033 r1 1 10547 21092 0.50 0.6172 2195754511 0.01004 r2 1 1.76863 3054.74593 0.00 0.9995 4546721755 0.00001285 r3 1 1767.16381 6142.17329 0.29 0.7736 39206446 0.00630 r5 1 7073.12997 5058.55414 1.40 0.1624 4755070299 0.03144 r6 1 -5203.76882 7494.74137 -0.69 0.4877 3880476590 -0.01431 yrsdegr 1 1175.87005 260.19474 4.52 <.0001 6125583796 0.20866 rank1 1 13021 3632.67613 3.58 0.0004 81567342150 0.12446 adm 1 19902 2713.84883 7.33 <.0001 1.338879E11 0.17566 dpts 1 11541 2688.69837 4.29 <.0001 46882707035 0.10540 yrsfull 1 -3041.68665 298.02988 -10.21 <.0001 2.262525E11 -0.35796 D1 1 -37266 9858.67779 -3.78 0.0002 10402533030 -0.10823 D2 1 -27704 11110 -2.49 0.0129 2362598926 -0.06421 D3 1 -20270 12648 -1.60 0.1094 1743532557 -0.03845 D4 1 -38974 12128 -3.21 0.0014 5291773698 -0.07837 D5 1 -33621 10407 -3.23 0.0013 8567494001 -0.08697 D6 1 -45005 13118 -3.43 0.0006 7163459118 -0.07991 D7 1 138695 12575 11.03 <.0001 1.646094E11 0.26310 D8 1 146392 13122 11.16 <.0001 1.719029E11 0.25992 D9 1 72441 10721 6.76 <.0001 98822202499 0.18114 D10 1 -28524 16294 -1.75 0.0804 67411944 -0.03835 D11 1 -30476 16498 -1.85 0.0651 459475974 -0.04098 D12 1 -39618 11808 -3.36 0.0008 4718424845 -0.08392 D13 1 -34676 10851 -3.20 0.0015 6822820928 -0.08671 D14 1 -10175 8673.47332 -1.17 0.2411 92579115 -0.04131 D15 1 3872.68333 9087.53434 0.43 0.6701 7086886378 0.01358 D16 1 35694 13199 2.70 0.0070 13081581524 0.06337 D17 1 5286.84431 11414 0.46 0.6434 4791298886 0.01174 D18 1 13957 8739.78401 1.60 0.1107 27935490391 0.05522 D19 1 11532 13111 0.88 0.3794 6448260259 0.02048 D20 1 12348 9086.59767 1.36 0.1746 24098585909 0.04404 D21 1 17522 11368 1.54 0.1236 14966999383 0.03891 D22 1 15040 8426.52050 1.78 0.0747 60088329768 0.06952 D23 1 14889 14890 1.00 0.3176 8048468225 0.02237 D24 1 -54282 8981.23285 -6.04 <.0001 29761315002 -0.21189 D25 1 -35794 11196 -3.20 0.0014 2804272519 -0.08630 D26 1 -28871 18201 -1.59 0.1131 28872703 -0.03364 D27 1 -41294 16181 -2.55 0.0109 1299831638 -0.05552 D28 1 -43964 14120 -3.11 0.0019 3118072584 -0.07231 D29 1 -70567 15797 -4.47 <.0001 15326019536 -0.10602 D30 1 -72429 18303 -3.96 <.0001 10437454378 -0.08439 D31 1 -35762 14844 -2.41 0.0162 816130838 -0.05373 D32 1 -14948 16257 -0.92 0.3581 269433840 -0.02010 D33 1 -37296 16615 -2.24 0.0251 3099452942 -0.05015 D34 1 44311 9829.39902 4.51 <.0001 1.003338E11 0.15266 D35 1 -50400 10589 -4.76 <.0001 9393989617 -0.12602 D36 1 -25216 12065 -2.09 0.0369 23427812 -0.05071 D37 1 -35403 8527.73741 -4.15 <.0001 8184206485 -0.15408 D38 1 -44448 13168 -3.38 0.0008 3177727088 -0.07892 D39 1 -22978 9012.59260 -2.55 0.0110 104863223 -0.08330 D40 1 -40579 14804 -2.74 0.0063 1974440373 -0.06097 D41 1 -20454 16258 -1.26 0.2088 458643 -0.02750 D42 1 -47000 16282 -2.89 0.0040 2876082348 -0.06319 D43 1 -13020 13197 -0.99 0.3242 332957141 -0.02312 D44 1 33476 12571 2.66 0.0079 23624690680 0.06350 D45 1 6370.66975 9719.81067 0.66 0.5124 18511880059 0.01943 D46 1 -49831 12596 -3.96 <.0001 4995684179 -0.09453 D47 1 -20251 13202 -1.53 0.1255 81312600 -0.03596 D48 1 -33652 10104 -3.33 0.0009 1664335421 -0.09256 D49 1 -22067 10690 -2.06 0.0393 4987980 -0.05518 D50 1 -43547 18257 -2.39 0.0173 1305800566 -0.05074 D51 1 -44624 10195 -4.38 <.0001 7677995982 -0.12274 D52 1 -35463 18363 -1.93 0.0538 849583299 -0.04132 D53 1 -524.42460 13938 -0.04 0.9700 2467006222 -0.00086257 D54 1 -17745 12662 -1.40 0.1615 143773688 -0.03366 D55 1 -23582 15686 -1.50 0.1332 57347 -0.03543 D56 1 -33464 18304 -1.83 0.0679 376916542 -0.03899 D57 1 -37947 14831 -2.56 0.0107 1453751898 -0.05701 D58 1 -25543 29825 -0.86 0.3920 16169950 -0.01720 D59 1 -6937.54764 11426 -0.61 0.5439 2170791404 -0.01540 D60 1 -3192.45630 12071 -0.26 0.7915 3478389657 -0.00642 D62 1 -44335 16377 -2.71 0.0069 1457002576 -0.05961 D63 1 -43790 14858 -2.95 0.0033 2300883044 -0.06579 D64 1 -27655 13885 -1.99 0.0468 199782423 -0.04549 D65 1 -41864 16224 -2.58 0.0101 1631372248 -0.05629 D66 1 -18774 11373 -1.65 0.0992 49891154 -0.04169 D67 1 -36161 22164 -1.63 0.1032 378548053 -0.03442 D68 1 -35059 21772 -1.61 0.1078 393711635 -0.03337 D69 1 -20473 30761 -0.67 0.5059 564453 -0.01379 D70 1 -5002.92562 11443 -0.44 0.6621 3231592600 -0.01111 D71 1 -11687 21774 -0.54 0.5916 351680131 -0.01112 D72 1 -22383 14868 -1.51 0.1326 3025885 -0.03363 D73 1 -36176 9837.36310 -3.68 0.0003 3354352209 -0.11032 D74 1 15685 18385 0.85 0.3939 4065914064 0.01827 D75 1 -41653 18408 -2.26 0.0239 1015489489 -0.04853 D76 1 -17320 14798 -1.17 0.2422 15366445 -0.02602 D77 1 -48872 11328 -4.31 <.0001 15436497212 -0.12220
Sex interacting with administrator flag The REG Procedure Model: MODEL2 Dependent Variable: actual Number of Observations Read 847 Number of Observations Used 847 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 89 1.574267E12 17688396546 21.33 <.0001 Error 757 6.278787E11 829430234 Corrected Total 846 2.202146E12 Root MSE 28800 R-Square 0.7149 Dependent Mean 159721 Adj R-Sq 0.6814 Coeff Var 18.03133 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 124299 10607 11.72 <.0001 2.160767E13 0 sexadm 1 -1576.21644 5228.05495 -0.30 0.7631 1.130047E11 -0.01238 phd 1 11873 5386.46706 2.20 0.0278 16205658148 0.06535 sex 1 173.03866 2932.09772 0.06 0.9530 11307377605 0.00150 r1 1 11058 21123 0.52 0.6008 1820820775 0.01053 r2 1 3.73169 3056.39544 0.00 0.9990 1897159176 0.00002711 r3 1 1684.64720 6138.80930 0.27 0.7838 146276 0.00601 r5 1 7055.34008 5058.92726 1.39 0.1635 2490288662 0.03136 r6 1 -5275.16908 7493.09541 -0.70 0.4816 5175209691 -0.01451 yrsdegr 1 1271.34261 125.25009 10.15 <.0001 81505673601 0.22561 rank1 1 13108 3630.85262 3.61 0.0003 84650449358 0.12529 adm 1 20958 4626.31227 4.53 <.0001 32504875897 0.18499 dpts 1 11603 2692.36187 4.31 <.0001 46625909737 0.10597 yrsfull 1 -3045.98586 297.98416 -10.22 <.0001 2.284769E11 -0.35847 D1 1 -37404 9854.79794 -3.80 0.0002 10460357128 -0.10863 D2 1 -28251 11112 -2.54 0.0112 2754758090 -0.06548 D3 1 -20345 12646 -1.61 0.1081 1773796874 -0.03859 D4 1 -39064 12142 -3.22 0.0013 5057783281 -0.07855 D5 1 -33688 10406 -3.24 0.0013 8533595142 -0.08714 D6 1 -45053 13118 -3.43 0.0006 7128848360 -0.07999 D7 1 138688 12577 11.03 <.0001 1.650454E11 0.26309 D8 1 146549 13114 11.17 <.0001 1.738576E11 0.26020 D9 1 72103 10706 6.73 <.0001 97641575186 0.18029 D10 1 -28678 16318 -1.76 0.0792 47946385 -0.03856 D11 1 -30542 16497 -1.85 0.0645 458977750 -0.04106 D12 1 -39640 11812 -3.36 0.0008 4771789617 -0.08397 D13 1 -34545 10850 -3.18 0.0015 6412370752 -0.08638 D14 1 -10168 8674.44075 -1.17 0.2415 137953721 -0.04128 D15 1 3805.04091 9085.57379 0.42 0.6755 7138585069 0.01334 D16 1 35577 13194 2.70 0.0072 12903250208 0.06317 D17 1 5184.09974 11409 0.45 0.6497 4691184244 0.01151 D18 1 13888 8738.92732 1.59 0.1124 28282023015 0.05495 D19 1 11363 13100 0.87 0.3860 6215609326 0.02017 D20 1 12266 9084.04434 1.35 0.1773 24217785186 0.04374 D21 1 17291 11345 1.52 0.1279 14345872903 0.03839 D22 1 14917 8421.42717 1.77 0.0769 59878054074 0.06895 D23 1 14956 14894 1.00 0.3156 8261763535 0.02247 D24 1 -54336 8980.07330 -6.05 <.0001 29631047844 -0.21210 D25 1 -36127 11201 -3.23 0.0013 2991654139 -0.08710 D26 1 -29164 18194 -1.60 0.1094 39402284 -0.03398 D27 1 -41273 16192 -2.55 0.0110 1322695877 -0.05549 D28 1 -43895 14128 -3.11 0.0020 3065571351 -0.07220 D29 1 -71771 15749 -4.56 <.0001 17000860131 -0.10783 D30 1 -72150 18297 -3.94 <.0001 10123738735 -0.08406 D31 1 -35758 14857 -2.41 0.0163 815408368 -0.05372 D32 1 -15056 16254 -0.93 0.3546 260973427 -0.02024 D33 1 -37021 16594 -2.23 0.0260 2847024013 -0.04978 D34 1 44427 9824.61894 4.52 <.0001 1.01696E11 0.15306 D35 1 -50545 10580 -4.78 <.0001 9413901091 -0.12639 D36 1 -24962 12071 -2.07 0.0390 17024958 -0.05019 D37 1 -35577 8523.31397 -4.17 <.0001 8215136110 -0.15484 D38 1 -44366 13169 -3.37 0.0008 3123343132 -0.07877 D39 1 -23180 8997.59614 -2.58 0.0102 112443714 -0.08403 D40 1 -40628 14806 -2.74 0.0062 1956535894 -0.06104 D41 1 -21235 16202 -1.31 0.1904 3385708 -0.02855 D42 1 -47171 16278 -2.90 0.0039 2887873140 -0.06342 D43 1 -12891 13205 -0.98 0.3293 352869376 -0.02289 D44 1 33464 12572 2.66 0.0079 23696771737 0.06348 D45 1 6154.09789 9704.70542 0.63 0.5262 18412854893 0.01877 D46 1 -50138 12602 -3.98 <.0001 5087159820 -0.09511 D47 1 -20275 13203 -1.54 0.1250 85852240 -0.03600 D48 1 -33940 10092 -3.36 0.0008 1729478371 -0.09335 D49 1 -22098 10692 -2.07 0.0391 5509210 -0.05526 D50 1 -43682 18253 -2.39 0.0169 1291786326 -0.05089 D51 1 -44716 10192 -4.39 <.0001 7648855935 -0.12299 D52 1 -35464 18365 -1.93 0.0538 842303491 -0.04132 D53 1 -356.72109 13941 -0.03 0.9796 2520212853 -0.00058673 D54 1 -18355 12612 -1.46 0.1460 121366336 -0.03482 D55 1 -24291 15743 -1.54 0.1232 2347400 -0.03649 D56 1 -33264 18341 -1.81 0.0701 354476231 -0.03876 D57 1 -38035 14829 -2.56 0.0105 1451434278 -0.05714 D58 1 -25401 29843 -0.85 0.3950 14218925 -0.01711 D59 1 -7299.91679 11401 -0.64 0.5222 2103200373 -0.01621 D60 1 -3018.01851 12080 -0.25 0.8028 3555475210 -0.00607 D62 1 -44210 16388 -2.70 0.0071 1425012069 -0.05944 D63 1 -43516 14848 -2.93 0.0035 2233961206 -0.06538 D64 1 -27743 13883 -2.00 0.0460 199671891 -0.04563 D65 1 -42012 16227 -2.59 0.0098 1638188722 -0.05649 D66 1 -18624 11370 -1.64 0.1018 61681917 -0.04135 D67 1 -36246 22179 -1.63 0.1026 377197853 -0.03450 D68 1 -35106 21773 -1.61 0.1073 389233844 -0.03342 D69 1 -21361 30654 -0.70 0.4861 8537.66345 -0.01439 D70 1 -5306.52705 11423 -0.46 0.6424 3154857151 -0.01178 D71 1 -12174 21784 -0.56 0.5764 328759989 -0.01159 D72 1 -22552 14928 -1.51 0.1313 3042573 -0.03388 D73 1 -36257 9834.62007 -3.69 0.0002 3371963101 -0.11057 D74 1 15574 18383 0.85 0.3972 4048562293 0.01815 D75 1 -42608 18411 -2.31 0.0209 1126515542 -0.04964 D76 1 -17330 14800 -1.17 0.2420 14745257 -0.02604 D77 1 -48835 11329 -4.31 <.0001 15411645935 -0.12211
Sex interacting with number of departments The REG Procedure Model: MODEL3 Dependent Variable: actual Number of Observations Read 847 Number of Observations Used 847 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 89 1.57422E12 17687862022 21.32 <.0001 Error 757 6.279263E11 829493078 Corrected Total 846 2.202146E12 Root MSE 28801 R-Square 0.7149 Dependent Mean 159721 Adj R-Sq 0.6813 Coeff Var 18.03201 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 125479 11569 10.85 <.0001 2.160767E13 0 sexdpts 1 951.82053 5197.31964 0.18 0.8547 1.288645E11 0.01245 phd 1 11894 5388.16822 2.21 0.0276 17128817679 0.06546 sex 1 -1398.73246 6742.56114 -0.21 0.8357 17787514160 -0.01215 r1 1 10563 21104 0.50 0.6169 1894185655 0.01005 r2 1 34.28687 3053.96971 0.01 0.9910 2837317506 0.00024905 r3 1 1722.28338 6144.58201 0.28 0.7793 28575136 0.00614 r5 1 7075.63443 5059.35884 1.40 0.1624 1362845960 0.03145 r6 1 -5282.67029 7493.37199 -0.70 0.4810 5010882183 -0.01453 yrsdegr 1 1274.39426 125.07382 10.19 <.0001 69292150351 0.22615 rank1 1 13085 3630.11682 3.60 0.0003 84541159701 0.12508 adm 1 19812 2709.86233 7.31 <.0001 61968351121 0.17487 dpts 1 10848 4726.78845 2.29 0.0220 7897832267 0.09907 yrsfull 1 -3046.81815 298.17095 -10.22 <.0001 2.294399E11 -0.35856 D1 1 -37417 9855.94728 -3.80 0.0002 10374458421 -0.10867 D2 1 -27935 11096 -2.52 0.0120 2301908466 -0.06475 D3 1 -20415 12644 -1.61 0.1068 1684306487 -0.03873 D4 1 -38937 12131 -3.21 0.0014 4975433766 -0.07830 D5 1 -33739 10404 -3.24 0.0012 8363517849 -0.08727 D6 1 -45164 13117 -3.44 0.0006 7171911791 -0.08019 D7 1 138445 12596 10.99 <.0001 1.63273E11 0.26263 D8 1 146513 13124 11.16 <.0001 1.73864E11 0.26014 D9 1 72047 10726 6.72 <.0001 98013410817 0.18015 D10 1 -28211 16329 -1.73 0.0845 59457378 -0.03793 D11 1 -30750 16519 -1.86 0.0631 435698080 -0.04134 D12 1 -39865 11808 -3.38 0.0008 4754123288 -0.08445 D13 1 -34695 10868 -3.19 0.0015 6326113921 -0.08675 D14 1 -10229 8675.63012 -1.18 0.2387 136961773 -0.04153 D15 1 3739.18152 9085.91579 0.41 0.6808 7125068464 0.01311 D16 1 35430 13195 2.69 0.0074 12904957607 0.06291 D17 1 5004.92178 11412 0.44 0.6611 4697708715 0.01111 D18 1 13861 8740.68377 1.59 0.1132 28310757639 0.05484 D19 1 11133 13100 0.85 0.3957 6217891379 0.01977 D20 1 12192 9087.74352 1.34 0.1801 24282638907 0.04348 D21 1 17110 11337 1.51 0.1317 14226955058 0.03799 D22 1 14891 8422.18467 1.77 0.0774 59827465769 0.06883 D23 1 14880 14892 1.00 0.3180 8169123167 0.02235 D24 1 -54437 8982.64782 -6.06 <.0001 29743009341 -0.21249 D25 1 -35959 11190 -3.21 0.0014 2964473952 -0.08670 D26 1 -29218 18204 -1.61 0.1089 36697680 -0.03404 D27 1 -41579 16181 -2.57 0.0104 1343766124 -0.05591 D28 1 -44085 14123 -3.12 0.0019 3091756997 -0.07251 D29 1 -71481 15704 -4.55 <.0001 16728292979 -0.10739 D30 1 -72263 18300 -3.95 <.0001 10150346409 -0.08419 D31 1 -36105 14846 -2.43 0.0152 873030409 -0.05424 D32 1 -15056 16261 -0.93 0.3548 252542970 -0.02024 D33 1 -36918 16590 -2.23 0.0264 2802520330 -0.04964 D34 1 44445 9824.69556 4.52 <.0001 1.0192E11 0.15312 D35 1 -50726 10584 -4.79 <.0001 9539336522 -0.12684 D36 1 -25173 12070 -2.09 0.0373 20876055 -0.05062 D37 1 -35561 8523.54343 -4.17 <.0001 8161261968 -0.15477 D38 1 -44443 13173 -3.37 0.0008 3154789143 -0.07891 D39 1 -23282 9006.25072 -2.59 0.0099 127082457 -0.08440 D40 1 -40490 14812 -2.73 0.0064 1910200746 -0.06083 D41 1 -21165 16201 -1.31 0.1918 3365983 -0.02846 D42 1 -47271 16287 -2.90 0.0038 2916469529 -0.06356 D43 1 -13186 13226 -1.00 0.3191 316944268 -0.02341 D44 1 33373 12580 2.65 0.0082 23617020558 0.06331 D45 1 6081.07555 9708.75480 0.63 0.5313 18370958240 0.01854 D46 1 -49968 12593 -3.97 <.0001 5012332980 -0.09479 D47 1 -20334 13203 -1.54 0.1240 83799260 -0.03610 D48 1 -33912 10092 -3.36 0.0008 1701486882 -0.09327 D49 1 -22097 10694 -2.07 0.0391 6749774 -0.05525 D50 1 -43921 18242 -2.41 0.0163 1330318018 -0.05117 D51 1 -44842 10193 -4.40 <.0001 7718391809 -0.12333 D52 1 -35517 18365 -1.93 0.0535 845990545 -0.04138 D53 1 -480.40373 13939 -0.03 0.9725 2489646174 -0.00079016 D54 1 -18269 12608 -1.45 0.1478 127776428 -0.03466 D55 1 -23739 15686 -1.51 0.1306 170561 -0.03567 D56 1 -33751 18314 -1.84 0.0657 386770774 -0.03932 D57 1 -38174 14834 -2.57 0.0103 1472720768 -0.05735 D58 1 -25929 29844 -0.87 0.3852 18363503 -0.01746 D59 1 -7208.81600 11406 -0.63 0.5276 2135777345 -0.01601 D60 1 -3256.22925 12085 -0.27 0.7877 3462538782 -0.00655 D62 1 -44219 16403 -2.70 0.0072 1442990996 -0.05945 D63 1 -43586 14850 -2.94 0.0034 2248769084 -0.06548 D64 1 -27958 13887 -2.01 0.0444 212274554 -0.04598 D65 1 -41869 16228 -2.58 0.0101 1627638934 -0.05630 D66 1 -18699 11374 -1.64 0.1006 57913584 -0.04152 D67 1 -35333 22436 -1.57 0.1157 363221365 -0.03363 D68 1 -35395 21803 -1.62 0.1049 393140208 -0.03369 D69 1 -21204 30741 -0.69 0.4905 49599 -0.01428 D70 1 -5223.68087 11431 -0.46 0.6478 3147773613 -0.01160 D71 1 -11749 21791 -0.54 0.5899 345387748 -0.01118 D72 1 -22235 14872 -1.50 0.1353 6162297 -0.03340 D73 1 -36263 9836.38092 -3.69 0.0002 3386686347 -0.11059 D74 1 15562 18384 0.85 0.3976 4040256014 0.01813 D75 1 -42362 18383 -2.30 0.0215 1088502441 -0.04936 D76 1 -17314 14803 -1.17 0.2425 16045193 -0.02601 D77 1 -48908 11331 -4.32 <.0001 15454434226 -0.12229
Sex interacting with rank at first hire The REG Procedure Model: MODEL4 Dependent Variable: actual Number of Observations Read 847 Number of Observations Used 847 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 89 1.577191E12 17721245299 21.47 <.0001 Error 757 6.249551E11 825568228 Corrected Total 846 2.202146E12 Root MSE 28733 R-Square 0.7162 Dependent Mean 159721 Adj R-Sq 0.6828 Coeff Var 17.98930 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 119211 10906 10.93 <.0001 2.160767E13 0 sexrnk1 1 -9315.11268 4887.43828 -1.91 0.0570 20429316167 -0.09086 phd 1 12552 5385.77118 2.33 0.0200 27204918454 0.06908 sex 1 5283.53180 3871.09731 1.36 0.1727 1.134676E11 0.04590 r1 1 11837 21049 0.56 0.5740 1998711731 0.01127 r2 1 -13.67143 3046.24536 -0.00 0.9964 2435005529 -0.00009931 r3 1 1208.54818 6129.26972 0.20 0.8437 26377833 0.00431 r5 1 7541.51181 5053.22783 1.49 0.1360 3163681555 0.03352 r6 1 -5541.04616 7476.86364 -0.74 0.4589 7532989152 -0.01524 yrsdegr 1 1272.31149 124.71971 10.20 <.0001 38549784804 0.22578 rank1 1 20206 5204.04339 3.88 0.0001 8735978333 0.19315 adm 1 19852 2702.18867 7.35 <.0001 1.31748E11 0.17522 dpts 1 11715 2683.46485 4.37 <.0001 48172004891 0.10699 yrsfull 1 -3057.30424 297.33655 -10.28 <.0001 2.318965E11 -0.35980 D1 1 -36433 9844.67654 -3.70 0.0002 9610271882 -0.10581 D2 1 -28873 11069 -2.61 0.0093 3439893181 -0.06692 D3 1 -19800 12618 -1.57 0.1170 1774993489 -0.03756 D4 1 -38376 12102 -3.17 0.0016 4866126084 -0.07717 D5 1 -33002 10387 -3.18 0.0015 8178308448 -0.08536 D6 1 -45131 13085 -3.45 0.0006 7473452143 -0.08013 D7 1 138376 12544 11.03 <.0001 1.620699E11 0.26249 D8 1 145890 13088 11.15 <.0001 1.709264E11 0.25903 D9 1 72234 10678 6.76 <.0001 96969560550 0.18062 D10 1 -30839 16305 -1.89 0.0590 137817577 -0.04146 D11 1 -30733 16458 -1.87 0.0622 519055572 -0.04132 D12 1 -39022 11781 -3.31 0.0010 4743451344 -0.08266 D13 1 -33380 10842 -3.08 0.0022 6117381030 -0.08346 D14 1 -9987.40147 8654.31154 -1.15 0.2488 102073283 -0.04055 D15 1 4304.59289 9067.81834 0.47 0.6351 7180464875 0.01509 D16 1 35177 13161 2.67 0.0077 12396280256 0.06246 D17 1 5173.89932 11378 0.45 0.6494 4505426914 0.01149 D18 1 14411 8722.82734 1.65 0.0989 28213201020 0.05701 D19 1 12050 13068 0.92 0.3568 6260123561 0.02140 D20 1 12828 9067.70553 1.41 0.1576 24201251299 0.04575 D21 1 18074 11319 1.60 0.1107 14459299953 0.04013 D22 1 15383 8405.43958 1.83 0.0676 59651119046 0.07110 D23 1 16285 14875 1.09 0.2739 8507333555 0.02447 D24 1 -53240 8977.68969 -5.93 <.0001 28998485295 -0.20782 D25 1 -35956 11163 -3.22 0.0013 3110559977 -0.08669 D26 1 -26668 18196 -1.47 0.1432 14657684 -0.03107 D27 1 -41645 16137 -2.58 0.0100 1421788193 -0.05599 D28 1 -43631 14089 -3.10 0.0020 3140979910 -0.07176 D29 1 -69962 15670 -4.46 <.0001 16511469971 -0.10511 D30 1 -71061 18263 -3.89 0.0001 10055253073 -0.08279 D31 1 -34319 14826 -2.31 0.0209 771260328 -0.05156 D32 1 -15599 16214 -0.96 0.3363 219064767 -0.02097 D33 1 -35183 16573 -2.12 0.0341 2683419234 -0.04731 D34 1 45702 9822.98085 4.65 <.0001 1.032676E11 0.15746 D35 1 -49738 10561 -4.71 <.0001 9128777155 -0.12437 D36 1 -24713 12036 -2.05 0.0404 20022892 -0.04969 D37 1 -34910 8508.88218 -4.10 <.0001 8000765625 -0.15194 D38 1 -45677 13155 -3.47 0.0005 3532193718 -0.08110 D39 1 -23147 8976.19311 -2.58 0.0101 155620948 -0.08391 D40 1 -40226 14772 -2.72 0.0066 1981279527 -0.06043 D41 1 -22141 16166 -1.37 0.1712 18179044 -0.02977 D42 1 -45830 16255 -2.82 0.0049 2749889265 -0.06162 D43 1 -12724 13168 -0.97 0.3342 320196161 -0.02259 D44 1 33656 12543 2.68 0.0075 23429624964 0.06384 D45 1 6964.93902 9691.66750 0.72 0.4726 18672357934 0.02124 D46 1 -48505 12586 -3.85 0.0001 4701210872 -0.09201 D47 1 -19259 13183 -1.46 0.1445 107160607 -0.03419 D48 1 -33558 10068 -3.33 0.0009 1722713146 -0.09230 D49 1 -22598 10670 -2.12 0.0345 75470 -0.05651 D50 1 -44421 18200 -2.44 0.0149 1430670438 -0.05176 D51 1 -44216 10169 -4.35 <.0001 7733022807 -0.12161 D52 1 -36358 18327 -1.98 0.0476 973296983 -0.04236 D53 1 1672.42055 13950 0.12 0.9046 2837658188 0.00275 D54 1 -17463 12585 -1.39 0.1657 145452769 -0.03313 D55 1 -24547 15642 -1.57 0.1170 5254115 -0.03688 D56 1 -32077 18276 -1.76 0.0796 317738289 -0.03737 D57 1 -37211 14800 -2.51 0.0121 1400944730 -0.05591 D58 1 -21130 29852 -0.71 0.4793 213104 -0.01423 D59 1 -6868.57912 11376 -0.60 0.5462 2098808765 -0.01525 D60 1 -3087.21097 12044 -0.26 0.7978 3391547297 -0.00621 D62 1 -44191 16340 -2.70 0.0070 1504753542 -0.05942 D63 1 -43628 14813 -2.95 0.0033 2342695204 -0.06555 D64 1 -26959 13853 -1.95 0.0520 185766811 -0.04434 D65 1 -43369 16204 -2.68 0.0076 1932262224 -0.05831 D66 1 -18438 11344 -1.63 0.1045 40543375 -0.04094 D67 1 -38224 22141 -1.73 0.0847 522390717 -0.03638 D68 1 -33919 21731 -1.56 0.1190 367774945 -0.03229 D69 1 -16736 30675 -0.55 0.5855 13047154 -0.01127 D70 1 -3987.04407 11417 -0.35 0.7270 3402189609 -0.00885 D71 1 -7339.10767 21851 -0.34 0.7371 597389045 -0.00699 D72 1 -24270 14864 -1.63 0.1029 12484846 -0.03646 D73 1 -35144 9829.29500 -3.58 0.0004 3053851396 -0.10717 D74 1 16474 18347 0.90 0.3695 4173579210 0.01919 D75 1 -41957 18321 -2.29 0.0223 1088303220 -0.04888 D76 1 -16165 14774 -1.09 0.2742 36415411 -0.02429 D77 1 -48478 11304 -4.29 <.0001 15184111435 -0.12122
Sex interacting with years to full professor The REG Procedure Model: MODEL5 Dependent Variable: actual Number of Observations Read 847 Number of Observations Used 847 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 89 1.57781E12 17728203250 21.50 <.0001 Error 757 6.243359E11 824750186 Corrected Total 846 2.202146E12 Root MSE 28718 R-Square 0.7165 Dependent Mean 159721 Adj R-Sq 0.6832 Coeff Var 17.98038 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 118974 10865 10.95 <.0001 2.160767E13 0 sexyrsfu 1 -814.26783 388.76112 -2.09 0.0365 74346034137 -0.09952 phd 1 12086 5372.22998 2.25 0.0247 28230301357 0.06652 sex 1 6838.95231 4243.32940 1.61 0.1074 2.045503E11 0.05941 r1 1 10781 21030 0.51 0.6084 1953121378 0.01026 r2 1 -145.14864 3045.94103 -0.05 0.9620 854548697 -0.00105 r3 1 1650.40748 6121.37637 0.27 0.7875 99756415 0.00589 r5 1 7467.00509 5048.18716 1.48 0.1395 2989351640 0.03319 r6 1 -5852.04559 7476.89227 -0.78 0.4341 8830638349 -0.01610 yrsdegr 1 1264.44242 124.73390 10.14 <.0001 33685261061 0.22438 rank1 1 13201 3620.14635 3.65 0.0003 806381305 0.12618 adm 1 19742 2701.13069 7.31 <.0001 1.426888E11 0.17425 dpts 1 11846 2684.36746 4.41 <.0001 47099930793 0.10818 yrsfull 1 -2454.99124 409.36383 -6.00 <.0001 85821517928 -0.28892 D1 1 -36945 9829.24049 -3.76 0.0002 9874523283 -0.10729 D2 1 -28574 11058 -2.58 0.0099 2843846093 -0.06623 D3 1 -19996 12609 -1.59 0.1132 1714617473 -0.03793 D4 1 -38519 12094 -3.18 0.0015 4725498651 -0.07745 D5 1 -33023 10380 -3.18 0.0015 7929298512 -0.08542 D6 1 -45865 13083 -3.51 0.0005 7529736433 -0.08143 D7 1 137879 12542 10.99 <.0001 1.628109E11 0.26155 D8 1 145939 13080 11.16 <.0001 1.729213E11 0.25912 D9 1 71877 10674 6.73 <.0001 97504201490 0.17973 D10 1 -31954 16335 -1.96 0.0508 125763712 -0.04296 D11 1 -31848 16460 -1.93 0.0534 537241086 -0.04282 D12 1 -39369 11770 -3.34 0.0009 4711070710 -0.08340 D13 1 -34295 10820 -3.17 0.0016 6372500484 -0.08575 D14 1 -10371 8649.69377 -1.20 0.2309 112968657 -0.04210 D15 1 3905.63625 9059.14280 0.43 0.6665 7207540826 0.01369 D16 1 34365 13164 2.61 0.0092 12334301986 0.06102 D17 1 4722.56528 11373 0.42 0.6781 4555466198 0.01049 D18 1 14083 8714.72031 1.62 0.1065 28373725522 0.05572 D19 1 12097 13061 0.93 0.3546 6370072123 0.02148 D20 1 12551 9059.18210 1.39 0.1663 24378536821 0.04476 D21 1 17219 11303 1.52 0.1281 14208318423 0.03823 D22 1 14922 8397.58551 1.78 0.0760 59604599432 0.06897 D23 1 15943 14858 1.07 0.2836 8472728507 0.02395 D24 1 -54197 8953.47882 -6.05 <.0001 29659636751 -0.21155 D25 1 -36163 11158 -3.24 0.0012 3017449758 -0.08719 D26 1 -27520 18158 -1.52 0.1300 19268223 -0.03206 D27 1 -42005 16131 -2.60 0.0094 1408803542 -0.05648 D28 1 -43452 14083 -3.09 0.0021 3010593221 -0.07147 D29 1 -70493 15651 -4.50 <.0001 16513597389 -0.10591 D30 1 -71456 18248 -3.92 <.0001 10067238109 -0.08325 D31 1 -35035 14800 -2.37 0.0182 792003418 -0.05264 D32 1 -14755 16205 -0.91 0.3628 272911859 -0.01984 D33 1 -36212 16544 -2.19 0.0289 2747054173 -0.04869 D34 1 45456 9807.95592 4.63 <.0001 1.036648E11 0.15661 D35 1 -49505 10559 -4.69 <.0001 8687500121 -0.12378 D36 1 -24704 12030 -2.05 0.0404 11731418 -0.04968 D37 1 -35378 8498.61975 -4.16 <.0001 8036971458 -0.15397 D38 1 -45652 13145 -3.47 0.0005 3337840259 -0.08106 D39 1 -23697 8974.71271 -2.64 0.0085 153833926 -0.08590 D40 1 -40864 14764 -2.77 0.0058 1998873511 -0.06139 D41 1 -21635 16150 -1.34 0.1808 5686988 -0.02909 D42 1 -46451 16236 -2.86 0.0043 2785575452 -0.06246 D43 1 -13090 13160 -0.99 0.3202 331889824 -0.02324 D44 1 33354 12536 2.66 0.0080 23577974278 0.06327 D45 1 6447.31783 9678.17992 0.67 0.5055 18580301565 0.01966 D46 1 -48933 12566 -3.89 0.0001 4716412439 -0.09282 D47 1 -19976 13166 -1.52 0.1296 95451548 -0.03547 D48 1 -34194 10063 -3.40 0.0007 1739660674 -0.09405 D49 1 -23007 10671 -2.16 0.0314 90412 -0.05753 D50 1 -46367 18228 -2.54 0.0112 1547928067 -0.05402 D51 1 -44244 10163 -4.35 <.0001 7481817663 -0.12169 D52 1 -36696 18321 -2.00 0.0455 946005524 -0.04276 D53 1 991.28980 13915 0.07 0.9432 2762522079 0.00163 D54 1 -17533 12576 -1.39 0.1637 172029594 -0.03326 D55 1 -29111 15831 -1.84 0.0663 73789182 -0.04374 D56 1 -33370 18250 -1.83 0.0679 366031239 -0.03888 D57 1 -37574 14788 -2.54 0.0113 1394654194 -0.05645 D58 1 -20349 29850 -0.68 0.4956 35680 -0.01370 D59 1 -7240.81654 11368 -0.64 0.5244 2123295762 -0.01608 D60 1 -3852.71192 12042 -0.32 0.7491 3329859215 -0.00775 D62 1 -44774 16332 -2.74 0.0063 1507201097 -0.06020 D63 1 -43771 14806 -2.96 0.0032 2272770573 -0.06576 D64 1 -26975 13845 -1.95 0.0517 163695375 -0.04437 D65 1 -44482 16224 -2.74 0.0063 1972376324 -0.05981 D66 1 -19477 11345 -1.72 0.0864 24559886 -0.04325 D67 1 -38368 22128 -1.73 0.0833 486288523 -0.03652 D68 1 -34111 21716 -1.57 0.1167 360921179 -0.03247 D69 1 -16441 30652 -0.54 0.5919 14071624 -0.01107 D70 1 -4136.08681 11404 -0.36 0.7169 3487854869 -0.00918 D71 1 -10162 21723 -0.47 0.6401 430283352 -0.00967 D72 1 -24416 14854 -1.64 0.1007 4123591 -0.03668 D73 1 -35516 9812.77600 -3.62 0.0003 3025719365 -0.10831 D74 1 16030 18333 0.87 0.3822 4182991698 0.01868 D75 1 -44341 18340 -2.42 0.0159 1282625220 -0.05166 D76 1 -16073 14767 -1.09 0.2767 47534235 -0.02415 D77 1 -49694 11303 -4.40 <.0001 15941207249 -0.12426