2019-20 Faculty Equity Regression Calculations       
Division of Management Information PN 2011/107
Model: All faculty: With terms interacting with sex
Sex interacting with Associate Professor The REG Procedure Model: MODEL1 Dependent Variable: actual Number of Observations Read 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 4.186897E12 46009860666 85.85 <.0001 Error 1778 9.528736E11 535924411 Corrected Total 1869 5.139771E12 Root MSE 23150 R-Square 0.8146 Dependent Mean 129403 Adj R-Sq 0.8051 Coeff Var 17.88981 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 97744 5726.48444 17.07 <.0001 3.131364E13 0 prof 1 37654 2177.77497 17.29 <.0001 1.423113E12 0.35752 asso 1 7122.53693 2280.67417 3.12 0.0018 14275031120 0.06032 phd 1 3606.26442 2650.14622 1.36 0.1738 1.140639E11 0.02112 sex 1 1756.84797 1438.21629 1.22 0.2220 51224966932 0.01612 r1 1 5510.26185 10651 0.52 0.6050 11674946 0.00543 r2 1 -1136.88375 1581.03809 -0.72 0.4722 10432380853 -0.00818 r3 1 799.45577 2759.45856 0.29 0.7721 219109500 0.00314 r5 1 4691.11704 2386.78050 1.97 0.0495 2665724910 0.02193 r6 1 -3431.69534 2206.99680 -1.55 0.1201 10042255969 -0.01805 yrsdegr 1 720.75922 76.78439 9.39 <.0001 21376202019 0.15971 rank1 1 -15061 1495.26015 -10.07 <.0001 1.214687E11 -0.11865 adm 1 15029 1636.85886 9.18 <.0001 1.097543E11 0.11019 dpts 1 11895 1583.14133 7.51 <.0001 79737901045 0.08996 sexasso 1 -2385.50408 2553.54325 -0.93 0.3503 194483907 -0.01628 D1 1 -28274 6010.52153 -4.70 <.0001 9952645181 -0.06886 D2 1 -27619 6286.85440 -4.39 <.0001 11034633373 -0.06169 D3 1 -18831 7003.82566 -2.69 0.0072 4576574604 -0.03507 D4 1 -29452 6759.61429 -4.36 <.0001 8662483829 -0.05779 D5 1 -27451 6010.39314 -4.57 <.0001 11795456183 -0.06685 D6 1 -33996 6759.97858 -5.03 <.0001 14797457195 -0.06670 D7 1 134018 6316.02467 21.22 <.0001 4.669997E11 0.29932 D8 1 127853 5853.00815 21.84 <.0001 6.292894E11 0.33050 D9 1 69045 5620.65712 12.28 <.0001 2.760149E11 0.19963 D10 1 -29409 9292.64560 -3.16 0.0016 1057205887 -0.03661 D11 1 -25835 7265.68014 -3.56 0.0004 1209676057 -0.04539 D12 1 -36318 7120.10879 -5.10 <.0001 9913760430 -0.06575 D13 1 -32243 6334.18850 -5.09 <.0001 8004199375 -0.07201 D14 1 -966.50322 5313.75464 -0.18 0.8557 4530665125 -0.00317 D15 1 6708.21457 5409.24434 1.24 0.2151 15908400641 0.02084 D16 1 15988 7093.81778 2.25 0.0243 12518268789 0.02894 D17 1 -220.65242 6248.29266 -0.04 0.9718 2401960999 -0.00050207 D18 1 15151 5212.28317 2.91 0.0037 44653483786 0.05294 D19 1 4209.45902 6654.15696 0.63 0.5271 7569019379 0.00846 D20 1 9551.62510 5347.44390 1.79 0.0742 30405307814 0.03078 D21 1 12944 6489.28153 1.99 0.0462 18470949048 0.02721 D22 1 16951 4986.16575 3.40 0.0007 1.036512E11 0.06957 D23 1 6685.36114 7763.28074 0.86 0.3893 10160463096 0.01060 D24 1 -51503 5310.56375 -9.70 <.0001 43191521148 -0.17860 D25 1 -39375 5981.20284 -6.58 <.0001 5763701606 -0.10320 D26 1 -31426 9818.67311 -3.20 0.0014 340407348 -0.03661 D27 1 -32144 7979.36679 -4.03 <.0001 1558850410 -0.04896 D28 1 -34342 6494.64152 -5.29 <.0001 2212079021 -0.07523 D29 1 -52641 8535.63036 -6.17 <.0001 6900757852 -0.07678 D30 1 -50379 8183.42148 -6.16 <.0001 7746132794 -0.07673 D31 1 -29568 7402.01696 -3.99 <.0001 1734558131 -0.05031 D32 1 -24485 8879.18200 -2.76 0.0059 57605319 -0.03232 D33 1 -27279 8587.75359 -3.18 0.0015 369665186 -0.03795 D34 1 51700 6380.26538 8.10 <.0001 1.658828E11 0.12185 D35 1 -46570 6496.36310 -7.17 <.0001 14211630022 -0.09791 D36 1 -20569 7965.65673 -2.58 0.0099 1434331 -0.03133 D37 1 -23273 5227.62101 -4.45 <.0001 1343708809 -0.08009 D38 1 -37419 8520.56271 -4.39 <.0001 3166701936 -0.05205 D39 1 -21545 5421.81573 -3.97 <.0001 284066303 -0.06630 D40 1 -27328 8859.55818 -3.08 0.0021 220350153 -0.03608 D41 1 -19579 8889.42608 -2.20 0.0278 1949201 -0.02585 D42 1 -42746 8584.10805 -4.98 <.0001 5708080268 -0.05947 D43 1 -16311 7578.98324 -2.15 0.0315 89402821 -0.02682 D44 1 39135 6424.64986 6.09 <.0001 81072081298 0.08402 D45 1 7343.06710 5960.01905 1.23 0.2181 26158135537 0.01816 D46 1 -36252 7982.51322 -4.54 <.0001 2550728946 -0.05521 D47 1 -15275 7777.22738 -1.96 0.0497 519895736 -0.02421 D48 1 -29969 5923.11781 -5.06 <.0001 1656604188 -0.07526 D49 1 -21889 6667.66121 -3.28 0.0010 2682751 -0.04400 D50 1 -46041 10400 -4.43 <.0001 3554044536 -0.04966 D51 1 -33674 5538.87938 -6.08 <.0001 4542621883 -0.09949 D52 1 -28795 8509.74268 -3.38 0.0007 595762860 -0.04006 D53 1 389.80503 7015.66618 0.06 0.9557 7810092036 0.00072596 D54 1 -18093 7252.49167 -2.49 0.0127 259867911 -0.03179 D55 1 -37264 7660.05298 -4.86 <.0001 2580685694 -0.06127 D56 1 -16957 8240.70971 -2.06 0.0398 264165584 -0.02473 D57 1 -28926 7965.84526 -3.63 0.0003 720141973 -0.04406 D58 1 -29716 9868.62074 -3.01 0.0026 386707554 -0.03461 D59 1 -915.02218 6872.23261 -0.13 0.8941 7651956504 -0.00175 D60 1 -12097 6558.09300 -1.84 0.0653 2838675765 -0.02488 D61 1 -29471 8611.16418 -3.42 0.0006 439903422 -0.04100 D62 1 -36640 9311.52986 -3.93 <.0001 1634209537 -0.04561 D63 1 -33298 7979.52319 -4.17 <.0001 1581203608 -0.05071 D64 1 -20289 8873.54703 -2.29 0.0223 14980972 -0.02678 D65 1 -41951 10423 -4.02 <.0001 2361280915 -0.04525 D66 1 -18815 7565.20320 -2.49 0.0130 72748172 -0.03094 D67 1 -35704 9475.95665 -3.77 0.0002 1216782255 -0.04445 D68 1 -35794 8241.66545 -4.34 <.0001 2225522708 -0.05221 D69 1 -30126 7471.20963 -4.03 <.0001 1209265296 -0.05126 D70 1 -21499 5967.59181 -3.60 0.0003 30502691 -0.05318 D71 1 -25894 7245.48612 -3.57 0.0004 491684496 -0.04549 D72 1 -28195 8219.53615 -3.43 0.0006 697887687 -0.04113 D73 1 -19423 5438.80532 -3.57 0.0004 1191777960 -0.06315 D74 1 24636 6984.67734 3.53 0.0004 43442224734 0.04588 D75 1 -22885 6508.28097 -3.52 0.0004 720497908 -0.04811 D76 1 -15620 5865.22090 -2.66 0.0078 8597586733 -0.04038 D77 1 -55387 5474.28007 -10.12 <.0001 54861496984 -0.20462
Sex interacting with Full Professor The REG Procedure Model: MODEL2 Dependent Variable: actual Number of Observations Read 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 4.188021E12 46022213331 85.98 <.0001 Error 1778 9.517495E11 535292188 Corrected Total 1869 5.139771E12 Root MSE 23136 R-Square 0.8148 Dependent Mean 129403 Adj R-Sq 0.8053 Coeff Var 17.87926 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 98946 5750.35981 17.21 <.0001 3.131364E13 0 prof 1 35179 2629.52179 13.38 <.0001 1.423113E12 0.33402 asso 1 5878.60148 1749.76786 3.36 0.0008 14275031120 0.04978 phd 1 3721.00492 2643.50215 1.41 0.1594 1.140639E11 0.02179 sex 1 -554.31085 1530.94802 -0.36 0.7173 51224966932 -0.00509 r1 1 5831.13034 10646 0.55 0.5840 11674946 0.00574 r2 1 -1208.17755 1580.84715 -0.76 0.4448 10432380853 -0.00869 r3 1 639.03453 2759.90148 0.23 0.8169 219109500 0.00251 r5 1 4829.66462 2387.28751 2.02 0.0432 2665724910 0.02258 r6 1 -3313.63789 2205.34391 -1.50 0.1331 10042255969 -0.01743 yrsdegr 1 714.38306 76.85256 9.30 <.0001 21376202019 0.15830 rank1 1 -15074 1493.82376 -10.09 <.0001 1.214687E11 -0.11875 adm 1 15060 1635.96551 9.21 <.0001 1.097543E11 0.11041 dpts 1 11892 1582.10503 7.52 <.0001 79737901045 0.08994 sexprof 1 4125.20434 2392.19297 1.72 0.0848 3540466568 0.03704 D1 1 -28367 6007.31984 -4.72 <.0001 10332126776 -0.06909 D2 1 -27479 6279.89877 -4.38 <.0001 10253833167 -0.06137 D3 1 -18967 6999.23352 -2.71 0.0068 4640719223 -0.03532 D4 1 -29241 6753.06650 -4.33 <.0001 7881462554 -0.05737 D5 1 -27660 6007.61732 -4.60 <.0001 12181637237 -0.06737 D6 1 -33937 6754.59404 -5.02 <.0001 14354209861 -0.06659 D7 1 133873 6311.50761 21.21 <.0001 4.666224E11 0.29900 D8 1 127962 5849.73372 21.87 <.0001 6.318609E11 0.33078 D9 1 68903 5615.86903 12.27 <.0001 2.752081E11 0.19922 D10 1 -29067 9287.44979 -3.13 0.0018 917210290 -0.03619 D11 1 -25998 7260.62666 -3.58 0.0004 1267996763 -0.04567 D12 1 -36115 7116.55040 -5.07 <.0001 9574063731 -0.06538 D13 1 -32240 6330.33951 -5.09 <.0001 8107158806 -0.07201 D14 1 -966.48263 5310.55793 -0.18 0.8556 4432383704 -0.00317 D15 1 6563.67768 5406.86812 1.21 0.2249 15258266392 0.02039 D16 1 16007 7089.42316 2.26 0.0241 12550391227 0.02898 D17 1 -236.08919 6243.27200 -0.04 0.9698 2438441248 -0.00053719 D18 1 15195 5209.11369 2.92 0.0036 44848192453 0.05309 D19 1 4298.56822 6649.32864 0.65 0.5181 7751895507 0.00864 D20 1 9444.65501 5343.00203 1.77 0.0773 30125785478 0.03044 D21 1 12904 6485.19936 1.99 0.0468 18378748309 0.02713 D22 1 16848 4982.96923 3.38 0.0007 1.027356E11 0.06914 D23 1 6310.70419 7752.27162 0.81 0.4157 9884386857 0.01000 D24 1 -51329 5308.77812 -9.67 <.0001 42886120328 -0.17800 D25 1 -39309 5977.83966 -6.58 <.0001 5781017915 -0.10303 D26 1 -31368 9811.15165 -3.20 0.0014 336361905 -0.03654 D27 1 -32070 7973.73712 -4.02 <.0001 1540592586 -0.04884 D28 1 -34243 6490.61710 -5.28 <.0001 2183062950 -0.07502 D29 1 -52153 8536.22306 -6.11 <.0001 6720774589 -0.07607 D30 1 -50335 8178.37784 -6.15 <.0001 7732414964 -0.07666 D31 1 -29770 7391.92308 -4.03 <.0001 1751037812 -0.05065 D32 1 -24415 8873.77187 -2.75 0.0060 58639746 -0.03223 D33 1 -27216 8582.43049 -3.17 0.0015 373286532 -0.03786 D34 1 51975 6379.23615 8.15 <.0001 1.668507E11 0.12250 D35 1 -46523 6492.60982 -7.17 <.0001 14214414138 -0.09781 D36 1 -20577 7960.41873 -2.58 0.0098 1717861 -0.03134 D37 1 -23376 5225.02129 -4.47 <.0001 1467463961 -0.08045 D38 1 -36855 8524.38678 -4.32 <.0001 2940608052 -0.05127 D39 1 -21402 5419.00498 -3.95 <.0001 249669252 -0.06585 D40 1 -27127 8853.38599 -3.06 0.0022 210227932 -0.03581 D41 1 -19471 8883.49441 -2.19 0.0285 3225923 -0.02570 D42 1 -42915 8579.28153 -5.00 <.0001 5853791909 -0.05970 D43 1 -16628 7577.66943 -2.19 0.0283 59404513 -0.02734 D44 1 39256 6420.39851 6.11 <.0001 81177890821 0.08428 D45 1 7238.17407 5956.24036 1.22 0.2244 25872400355 0.01791 D46 1 -36443 7976.76738 -4.57 <.0001 2630042965 -0.05551 D47 1 -15426 7773.14677 -1.98 0.0473 480304623 -0.02445 D48 1 -29918 5919.64074 -5.05 <.0001 1657524471 -0.07514 D49 1 -21927 6663.74266 -3.29 0.0010 1127095 -0.04407 D50 1 -45796 10394 -4.41 <.0001 3464316629 -0.04940 D51 1 -33551 5535.39823 -6.06 <.0001 4520871218 -0.09913 D52 1 -28774 8503.14514 -3.38 0.0007 616844218 -0.04003 D53 1 874.87803 7014.72162 0.12 0.9008 8110707011 0.00163 D54 1 -17791 7250.44515 -2.45 0.0142 317380680 -0.03126 D55 1 -37024 7657.24115 -4.84 <.0001 2477592500 -0.06088 D56 1 -16820 8235.52728 -2.04 0.0413 272248467 -0.02453 D57 1 -29345 7962.31135 -3.69 0.0002 805541825 -0.04469 D58 1 -29487 9861.69339 -2.99 0.0028 375388450 -0.03435 D59 1 -908.11306 6867.71498 -0.13 0.8948 7565688065 -0.00174 D60 1 -12070 6554.25039 -1.84 0.0657 2830412303 -0.02482 D61 1 -28899 8606.96064 -3.36 0.0008 382659690 -0.04020 D62 1 -36223 9310.42628 -3.89 0.0001 1515377021 -0.04509 D63 1 -33078 7975.10137 -4.15 <.0001 1484173663 -0.05038 D64 1 -20225 8867.14474 -2.28 0.0227 19414985 -0.02670 D65 1 -41568 10420 -3.99 <.0001 2242590803 -0.04484 D66 1 -18428 7564.90945 -2.44 0.0149 102059171 -0.03030 D67 1 -36015 9472.79170 -3.80 0.0001 1287776312 -0.04484 D68 1 -36240 8238.71384 -4.40 <.0001 2341130442 -0.05286 D69 1 -29978 7467.07609 -4.01 <.0001 1133855305 -0.05101 D70 1 -21651 5963.77549 -3.63 0.0003 35303910 -0.05356 D71 1 -25808 7241.39047 -3.56 0.0004 462060581 -0.04534 D72 1 -27794 8218.57790 -3.38 0.0007 617292314 -0.04054 D73 1 -19308 5436.14400 -3.55 0.0004 1301215700 -0.06277 D74 1 24487 6980.85975 3.51 0.0005 43364991288 0.04560 D75 1 -22824 6503.63780 -3.51 0.0005 742025402 -0.04798 D76 1 -15789 5861.53014 -2.69 0.0071 8352253399 -0.04081 D77 1 -55256 5465.37886 -10.11 <.0001 54714681973 -0.20414
Sex interacting with years from degree The REG Procedure Model: MODEL3 Dependent Variable: actual Number of Observations Read 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 4.189324E12 46036523000 86.12 <.0001 Error 1778 9.504473E11 534559803 Corrected Total 1869 5.139771E12 Root MSE 23121 R-Square 0.8151 Dependent Mean 129403 Adj R-Sq 0.8056 Coeff Var 17.86702 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 100349 5810.05033 17.27 <.0001 3.131364E13 0 prof 1 38113 2179.93501 17.48 <.0001 1.423113E12 0.36187 asso 1 6225.68338 1758.76168 3.54 0.0004 14275031120 0.05272 phd 1 3847.21760 2641.85060 1.46 0.1455 1.140639E11 0.02253 sex 1 -3322.86007 2237.22351 -1.49 0.1377 51224966932 -0.03049 r1 1 5702.27008 10637 0.54 0.5920 11674946 0.00562 r2 1 -1210.35951 1579.39016 -0.77 0.4436 10432380853 -0.00871 r3 1 607.73690 2757.41114 0.22 0.8256 219109500 0.00239 r5 1 4829.05082 2384.42455 2.03 0.0430 2665724910 0.02257 r6 1 -3318.94060 2203.65449 -1.51 0.1322 10042255969 -0.01745 yrsdegr 1 542.27775 109.65847 4.95 <.0001 21376202019 0.12016 rank1 1 -15021 1492.35194 -10.07 <.0001 1.214687E11 -0.11834 adm 1 15191 1636.18201 9.28 <.0001 1.097543E11 0.11137 dpts 1 11951 1581.03297 7.56 <.0001 79737901045 0.09038 sexyrsd 1 245.01061 105.30161 2.33 0.0201 13243093177 0.06445 D1 1 -28147 6002.88954 -4.69 <.0001 10282581559 -0.06855 D2 1 -27288 6276.25158 -4.35 <.0001 9932481218 -0.06095 D3 1 -18951 6994.39053 -2.71 0.0068 4845522038 -0.03529 D4 1 -29569 6741.34759 -4.39 <.0001 8422411790 -0.05802 D5 1 -27589 6002.80250 -4.60 <.0001 12610271392 -0.06719 D6 1 -33952 6749.22210 -5.03 <.0001 14610177670 -0.06661 D7 1 133959 6307.14643 21.24 <.0001 4.650121E11 0.29919 D8 1 127886 5844.65524 21.88 <.0001 6.282167E11 0.33058 D9 1 69007 5612.12437 12.30 <.0001 2.741842E11 0.19951 D10 1 -29782 9271.35552 -3.21 0.0013 1167706430 -0.03708 D11 1 -26257 7256.86395 -3.62 0.0003 1499329923 -0.04613 D12 1 -36028 7110.97329 -5.07 <.0001 9629830960 -0.06522 D13 1 -32070 6326.22821 -5.07 <.0001 8173769428 -0.07163 D14 1 -876.83839 5306.96351 -0.17 0.8688 4273885073 -0.00288 D15 1 6804.33169 5401.34624 1.26 0.2079 15278817382 0.02114 D16 1 16283 7086.11971 2.30 0.0217 12699616005 0.02948 D17 1 -58.41589 6239.92874 -0.01 0.9925 2447167427 -0.00013292 D18 1 15357 5206.47309 2.95 0.0032 44858073514 0.05365 D19 1 4543.02057 6646.61161 0.68 0.4944 7885868366 0.00913 D20 1 9575.25554 5339.65257 1.79 0.0731 29890423973 0.03086 D21 1 13305 6483.21250 2.05 0.0403 18821119282 0.02797 D22 1 17039 4979.85149 3.42 0.0006 1.026506E11 0.06993 D23 1 6147.19997 7747.52654 0.79 0.4276 9457351439 0.00974 D24 1 -51366 5303.89516 -9.68 <.0001 43939300357 -0.17813 D25 1 -39164 5974.40312 -6.56 <.0001 5962642949 -0.10265 D26 1 -31036 9806.64166 -3.16 0.0016 311534205 -0.03615 D27 1 -31649 7972.18998 -3.97 <.0001 1419566619 -0.04820 D28 1 -34379 6484.90490 -5.30 <.0001 2443620146 -0.07531 D29 1 -50998 8555.77879 -5.96 <.0001 5890301295 -0.07439 D30 1 -50287 8172.77920 -6.15 <.0001 7920953553 -0.07659 D31 1 -29761 7386.82934 -4.03 <.0001 1843540259 -0.05064 D32 1 -23916 8870.47417 -2.70 0.0071 43339712 -0.03157 D33 1 -27444 8577.11426 -3.20 0.0014 475459473 -0.03818 D34 1 51795 6372.05754 8.13 <.0001 1.644651E11 0.12207 D35 1 -46311 6489.17136 -7.14 <.0001 14218067533 -0.09736 D36 1 -20803 7954.99943 -2.62 0.0090 11441789 -0.03168 D37 1 -23165 5220.81448 -4.44 <.0001 1502557981 -0.07972 D38 1 -37027 8510.70558 -4.35 <.0001 3067698303 -0.05151 D39 1 -21173 5417.27987 -3.91 <.0001 235277324 -0.06515 D40 1 -26671 8850.15491 -3.01 0.0026 186620123 -0.03521 D41 1 -18331 8897.29652 -2.06 0.0395 32882853 -0.02420 D42 1 -42434 8571.23114 -4.95 <.0001 5724087880 -0.05903 D43 1 -16608 7570.26379 -2.19 0.0284 39619235 -0.02731 D44 1 39504 6417.18516 6.16 <.0001 81307205605 0.08481 D45 1 7478.39567 5952.68287 1.26 0.2092 25902061713 0.01850 D46 1 -36212 7971.53371 -4.54 <.0001 2631235159 -0.05515 D47 1 -15441 7767.65602 -1.99 0.0470 423736161 -0.02447 D48 1 -29584 5918.30210 -5.00 <.0001 1578752632 -0.07430 D49 1 -21972 6659.23783 -3.30 0.0010 467708 -0.04416 D50 1 -45640 10387 -4.39 <.0001 3450385709 -0.04923 D51 1 -33236 5533.89525 -6.01 <.0001 4433963607 -0.09820 D52 1 -28294 8498.01932 -3.33 0.0009 573061724 -0.03936 D53 1 1309.03453 7015.24987 0.19 0.8520 8416302708 0.00244 D54 1 -17419 7249.33058 -2.40 0.0164 373786570 -0.03060 D55 1 -36640 7655.68426 -4.79 <.0001 2354767080 -0.06024 D56 1 -16514 8231.32857 -2.01 0.0450 291654543 -0.02409 D57 1 -29293 7955.60776 -3.68 0.0002 861169019 -0.04462 D58 1 -29186 9856.21238 -2.96 0.0031 358974218 -0.03400 D59 1 -322.96558 6866.30800 -0.05 0.9625 7985044672 -0.00061779 D60 1 -11894 6550.37429 -1.82 0.0696 2830320607 -0.02446 D61 1 -28506 8604.69569 -3.31 0.0009 329536337 -0.03966 D62 1 -36147 9301.83449 -3.89 0.0001 1493401356 -0.04500 D63 1 -33330 7965.63402 -4.18 <.0001 1595775105 -0.05076 D64 1 -20083 8861.48176 -2.27 0.0236 21023854 -0.02651 D65 1 -41539 10411 -3.99 <.0001 2234156200 -0.04481 D66 1 -18722 7555.57715 -2.48 0.0133 69933963 -0.03078 D67 1 -36148 9466.12866 -3.82 0.0001 1422816253 -0.04500 D68 1 -35846 8230.57728 -4.36 <.0001 2302513923 -0.05229 D69 1 -29819 7462.55142 -4.00 <.0001 1120041725 -0.05074 D70 1 -21259 5961.00774 -3.57 0.0004 20584843 -0.05259 D71 1 -25614 7237.43453 -3.54 0.0004 446696825 -0.04500 D72 1 -27814 8210.96081 -3.39 0.0007 632284343 -0.04057 D73 1 -19179 5433.04876 -3.53 0.0004 1247179961 -0.06235 D74 1 24478 6975.95124 3.51 0.0005 42721855256 0.04559 D75 1 -22676 6499.32810 -3.49 0.0005 700195570 -0.04767 D76 1 -15787 5855.61445 -2.70 0.0071 7784607777 -0.04081 D77 1 -54542 5467.47215 -9.98 <.0001 53195898339 -0.20150
Sex interacting with administrator flag The REG Procedure Model: MODEL4 Dependent Variable: actual Number of Observations Read 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 4.187139E12 46012514874 85.88 <.0001 Error 1778 9.526321E11 535788565 Corrected Total 1869 5.139771E12 Root MSE 23147 R-Square 0.8147 Dependent Mean 129403 Adj R-Sq 0.8052 Coeff Var 17.88755 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 98279 5730.70820 17.15 <.0001 3.131364E13 0 prof 1 37670 2176.66794 17.31 <.0001 1.423113E12 0.35767 asso 1 5764.11182 1749.13797 3.30 0.0010 14275031120 0.04881 phd 1 3796.02552 2644.79996 1.44 0.1514 1.140639E11 0.02223 sex 1 452.99367 1322.86174 0.34 0.7321 51224966932 0.00416 r1 1 5182.70505 10651 0.49 0.6266 11674946 0.00510 r2 1 -1072.80938 1581.15652 -0.68 0.4975 10432380853 -0.00772 r3 1 801.21081 2759.00717 0.29 0.7715 219109500 0.00315 r5 1 4632.75796 2385.67899 1.94 0.0523 2665724910 0.02165 r6 1 -3369.10667 2206.04936 -1.53 0.1269 10042255969 -0.01772 yrsdegr 1 728.52589 76.70572 9.50 <.0001 21376202019 0.16143 rank1 1 -15076 1495.15592 -10.08 <.0001 1.214687E11 -0.11877 adm 1 12755 2568.87200 4.97 <.0001 1.097543E11 0.09351 dpts 1 11872 1583.24805 7.50 <.0001 79737901045 0.08978 sexadm 1 3463.42853 3010.26805 1.15 0.2501 2772970895 0.02141 D1 1 -28167 6009.99025 -4.69 <.0001 9919467959 -0.06860 D2 1 -27713 6280.19827 -4.41 <.0001 10494145198 -0.06189 D3 1 -18975 7002.61915 -2.71 0.0068 4644725514 -0.03534 D4 1 -29711 6748.81547 -4.40 <.0001 8333458442 -0.05829 D5 1 -27513 6009.58262 -4.58 <.0001 11938844714 -0.06701 D6 1 -34157 6756.29245 -5.06 <.0001 14627441264 -0.06702 D7 1 133826 6314.91123 21.19 <.0001 4.661673E11 0.29889 D8 1 127809 5851.33323 21.84 <.0001 6.302071E11 0.33038 D9 1 68981 5618.67274 12.28 <.0001 2.762135E11 0.19944 D10 1 -29460 9286.71454 -3.17 0.0015 999391986 -0.03668 D11 1 -26037 7264.41110 -3.58 0.0003 1287425676 -0.04574 D12 1 -36606 7116.46816 -5.14 <.0001 10142343267 -0.06627 D13 1 -32261 6333.43759 -5.09 <.0001 8138317226 -0.07205 D14 1 -919.78543 5313.01786 -0.17 0.8626 4540241110 -0.00302 D15 1 6807.97292 5407.55086 1.26 0.2082 15868581876 0.02115 D16 1 15714 7094.72235 2.21 0.0269 12152808155 0.02845 D17 1 -393.55309 6245.83888 -0.06 0.9498 2345801003 -0.00089548 D18 1 15176 5211.74439 2.91 0.0036 44984240747 0.05302 D19 1 3926.59135 6651.26053 0.59 0.5550 7346260505 0.00789 D20 1 9456.36861 5345.49311 1.77 0.0771 30240160033 0.03048 D21 1 12757 6489.22643 1.97 0.0495 18115360903 0.02682 D22 1 16931 4985.28031 3.40 0.0007 1.035572E11 0.06948 D23 1 6315.57187 7755.98834 0.81 0.4156 9881598073 0.01001 D24 1 -51539 5309.30238 -9.71 <.0001 43583874888 -0.17873 D25 1 -39220 5982.64437 -6.56 <.0001 5671780698 -0.10279 D26 1 -31732 9814.45570 -3.23 0.0012 377450152 -0.03696 D27 1 -32200 7976.78777 -4.04 <.0001 1555922027 -0.04904 D28 1 -34477 6492.21830 -5.31 <.0001 2316326354 -0.07553 D29 1 -52348 8539.75545 -6.13 <.0001 6741444424 -0.07636 D30 1 -50205 8185.06800 -6.13 <.0001 7633500711 -0.07647 D31 1 -30183 7401.13085 -4.08 <.0001 1939717870 -0.05135 D32 1 -24551 8878.47605 -2.77 0.0057 69756823 -0.03241 D33 1 -27098 8587.03304 -3.16 0.0016 362414257 -0.03770 D34 1 51808 6380.94200 8.12 <.0001 1.663144E11 0.12210 D35 1 -46611 6495.50569 -7.18 <.0001 14372768665 -0.09799 D36 1 -20853 7965.53820 -2.62 0.0089 8655470 -0.03176 D37 1 -23134 5227.37549 -4.43 <.0001 1269617571 -0.07962 D38 1 -37470 8517.65840 -4.40 <.0001 3152951761 -0.05213 D39 1 -21688 5418.98063 -4.00 <.0001 329615117 -0.06673 D40 1 -27166 8857.43572 -3.07 0.0022 217257740 -0.03586 D41 1 -19595 8887.22058 -2.20 0.0276 2801212 -0.02587 D42 1 -42450 8581.49322 -4.95 <.0001 5579425832 -0.05905 D43 1 -16311 7577.57728 -2.15 0.0315 75732794 -0.02682 D44 1 39265 6423.49315 6.11 <.0001 81250777024 0.08430 D45 1 7262.15332 5958.97250 1.22 0.2231 25874452688 0.01796 D46 1 -36127 7983.35059 -4.53 <.0001 2462387837 -0.05502 D47 1 -15305 7776.29202 -1.97 0.0492 499919494 -0.02426 D48 1 -29833 5924.40656 -5.04 <.0001 1570487549 -0.07492 D49 1 -21853 6666.91940 -3.28 0.0011 2362275 -0.04392 D50 1 -46369 10395 -4.46 <.0001 3643456863 -0.05002 D51 1 -33580 5537.92486 -6.06 <.0001 4547696715 -0.09921 D52 1 -28788 8507.86256 -3.38 0.0007 637838440 -0.04005 D53 1 531.27166 7014.32666 0.08 0.9396 7847516657 0.00098942 D54 1 -18312 7246.94966 -2.53 0.0116 237583151 -0.03217 D55 1 -36545 7688.72297 -4.75 <.0001 2190774360 -0.06009 D56 1 -17137 8242.26551 -2.08 0.0377 223897613 -0.02500 D57 1 -29265 7966.47740 -3.67 0.0002 806258812 -0.04457 D58 1 -29874 9869.67039 -3.03 0.0025 435435321 -0.03480 D59 1 -598.74813 6873.66032 -0.09 0.9306 7897286757 -0.00115 D60 1 -12186 6557.59374 -1.86 0.0633 2733171723 -0.02506 D61 1 -29221 8608.15785 -3.39 0.0007 426504204 -0.04065 D62 1 -36935 9307.84803 -3.97 <.0001 1702580814 -0.04598 D63 1 -33424 7974.91955 -4.19 <.0001 1579121386 -0.05091 D64 1 -20556 8870.20331 -2.32 0.0206 9451354 -0.02714 D65 1 -41985 10420 -4.03 <.0001 2337343387 -0.04529 D66 1 -18787 7564.36327 -2.48 0.0131 75127621 -0.03089 D67 1 -35635 9474.01689 -3.76 0.0002 1244318029 -0.04436 D68 1 -36055 8241.29372 -4.37 <.0001 2352050599 -0.05259 D69 1 -29938 7474.30678 -4.01 <.0001 1104504162 -0.05094 D70 1 -21650 5966.75783 -3.63 0.0003 47162095 -0.05356 D71 1 -25883 7244.52698 -3.57 0.0004 492220247 -0.04547 D72 1 -27784 8227.80297 -3.38 0.0007 599332268 -0.04053 D73 1 -19471 5438.07136 -3.58 0.0004 1113442008 -0.06330 D74 1 24528 6984.08946 3.51 0.0005 42934641474 0.04568 D75 1 -22693 6507.14270 -3.49 0.0005 712417766 -0.04771 D76 1 -15363 5860.18930 -2.62 0.0088 8551862765 -0.03971 D77 1 -54971 5469.70123 -10.05 <.0001 54116015366 -0.20308
Sex interacting with number of departments The REG Procedure Model: MODEL5 Dependent Variable: actual Number of Observations Read 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 4.187675E12 46018402256 85.94 <.0001 Error 1778 9.520963E11 535487243 Corrected Total 1869 5.139771E12 Root MSE 23141 R-Square 0.8148 Dependent Mean 129403 Adj R-Sq 0.8053 Coeff Var 17.88252 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 101643 6218.78962 16.34 <.0001 3.131364E13 0 prof 1 37633 2176.36596 17.29 <.0001 1.423113E12 0.35732 asso 1 5780.48335 1748.70675 3.31 0.0010 14275031120 0.04895 phd 1 3732.50316 2643.94800 1.41 0.1582 1.140639E11 0.02186 sex 1 -4141.59769 3612.69083 -1.15 0.2518 51224966932 -0.03800 r1 1 5819.59990 10649 0.55 0.5848 11674946 0.00573 r2 1 -1047.63472 1580.90035 -0.66 0.5076 10432380853 -0.00754 r3 1 1199.50695 2768.46782 0.43 0.6649 219109500 0.00471 r5 1 4655.08447 2385.05030 1.95 0.0511 2665724910 0.02176 r6 1 -3287.70034 2206.24189 -1.49 0.1364 10042255969 -0.01729 yrsdegr 1 728.62135 76.65911 9.50 <.0001 21376202019 0.16145 rank1 1 -15126 1495.56430 -10.11 <.0001 1.214687E11 -0.11916 adm 1 15018 1636.21440 9.18 <.0001 1.097543E11 0.11011 dpts 1 8874.02359 2546.41210 3.48 0.0005 79737901045 0.06711 sexdpts 1 4519.93189 2964.30276 1.52 0.1275 8394127592 0.05528 D1 1 -28336 6008.28701 -4.72 <.0001 9806790043 -0.06901 D2 1 -27852 6275.87014 -4.44 <.0001 10189066765 -0.06220 D3 1 -19002 7000.68326 -2.71 0.0067 4430481466 -0.03539 D4 1 -30027 6748.06136 -4.45 <.0001 8460415466 -0.05891 D5 1 -27561 6008.05001 -4.59 <.0001 11526880380 -0.06712 D6 1 -34452 6756.73490 -5.10 <.0001 14849313171 -0.06760 D7 1 133243 6328.26349 21.06 <.0001 4.61504E11 0.29759 D8 1 127564 5850.53800 21.80 <.0001 6.297582E11 0.32975 D9 1 68528 5622.87719 12.19 <.0001 2.745586E11 0.19813 D10 1 -29508 9281.37490 -3.18 0.0015 1051686035 -0.03674 D11 1 -26506 7271.39219 -3.65 0.0003 1274739957 -0.04657 D12 1 -36640 7114.50766 -5.15 <.0001 9955909739 -0.06633 D13 1 -32717 6340.41383 -5.16 <.0001 8155046576 -0.07307 D14 1 -1052.43388 5312.02927 -0.20 0.8430 4593891388 -0.00345 D15 1 6629.91137 5407.26002 1.23 0.2203 15951721644 0.02060 D16 1 15758 7091.29045 2.22 0.0264 12525183615 0.02853 D17 1 -648.78095 6246.91287 -0.10 0.9173 2355850486 -0.00148 D18 1 14925 5210.72893 2.86 0.0042 44644295096 0.05214 D19 1 3844.30099 6649.89869 0.58 0.5633 7527729642 0.00773 D20 1 9233.63571 5345.72203 1.73 0.0843 30244325526 0.02976 D21 1 12674 6487.90860 1.95 0.0509 18421533405 0.02665 D22 1 16753 4984.68979 3.36 0.0008 1.036115E11 0.06876 D23 1 6299.36163 7753.77111 0.81 0.4167 10035900500 0.00998 D24 1 -51814 5309.76113 -9.76 <.0001 43458392292 -0.17968 D25 1 -39615 5980.09881 -6.62 <.0001 5785184377 -0.10383 D26 1 -31983 9813.79958 -3.26 0.0011 361283537 -0.03726 D27 1 -32343 7973.86441 -4.06 <.0001 1559401276 -0.04926 D28 1 -34580 6490.75151 -5.33 <.0001 2217115120 -0.07575 D29 1 -53361 8543.02301 -6.25 <.0001 7075247873 -0.07783 D30 1 -50797 8182.25909 -6.21 <.0001 7820593843 -0.07737 D31 1 -30240 7397.74590 -4.09 <.0001 1810274424 -0.05145 D32 1 -24453 8875.39180 -2.76 0.0059 52111621 -0.03228 D33 1 -27501 8586.00922 -3.20 0.0014 376351905 -0.03826 D34 1 51524 6377.51185 8.08 <.0001 1.659926E11 0.12143 D35 1 -46983 6498.68492 -7.23 <.0001 14485051225 -0.09878 D36 1 -21019 7964.99086 -2.64 0.0084 4571022 -0.03201 D37 1 -23345 5225.83766 -4.47 <.0001 1292103082 -0.08034 D38 1 -37779 8514.75185 -4.44 <.0001 3223775880 -0.05256 D39 1 -21963 5420.46110 -4.05 <.0001 339038733 -0.06758 D40 1 -26899 8857.11568 -3.04 0.0024 173737744 -0.03551 D41 1 -19818 8883.42456 -2.23 0.0258 1806594 -0.02616 D42 1 -42650 8578.64004 -4.97 <.0001 5614669810 -0.05933 D43 1 -16785 7584.99986 -2.21 0.0270 65859563 -0.02760 D44 1 38961 6423.60995 6.07 <.0001 80941047746 0.08365 D45 1 7035.79773 5959.50486 1.18 0.2379 25929947796 0.01740 D46 1 -36416 7978.16897 -4.56 <.0001 2553432777 -0.05546 D47 1 -15201 7774.19887 -1.96 0.0507 548009020 -0.02409 D48 1 -30218 5921.75067 -5.10 <.0001 1693457955 -0.07589 D49 1 -22174 6667.39110 -3.33 0.0009 1227478 -0.04457 D50 1 -46358 10392 -4.46 <.0001 3572899777 -0.05001 D51 1 -33684 5536.44810 -6.08 <.0001 4464892239 -0.09952 D52 1 -28930 8506.65113 -3.40 0.0007 601351302 -0.04024 D53 1 516.85591 7012.24211 0.07 0.9413 7960348803 0.00096257 D54 1 -18485 7245.53659 -2.55 0.0108 245267054 -0.03247 D55 1 -36930 7661.01401 -4.82 <.0001 2436948071 -0.06072 D56 1 -17294 8241.38878 -2.10 0.0360 247332317 -0.02522 D57 1 -29178 7962.28670 -3.66 0.0003 728363810 -0.04444 D58 1 -28573 9885.06186 -2.89 0.0039 298541976 -0.03328 D59 1 -541.93560 6871.39336 -0.08 0.9371 7966747833 -0.00104 D60 1 -12493 6560.24891 -1.90 0.0570 2758353859 -0.02569 D61 1 -29583 8607.63630 -3.44 0.0006 439329193 -0.04115 D62 1 -36223 9314.09829 -3.89 0.0001 1509497882 -0.04510 D63 1 -33751 7973.22069 -4.23 <.0001 1604764639 -0.05141 D64 1 -20854 8870.80328 -2.35 0.0188 10927207 -0.02753 D65 1 -42084 10417 -4.04 <.0001 2327816038 -0.04540 D66 1 -19073 7562.95192 -2.52 0.0118 71742284 -0.03136 D67 1 -34915 9481.49784 -3.68 0.0002 1095984374 -0.04347 D68 1 -36315 8242.44244 -4.41 <.0001 2276331282 -0.05297 D69 1 -30572 7468.95199 -4.09 <.0001 1232687904 -0.05202 D70 1 -21778 5966.22875 -3.65 0.0003 31156912 -0.05387 D71 1 -26144 7243.07609 -3.61 0.0003 489194483 -0.04593 D72 1 -28639 8220.29410 -3.48 0.0005 721152371 -0.04177 D73 1 -19504 5436.62726 -3.59 0.0003 1255088671 -0.06341 D74 1 24344 6983.94858 3.49 0.0005 43357920175 0.04534 D75 1 -23195 6510.28135 -3.56 0.0004 686870197 -0.04876 D76 1 -15742 5862.52655 -2.69 0.0073 8560153008 -0.04069 D77 1 -55518 5471.43220 -10.15 <.0001 55134003086 -0.20511
Sex interacting with rank at first hire The REG Procedure Model: MODEL6 Dependent Variable: actual Number of Observations Read 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 4.19106E12 46055599462 86.31 <.0001 Error 1778 9.487114E11 533583449 Corrected Total 1869 5.139771E12 Root MSE 23099 R-Square 0.8154 Dependent Mean 129403 Adj R-Sq 0.8060 Coeff Var 17.85070 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 92302 6021.33798 15.33 <.0001 3.131364E13 0 prof 1 38078 2174.89713 17.51 <.0001 1.423113E12 0.36154 asso 1 5961.37959 1746.91733 3.41 0.0007 14275031120 0.05049 phd 1 3935.46467 2639.84161 1.49 0.1362 1.140639E11 0.02305 sex 1 7793.95229 2594.33068 3.00 0.0027 51224966932 0.07151 r1 1 5863.72464 10628 0.55 0.5812 11674946 0.00578 r2 1 -1258.22184 1578.16614 -0.80 0.4254 10432380853 -0.00905 r3 1 823.18655 2753.17757 0.30 0.7650 219109500 0.00323 r5 1 5057.56280 2385.11470 2.12 0.0341 2665724910 0.02364 r6 1 -3404.33868 2201.49931 -1.55 0.1222 10042255969 -0.01790 yrsdegr 1 714.22238 76.57191 9.33 <.0001 21376202019 0.15826 rank1 1 -9113.79445 2495.89583 -3.65 0.0003 1.214687E11 -0.07180 adm 1 15187 1634.11113 9.29 <.0001 1.097543E11 0.11134 dpts 1 12055 1580.22192 7.63 <.0001 79737901045 0.09117 sexrnk1 1 -8448.71654 2868.16528 -2.95 0.0033 8416788326 -0.08053 D1 1 -27601 6001.18901 -4.60 <.0001 9669103000 -0.06722 D2 1 -27793 6264.67574 -4.44 <.0001 11223081315 -0.06207 D3 1 -18483 6989.49907 -2.64 0.0083 4567713225 -0.03442 D4 1 -29091 6738.77153 -4.32 <.0001 8100733776 -0.05708 D5 1 -27082 5998.69527 -4.51 <.0001 11783327355 -0.06596 D6 1 -33713 6744.20464 -5.00 <.0001 14558894783 -0.06615 D7 1 133981 6301.39582 21.26 <.0001 4.644569E11 0.29924 D8 1 128023 5839.76884 21.92 <.0001 6.282178E11 0.33094 D9 1 69460 5609.83429 12.38 <.0001 2.76577E11 0.20083 D10 1 -30288 9264.35500 -3.27 0.0011 1260430570 -0.03771 D11 1 -26024 7249.00519 -3.59 0.0003 1352154371 -0.04572 D12 1 -36010 7103.46561 -5.07 <.0001 9909314870 -0.06519 D13 1 -31810 6321.59773 -5.03 <.0001 8015525919 -0.07105 D14 1 -720.25422 5302.56524 -0.14 0.8920 4334989226 -0.00236 D15 1 7219.26448 5398.23657 1.34 0.1813 15931303132 0.02243 D16 1 16104 7078.19285 2.28 0.0230 12285695417 0.02916 D17 1 -127.94638 6233.38824 -0.02 0.9836 2283421091 -0.00029113 D18 1 15509 5202.39642 2.98 0.0029 44493067187 0.05419 D19 1 4649.00299 6640.21929 0.70 0.4839 7643323847 0.00934 D20 1 9908.16703 5336.81404 1.86 0.0635 30330854589 0.03193 D21 1 13417 6477.31394 2.07 0.0385 18531077169 0.02821 D22 1 17180 4975.85445 3.45 0.0006 1.025365E11 0.07051 D23 1 7143.35355 7744.01620 0.92 0.3564 10167920192 0.01132 D24 1 -50828 5304.45317 -9.58 <.0001 42799954353 -0.17626 D25 1 -39230 5968.30958 -6.57 <.0001 6055856412 -0.10282 D26 1 -30226 9806.10113 -3.08 0.0021 287988268 -0.03521 D27 1 -31940 7960.71691 -4.01 <.0001 1604127996 -0.04865 D28 1 -33945 6481.35036 -5.24 <.0001 2260543057 -0.07436 D29 1 -51822 8521.94094 -6.08 <.0001 6815420603 -0.07559 D30 1 -50282 8165.18267 -6.16 <.0001 7967679998 -0.07658 D31 1 -29309 7382.22150 -3.97 <.0001 1743241725 -0.04987 D32 1 -24458 8859.59523 -2.76 0.0058 76351503 -0.03229 D33 1 -26038 8578.06939 -3.04 0.0024 312728101 -0.03622 D34 1 52518 6373.02196 8.24 <.0001 1.667898E11 0.12378 D35 1 -46048 6484.75186 -7.10 <.0001 14089719556 -0.09681 D36 1 -20312 7948.44744 -2.56 0.0107 2841772 -0.03094 D37 1 -22660 5219.53622 -4.34 <.0001 1254790560 -0.07799 D38 1 -37649 8499.02249 -4.43 <.0001 3361355570 -0.05237 D39 1 -21169 5410.68523 -3.91 <.0001 287995965 -0.06514 D40 1 -26990 8839.43026 -3.05 0.0023 233320052 -0.03563 D41 1 -19855 8867.61471 -2.24 0.0253 208773 -0.02621 D42 1 -42400 8563.39672 -4.95 <.0001 5780799116 -0.05898 D43 1 -16303 7561.22519 -2.16 0.0312 60211347 -0.02681 D44 1 39848 6413.73564 6.21 <.0001 81679744930 0.08555 D45 1 7917.09056 5950.53473 1.33 0.1835 26430745211 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