2022-23 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 829 Number of Observations Used 829 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 90 1.728129E12 19201437633 24.25 <.0001 Error 738 5.842895E11 791720130 Corrected Total 828 2.312419E12 Root MSE 28138 R-Square 0.7473 Dependent Mean 171103 Adj R-Sq 0.7165 Coeff Var 16.44481 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 146688 12221 12.00 <.0001 2.426992E13 0 sexyrsd 1 -32.42650 277.44275 -0.12 0.9070 49934674945 -0.00929 phd 1 15860 5579.49431 2.84 0.0046 24947485731 0.08129 sex 1 -1951.82033 8019.82165 -0.24 0.8078 1789160847 -0.01650 r1 1 13275 29707 0.45 0.6551 537908515 0.00872 r2 1 5941.52042 2913.93053 2.04 0.0418 8485751219 0.04297 r3 1 8292.09864 5821.51974 1.42 0.1548 2059406579 0.02979 r5 1 15580 4625.62116 3.37 0.0008 8151516801 0.07153 r6 1 -16009 7041.40952 -2.27 0.0233 8578968144 -0.04418 yrsdegr 1 1329.02708 249.59250 5.32 <.0001 7425078270 0.23118 rank1 1 14138 3656.82715 3.87 0.0001 88907557547 0.12944 adm 1 21916 2487.22772 8.81 <.0001 1.942475E11 0.19428 dpts 1 10552 2484.22993 4.25 <.0001 96132510136 0.09771 yrsfull 1 -2900.41556 299.21038 -9.69 <.0001 1.847572E11 -0.32715 D1 1 -59547 9812.66541 -6.07 <.0001 12683338178 -0.16872 D2 1 -57664 11250 -5.13 <.0001 8188119768 -0.12493 D3 1 -40848 13098 -3.12 0.0019 1428240244 -0.07077 D4 1 -54296 12437 -4.37 <.0001 2257117115 -0.10050 D5 1 -60066 10525 -5.71 <.0001 11221118955 -0.14654 D6 1 -66030 12427 -5.31 <.0001 8671591579 -0.12222 D7 1 117793 12028 9.79 <.0001 1.631211E11 0.23112 D8 1 120412 11981 10.05 <.0001 1.84348E11 0.23626 D9 1 54710 10700 5.11 <.0001 96749602289 0.13347 D10 1 -35856 18000 -1.99 0.0467 35837610 -0.04077 D11 1 -62516 16163 -3.87 0.0001 1258621393 -0.08202 D12 1 -59204 12494 -4.74 <.0001 4220724454 -0.10959 D13 1 -59561 11638 -5.12 <.0001 6792061753 -0.12311 D14 1 -40789 8877.15724 -4.59 <.0001 3011120710 -0.15099 D15 1 -15061 8988.56506 -1.68 0.0942 8057636923 -0.05326 D16 1 5851.76206 12034 0.49 0.6269 8681295117 0.01148 D17 1 -18457 11940 -1.55 0.1226 2337275473 -0.03621 D18 1 8206.13607 8495.66473 0.97 0.3344 76007812907 0.03520 D19 1 -16140 11248 -1.43 0.1517 4454045804 -0.03497 D20 1 -11827 8942.60173 -1.32 0.1864 19334176853 -0.04248 D21 1 1934.95933 11254 0.17 0.8635 18567915139 0.00419 D22 1 -5687.45640 8574.30549 -0.66 0.5073 50940550530 -0.02414 D23 1 -14560 13745 -1.06 0.2898 5088955720 -0.02337 D24 1 -76734 9409.20440 -8.16 <.0001 28326717078 -0.25324 D25 1 -65985 11496 -5.74 <.0001 6970303611 -0.14296 D26 1 -52314 15901 -3.29 0.0010 234113047 -0.06864 D27 1 -65484 15952 -4.11 <.0001 2416898430 -0.08592 D28 1 -58687 13253 -4.43 <.0001 2726351700 -0.10168 D29 1 -84459 15480 -5.46 <.0001 14353915660 -0.12382 D30 1 -94326 16116 -5.85 <.0001 15783696497 -0.12376 D31 1 -60173 13700 -4.39 <.0001 1976476406 -0.09658 D32 1 -39664 21295 -1.86 0.0629 71920227 -0.03684 D33 1 -63588 18297 -3.48 0.0005 3925871462 -0.07230 D34 1 25564 9868.39714 2.59 0.0098 1.003127E11 0.08592 D35 1 -77061 10530 -7.32 <.0001 15768358576 -0.18800 D36 1 -34323 11958 -2.87 0.0042 607551743 -0.06735 D37 1 -62179 8502.81884 -7.31 <.0001 22059862708 -0.26952 D38 1 -36040 12993 -2.77 0.0057 179648063 -0.06244 D39 1 -45890 9188.95923 -4.99 <.0001 1360717127 -0.15423 D40 1 -31233 22342 -1.40 0.1625 416691178 -0.02901 D41 1 -58080 13062 -4.45 <.0001 2337623116 -0.10062 D42 1 -2278.03339 17957 -0.13 0.8991 3939585744 -0.00259 D43 1 -73399 18074 -4.06 <.0001 2947197318 -0.08345 D44 1 -26925 13741 -1.96 0.0504 888698756 -0.04321 D45 1 19573 13682 1.43 0.1530 19443892926 0.03141 D46 1 -13998 10059 -1.39 0.1645 12913060275 -0.03863 D47 1 -66136 12480 -5.30 <.0001 4421457490 -0.12242 D48 1 -52783 13777 -3.83 0.0001 878268665 -0.08471 D49 1 -56570 10550 -5.36 <.0001 3290901971 -0.14277 D50 1 -47198 11543 -4.09 <.0001 665733745 -0.09756 D51 1 -60205 21228 -2.84 0.0047 993224114 -0.05592 D52 1 -62071 10008 -6.20 <.0001 9181286893 -0.17129 D53 1 -47094 18045 -2.61 0.0092 358238265 -0.05354 D54 1 -24486 13018 -1.88 0.0604 983389747 -0.04242 D55 1 -45311 12045 -3.76 0.0002 522561154 -0.08890 D56 1 -55615 13353 -4.16 <.0001 1849568267 -0.09635 D57 1 -46803 21421 -2.18 0.0292 227379092 -0.04347 D58 1 -55599 14615 -3.80 0.0002 2055744000 -0.08151 D59 1 -51327 29230 -1.76 0.0795 201882913 -0.03373 D60 1 -10432 11298 -0.92 0.3561 7008835874 -0.02260 D61 1 -23747 11558 -2.05 0.0403 2200378924 -0.04908 D62 1 -44752 29261 -1.53 0.1266 21283494 -0.02941 D63 1 -70136 17970 -3.90 0.0001 2716577263 -0.07974 D64 1 -46350 13670 -3.39 0.0007 462045762 -0.07439 D65 1 -43588 14651 -2.98 0.0030 178119190 -0.06390 D66 1 -76504 17879 -4.28 <.0001 4644649391 -0.08698 D67 1 -42589 11569 -3.68 0.0002 527985745 -0.08803 D68 1 -34645 21645 -1.60 0.1099 242383 -0.03218 D69 1 -41536 21766 -1.91 0.0567 34783543 -0.03858 D72 1 -23082 11259 -2.05 0.0407 1807389123 -0.05001 D73 1 -40094 21327 -1.88 0.0605 2658324 -0.03724 D74 1 -42520 15935 -2.67 0.0078 117453629 -0.05579 D75 1 -55217 9516.45009 -5.80 <.0001 9614523844 -0.17171 D76 1 5895.87796 14657 0.40 0.6876 6831483055 0.00864 D77 1 -63120 14674 -4.30 <.0001 4601854600 -0.09254 D78 1 -35883 12955 -2.77 0.0058 553682829 -0.06217 D79 1 -71086 11996 -5.93 <.0001 27802972346 -0.15401
Sex interacting with administrator flag The REG Procedure Model: MODEL2 Dependent Variable: actual Number of Observations Read 829 Number of Observations Used 829 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 90 1.73101E12 19233442061 24.41 <.0001 Error 738 5.814091E11 787817151 Corrected Total 828 2.312419E12 Root MSE 28068 R-Square 0.7486 Dependent Mean 171103 Adj R-Sq 0.7179 Coeff Var 16.40423 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 145435 10822 13.44 <.0001 2.426992E13 0 sexadm 1 -9272.98586 4840.52237 -1.92 0.0558 1.349E11 -0.07282 phd 1 15545 5565.56354 2.79 0.0054 15343724604 0.07968 sex 1 381.94589 3005.42302 0.13 0.8989 3604087875 0.00323 r1 1 15488 29354 0.53 0.5979 508969101 0.01018 r2 1 5893.09282 2906.81747 2.03 0.0430 6546598923 0.04262 r3 1 7665.53059 5815.25476 1.32 0.1879 1563458970 0.02754 r5 1 15953 4617.25912 3.46 0.0006 5960361900 0.07324 r6 1 -15982 7020.68184 -2.28 0.0231 10422559438 -0.04410 yrsdegr 1 1300.80397 121.80028 10.68 <.0001 56261741867 0.22627 rank1 1 14563 3650.43356 3.99 <.0001 1.075555E11 0.13333 adm 1 28402 4195.22888 6.77 <.0001 51797325483 0.25177 dpts 1 10567 2477.40285 4.27 <.0001 95325177389 0.09785 yrsfull 1 -2912.44853 298.17575 -9.77 <.0001 1.859317E11 -0.32851 D1 1 -60094 9792.28669 -6.14 <.0001 12619077040 -0.17027 D2 1 -59062 11216 -5.27 <.0001 8448772327 -0.12796 D3 1 -40606 13064 -3.11 0.0020 1414779695 -0.07035 D4 1 -55534 12419 -4.47 <.0001 2246025023 -0.10279 D5 1 -60188 10498 -5.73 <.0001 11028899895 -0.14684 D6 1 -65677 12397 -5.30 <.0001 8596235910 -0.12157 D7 1 118284 11999 9.86 <.0001 1.635847E11 0.23208 D8 1 121284 11960 10.14 <.0001 1.861298E11 0.23797 D9 1 54846 10663 5.14 <.0001 97091193976 0.13381 D10 1 -33898 17983 -1.89 0.0598 100637842 -0.03854 D11 1 -62054 16125 -3.85 0.0001 1155331010 -0.08142 D12 1 -58850 12461 -4.72 <.0001 4056857410 -0.10893 D13 1 -59897 11610 -5.16 <.0001 6825086705 -0.12380 D14 1 -40954 8855.38272 -4.62 <.0001 2901096877 -0.15160 D15 1 -15185 8964.78220 -1.69 0.0907 8193305702 -0.05370 D16 1 6389.93395 11997 0.53 0.5945 8975149079 0.01254 D17 1 -19556 11925 -1.64 0.1014 2157243515 -0.03837 D18 1 7531.37610 8480.68081 0.89 0.3748 74859087927 0.03231 D19 1 -15549 11184 -1.39 0.1649 4494825291 -0.03369 D20 1 -12037 8916.09628 -1.35 0.1774 19262035301 -0.04324 D21 1 1915.42463 11199 0.17 0.8642 18271582867 0.00415 D22 1 -5921.73468 8550.22557 -0.69 0.4888 50814558828 -0.02514 D23 1 -14292 13712 -1.04 0.2976 5290889951 -0.02294 D24 1 -76982 9376.38979 -8.21 <.0001 28428769661 -0.25405 D25 1 -67567 11498 -5.88 <.0001 7354353304 -0.14639 D26 1 -52060 15851 -3.28 0.0011 229645979 -0.06830 D27 1 -65044 15897 -4.09 <.0001 2392633930 -0.08534 D28 1 -60132 13241 -4.54 <.0001 2862422457 -0.10418 D29 1 -85797 15427 -5.56 <.0001 14897762783 -0.12578 D30 1 -94631 16073 -5.89 <.0001 15629676329 -0.12416 D31 1 -59056 13662 -4.32 <.0001 1811131417 -0.09478 D32 1 -42384 21290 -1.99 0.0469 33932739 -0.03937 D33 1 -65668 18247 -3.60 0.0003 4046840938 -0.07466 D34 1 24719 9851.12175 2.51 0.0123 99698741215 0.08308 D35 1 -76844 10499 -7.32 <.0001 15517737845 -0.18747 D36 1 -33214 11936 -2.78 0.0055 706912204 -0.06517 D37 1 -62811 8486.32213 -7.40 <.0001 22618243322 -0.27226 D38 1 -37331 12978 -2.88 0.0041 127662028 -0.06468 D39 1 -46149 9149.63243 -5.04 <.0001 1362199144 -0.15510 D40 1 -31227 22151 -1.41 0.1590 442331822 -0.02901 D41 1 -58096 13028 -4.46 <.0001 2328985533 -0.10065 D42 1 -3480.38526 17855 -0.19 0.8455 3785264128 -0.00396 D43 1 -75525 18041 -4.19 <.0001 3220368560 -0.08587 D44 1 -26175 13702 -1.91 0.0565 986013835 -0.04201 D45 1 19921 13649 1.46 0.1449 19689711199 0.03197 D46 1 -14285 10017 -1.43 0.1543 12841352987 -0.03942 D47 1 -66644 12450 -5.35 <.0001 4536711270 -0.12336 D48 1 -53548 13747 -3.90 0.0001 957641041 -0.08594 D49 1 -57014 10520 -5.42 <.0001 3416670949 -0.14389 D50 1 -47110 11515 -4.09 <.0001 639185889 -0.09737 D51 1 -59793 21176 -2.82 0.0049 954603099 -0.05554 D52 1 -61806 9977.78562 -6.19 <.0001 8907316694 -0.17056 D53 1 -47072 18000 -2.62 0.0091 352112935 -0.05352 D54 1 -24720 12986 -1.90 0.0574 968169442 -0.04283 D55 1 -45983 11976 -3.84 0.0001 565453572 -0.09022 D56 1 -55222 13320 -4.15 <.0001 1743595255 -0.09567 D57 1 -45224 21384 -2.11 0.0348 173956633 -0.04201 D58 1 -55591 14575 -3.81 0.0001 2022093188 -0.08150 D59 1 -48937 29170 -1.68 0.0938 145874127 -0.03216 D60 1 -10453 11251 -0.93 0.3531 7114773665 -0.02265 D61 1 -23018 11536 -2.00 0.0464 2441871266 -0.04758 D62 1 -42987 29138 -1.48 0.1406 8358955 -0.02825 D63 1 -70298 17916 -3.92 <.0001 2685909033 -0.07993 D64 1 -45564 13641 -3.34 0.0009 370468917 -0.07313 D65 1 -43557 14612 -2.98 0.0030 158738212 -0.06386 D66 1 -76843 17830 -4.31 <.0001 4622129936 -0.08737 D67 1 -43496 11544 -3.77 0.0002 583586362 -0.08990 D68 1 -34162 21566 -1.58 0.1136 2796327 -0.03173 D69 1 -43122 21728 -1.98 0.0476 50934773 -0.04006 D72 1 -22980 11216 -2.05 0.0408 1912036950 -0.04979 D73 1 -41073 21280 -1.93 0.0540 4734548 -0.03815 D74 1 -44606 15921 -2.80 0.0052 178086512 -0.05853 D75 1 -55335 9489.79316 -5.83 <.0001 9400943340 -0.17208 D76 1 5276.16055 14613 0.36 0.7182 6759726601 0.00773 D77 1 -64234 14584 -4.40 <.0001 4817827987 -0.09417 D78 1 -35710 12921 -2.76 0.0059 496606904 -0.06187 D79 1 -72430 11987 -6.04 <.0001 28765729967 -0.15692
Sex interacting with number of departments The REG Procedure Model: MODEL3 Dependent Variable: actual Number of Observations Read 829 Number of Observations Used 829 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 90 1.728439E12 19204872333 24.27 <.0001 Error 738 5.839803E11 791301264 Corrected Total 828 2.312419E12 Root MSE 28130 R-Square 0.7475 Dependent Mean 171103 Adj R-Sq 0.7167 Coeff Var 16.44046 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 145049 11392 12.73 <.0001 2.426992E13 0 sexdpts 1 -2934.37076 4614.80146 -0.64 0.5251 1.618229E11 -0.03749 phd 1 15675 5581.82480 2.81 0.0051 13992642117 0.08034 sex 1 807.53208 6259.35638 0.13 0.8974 54571811346 0.00683 r1 1 13261 29395 0.45 0.6520 508676136 0.00872 r2 1 6013.47482 2915.20911 2.06 0.0395 4516527731 0.04349 r3 1 7885.86325 5856.14335 1.35 0.1785 2984733674 0.02833 r5 1 15623 4623.85724 3.38 0.0008 3020030367 0.07173 r6 1 -15886 7037.87116 -2.26 0.0243 9951697566 -0.04384 yrsdegr 1 1302.40252 122.07479 10.67 <.0001 44811953705 0.22655 rank1 1 14254 3657.44224 3.90 0.0001 93270346823 0.13050 adm 1 21982 2488.09738 8.83 <.0001 93177410533 0.19486 dpts 1 12516 3953.98807 3.17 0.0016 13867469800 0.11589 yrsfull 1 -2903.06889 298.82813 -9.71 <.0001 1.84383E11 -0.32745 D1 1 -59542 9809.56167 -6.07 <.0001 12772214906 -0.16871 D2 1 -57950 11230 -5.16 <.0001 7593019599 -0.12555 D3 1 -41052 13097 -3.13 0.0018 1297797148 -0.07112 D4 1 -54455 12432 -4.38 <.0001 2108872205 -0.10080 D5 1 -60231 10523 -5.72 <.0001 10783244812 -0.14694 D6 1 -65881 12425 -5.30 <.0001 8938854893 -0.12195 D7 1 118434 12062 9.82 <.0001 1.594956E11 0.23238 D8 1 120793 11992 10.07 <.0001 1.839688E11 0.23701 D9 1 55106 10700 5.15 <.0001 97262308226 0.13444 D10 1 -35432 18007 -1.97 0.0495 59727394 -0.04028 D11 1 -61946 16183 -3.83 0.0001 1120149141 -0.08128 D12 1 -59158 12487 -4.74 <.0001 4195229554 -0.10950 D13 1 -59504 11634 -5.11 <.0001 6702871789 -0.12299 D14 1 -40879 8875.83546 -4.61 <.0001 2975526825 -0.15132 D15 1 -15137 8985.57620 -1.68 0.0925 8063596365 -0.05353 D16 1 6064.63109 12024 0.50 0.6141 8762227097 0.01190 D17 1 -18503 11937 -1.55 0.1216 2379779044 -0.03631 D18 1 8118.83129 8493.31778 0.96 0.3394 75928495889 0.03483 D19 1 -16025 11206 -1.43 0.1531 4323830492 -0.03472 D20 1 -12014 8941.79193 -1.34 0.1795 19019025480 -0.04316 D21 1 2160.03522 11226 0.19 0.8475 18328853758 0.00468 D22 1 -5682.79971 8568.08780 -0.66 0.5074 50968700491 -0.02412 D23 1 -14852 13750 -1.08 0.2804 5072756716 -0.02384 D24 1 -76668 9395.80886 -8.16 <.0001 28572126554 -0.25302 D25 1 -66273 11502 -5.76 <.0001 7062247082 -0.14358 D26 1 -52584 15894 -3.31 0.0010 266402743 -0.06899 D27 1 -65509 15932 -4.11 <.0001 2492435041 -0.08595 D28 1 -59127 13266 -4.46 <.0001 2789565583 -0.10244 D29 1 -84315 15443 -5.46 <.0001 14539387018 -0.12361 D30 1 -94188 16111 -5.85 <.0001 15583756595 -0.12358 D31 1 -59906 13684 -4.38 <.0001 1975234660 -0.09615 D32 1 -39527 21289 -1.86 0.0638 75074959 -0.03672 D33 1 -64266 18279 -3.52 0.0005 3888689308 -0.07307 D34 1 25424 9865.22296 2.58 0.0102 1.003938E11 0.08545 D35 1 -76991 10522 -7.32 <.0001 15700617911 -0.18783 D36 1 -34225 11949 -2.86 0.0043 599299809 -0.06715 D37 1 -62247 8499.36991 -7.32 <.0001 22152943264 -0.26981 D38 1 -36050 12989 -2.78 0.0057 178692508 -0.06246 D39 1 -45937 9170.03465 -5.01 <.0001 1349654427 -0.15439 D40 1 -30966 22200 -1.39 0.1635 452107245 -0.02876 D41 1 -58457 13069 -4.47 <.0001 2429305207 -0.10128 D42 1 -2471.68720 17890 -0.14 0.8901 3895200142 -0.00281 D43 1 -73352 18043 -4.07 <.0001 2948946373 -0.08340 D44 1 -26304 13768 -1.91 0.0564 974083361 -0.04222 D45 1 19328 13683 1.41 0.1582 19283461027 0.03102 D46 1 -13865 10037 -1.38 0.1676 13047412086 -0.03826 D47 1 -65900 12478 -5.28 <.0001 4333312634 -0.12198 D48 1 -53054 13779 -3.85 0.0001 905394145 -0.08515 D49 1 -56492 10540 -5.36 <.0001 3251288686 -0.14257 D50 1 -47188 11540 -4.09 <.0001 661177274 -0.09754 D51 1 -60410 21225 -2.85 0.0045 1005074912 -0.05611 D52 1 -62034 9999.13108 -6.20 <.0001 9131306080 -0.17119 D53 1 -47302 18043 -2.62 0.0089 366970142 -0.05378 D54 1 -24527 13015 -1.88 0.0599 977399218 -0.04249 D55 1 -45276 11996 -3.77 0.0002 499331562 -0.08883 D56 1 -56014 13365 -4.19 <.0001 1897334374 -0.09705 D57 1 -46633 21417 -2.18 0.0298 221407981 -0.04332 D58 1 -55243 14616 -3.78 0.0002 1987234986 -0.08099 D59 1 -50676 29223 -1.73 0.0833 184859600 -0.03331 D60 1 -10650 11285 -0.94 0.3456 6998167382 -0.02307 D61 1 -23513 11560 -2.03 0.0423 2245706656 -0.04860 D62 1 -44527 29193 -1.53 0.1276 20458361 -0.02926 D63 1 -69858 17958 -3.89 0.0001 2673291139 -0.07942 D64 1 -46431 13665 -3.40 0.0007 465526531 -0.07452 D65 1 -43354 14650 -2.96 0.0032 170415386 -0.06356 D66 1 -77670 17954 -4.33 <.0001 4810785569 -0.08831 D67 1 -43040 11579 -3.72 0.0002 574581586 -0.08896 D68 1 -34596 21613 -1.60 0.1099 552031 -0.03214 D69 1 -43074 21897 -1.97 0.0495 61982705 -0.04001 D72 1 -22963 11242 -2.04 0.0414 1818481429 -0.04975 D73 1 -39618 21334 -1.86 0.0637 907460 -0.03680 D74 1 -42305 15927 -2.66 0.0081 102091414 -0.05551 D75 1 -55233 9510.71447 -5.81 <.0001 9611017782 -0.17176 D76 1 5854.88649 14642 0.40 0.6894 6795010450 0.00858 D77 1 -62832 14602 -4.30 <.0001 4564761358 -0.09211 D78 1 -36079 12952 -2.79 0.0055 568016016 -0.06251 D79 1 -71196 11994 -5.94 <.0001 27883590805 -0.15425
Sex interacting with rank at first hire The REG Procedure Model: MODEL4 Dependent Variable: actual Number of Observations Read 829 Number of Observations Used 829 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 90 1.729718E12 19219089478 24.34 <.0001 Error 738 5.827008E11 789567466 Corrected Total 828 2.312419E12 Root MSE 28099 R-Square 0.7480 Dependent Mean 171103 Adj R-Sq 0.7173 Coeff Var 16.42244 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 143779 11076 12.98 <.0001 2.426992E13 0 sexrnk1 1 -6749.46954 4742.14372 -1.42 0.1551 17228395370 -0.06362 phd 1 16242 5576.71360 2.91 0.0037 26178803460 0.08325 sex 1 1335.78973 3851.17170 0.35 0.7288 93717596549 0.01129 r1 1 16302 29457 0.55 0.5801 531011250 0.01071 r2 1 5858.74821 2910.53284 2.01 0.0445 5438887411 0.04237 r3 1 8150.64401 5813.07415 1.40 0.1613 1571789138 0.02928 r5 1 15910 4623.96322 3.44 0.0006 5627453686 0.07304 r6 1 -16277 7031.50957 -2.31 0.0209 11708130450 -0.04492 yrsdegr 1 1302.61134 121.92877 10.68 <.0001 21011223088 0.22659 rank1 1 19099 5055.48704 3.78 0.0002 18373677259 0.17486 adm 1 22029 2484.68642 8.87 <.0001 1.955072E11 0.19528 dpts 1 10767 2484.43435 4.33 <.0001 96908949177 0.09969 yrsfull 1 -2899.81526 298.42075 -9.72 <.0001 1.869083E11 -0.32708 D1 1 -59447 9798.99743 -6.07 <.0001 12182230550 -0.16844 D2 1 -58306 11213 -5.20 <.0001 8945655125 -0.12632 D3 1 -40690 13078 -3.11 0.0019 1356433293 -0.07050 D4 1 -54859 12423 -4.42 <.0001 2355603168 -0.10154 D5 1 -59937 10510 -5.70 <.0001 10633330596 -0.14623 D6 1 -66420 12413 -5.35 <.0001 8846812841 -0.12294 D7 1 117166 12019 9.75 <.0001 1.613709E11 0.22989 D8 1 119975 11968 10.02 <.0001 1.83613E11 0.23540 D9 1 54019 10688 5.05 <.0001 95297099008 0.13179 D10 1 -37869 18026 -2.10 0.0360 17997812 -0.04306 D11 1 -63391 16153 -3.92 <.0001 1305729918 -0.08317 D12 1 -59361 12474 -4.76 <.0001 4247542685 -0.10988 D13 1 -59744 11622 -5.14 <.0001 6805195180 -0.12349 D14 1 -40976 8865.81833 -4.62 <.0001 2989139229 -0.15168 D15 1 -14940 8974.68386 -1.66 0.0964 8293429708 -0.05283 D16 1 5397.20379 12013 0.45 0.6534 8394267731 0.01059 D17 1 -18744 11926 -1.57 0.1164 2334543887 -0.03678 D18 1 8062.38832 8483.10522 0.95 0.3422 75943594795 0.03459 D19 1 -15951 11194 -1.42 0.1546 4342353717 -0.03456 D20 1 -11818 8925.08440 -1.32 0.1859 19340266686 -0.04245 D21 1 2197.53339 11212 0.20 0.8447 18373759301 0.00476 D22 1 -5825.55858 8559.42012 -0.68 0.4963 50704502153 -0.02473 D23 1 -14261 13728 -1.04 0.2992 5264262758 -0.02289 D24 1 -76483 9386.52680 -8.15 <.0001 28411042683 -0.25240 D25 1 -66135 11481 -5.76 <.0001 7004853694 -0.14328 D26 1 -51256 15883 -3.23 0.0013 203491933 -0.06725 D27 1 -65880 15917 -4.14 <.0001 2529197692 -0.08644 D28 1 -59200 13239 -4.47 <.0001 2768446524 -0.10256 D29 1 -84304 15426 -5.47 <.0001 14615087210 -0.12359 D30 1 -94508 16091 -5.87 <.0001 15759874715 -0.12400 D31 1 -59685 13669 -4.37 <.0001 1933554263 -0.09579 D32 1 -40366 21271 -1.90 0.0581 63839748 -0.03750 D33 1 -63279 18241 -3.47 0.0006 3748495959 -0.07194 D34 1 25768 9854.05574 2.61 0.0091 1.010229E11 0.08660 D35 1 -77166 10511 -7.34 <.0001 15713104593 -0.18826 D36 1 -34643 11935 -2.90 0.0038 568490326 -0.06797 D37 1 -62180 8488.85298 -7.32 <.0001 21915668363 -0.26953 D38 1 -37339 13007 -2.87 0.0042 122121454 -0.06469 D39 1 -45990 9158.95758 -5.02 <.0001 1338036424 -0.15457 D40 1 -30412 22178 -1.37 0.1707 486929233 -0.02825 D41 1 -58690 13049 -4.50 <.0001 2455322266 -0.10168 D42 1 -2558.83192 17863 -0.14 0.8861 3901447565 -0.00291 D43 1 -73728 18026 -4.09 <.0001 2992278631 -0.08382 D44 1 -27638 13718 -2.01 0.0443 814225773 -0.04436 D45 1 19243 13665 1.41 0.1595 19270386946 0.03088 D46 1 -13594 10029 -1.36 0.1757 13286981894 -0.03751 D47 1 -65854 12462 -5.28 <.0001 4292287275 -0.12190 D48 1 -52182 13762 -3.79 0.0002 792982961 -0.08375 D49 1 -57082 10536 -5.42 <.0001 3413362566 -0.14406 D50 1 -47751 11534 -4.14 <.0001 725957337 -0.09870 D51 1 -60537 21200 -2.86 0.0044 1011313863 -0.05623 D52 1 -62185 9988.75195 -6.23 <.0001 9209776789 -0.17160 D53 1 -48208 18037 -2.67 0.0077 424895005 -0.05481 D54 1 -24158 13002 -1.86 0.0636 1039056922 -0.04185 D55 1 -45479 11984 -3.80 0.0002 517349497 -0.08923 D56 1 -56386 13345 -4.23 <.0001 1961800402 -0.09769 D57 1 -47429 21396 -2.22 0.0269 251239947 -0.04406 D58 1 -55469 14591 -3.80 0.0002 2014540887 -0.08132 D59 1 -48231 29254 -1.65 0.0996 123532736 -0.03170 D60 1 -10524 11264 -0.93 0.3504 7022034565 -0.02280 D61 1 -24079 11545 -2.09 0.0373 2135589611 -0.04977 D62 1 -46969 29185 -1.61 0.1080 42673806 -0.03087 D63 1 -69806 17937 -3.89 0.0001 2653607453 -0.07937 D64 1 -46645 13651 -3.42 0.0007 486303582 -0.07486 D65 1 -43957 14631 -3.00 0.0028 198233948 -0.06444 D66 1 -77883 17873 -4.36 <.0001 4950464217 -0.08855 D67 1 -42801 11549 -3.71 0.0002 558558399 -0.08847 D68 1 -35442 21593 -1.64 0.1011 203693 -0.03292 D69 1 -44075 21810 -2.02 0.0437 90733421 -0.04094 D72 1 -22808 11230 -2.03 0.0426 1835099225 -0.04941 D73 1 -39581 21301 -1.86 0.0635 973116 -0.03677 D74 1 -44494 15960 -2.79 0.0054 225770164 -0.05838 D75 1 -54819 9503.52422 -5.77 <.0001 9448571152 -0.17047 D76 1 6234.00785 14626 0.43 0.6701 6864530139 0.00914 D77 1 -62870 14585 -4.31 <.0001 4628687772 -0.09217 D78 1 -35474 12939 -2.74 0.0063 513343407 -0.06146 D79 1 -70942 11979 -5.92 <.0001 27689662128 -0.15370
Sex interacting with years to full professor The REG Procedure Model: MODEL5 Dependent Variable: actual Number of Observations Read 829 Number of Observations Used 829 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 90 1.730548E12 19228316252 24.39 <.0001 Error 738 5.818704E11 788442249 Corrected Total 828 2.312419E12 Root MSE 28079 R-Square 0.7484 Dependent Mean 171103 Adj R-Sq 0.7177 Coeff Var 16.41074 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 143457 11006 13.03 <.0001 2.426992E13 0 sexyrsfu 1 -668.44845 380.76717 -1.76 0.0796 59107232891 -0.07917 phd 1 15985 5566.23067 2.87 0.0042 29393647288 0.08193 sex 1 3225.31347 4260.43731 0.76 0.4493 1.680436E11 0.02727 r1 1 18018 29483 0.61 0.5413 536570798 0.01184 r2 1 5786.25035 2909.22811 1.99 0.0471 4171090334 0.04184 r3 1 8224.70515 5808.07417 1.42 0.1572 1542464031 0.02955 r5 1 15834 4617.29552 3.43 0.0006 4962359063 0.07269 r6 1 -16158 7024.17392 -2.30 0.0217 12123359789 -0.04459 yrsdegr 1 1296.81790 121.90089 10.64 <.0001 19157509656 0.22558 rank1 1 14295 3645.82486 3.92 <.0001 285192361 0.13087 adm 1 21955 2481.82588 8.85 <.0001 2.019477E11 0.19462 dpts 1 10678 2479.31458 4.31 <.0001 93753258139 0.09888 yrsfull 1 -2428.04356 400.98305 -6.06 <.0001 82068569374 -0.27387 D1 1 -60068 9796.51925 -6.13 <.0001 12451995114 -0.17020 D2 1 -58041 11196 -5.18 <.0001 8254777077 -0.12575 D3 1 -40992 13069 -3.14 0.0018 1362755504 -0.07102 D4 1 -55486 12426 -4.47 <.0001 2258977317 -0.10270 D5 1 -60170 10502 -5.73 <.0001 10735784898 -0.14680 D6 1 -67375 12425 -5.42 <.0001 8821486573 -0.12471 D7 1 116647 12020 9.70 <.0001 1.626379E11 0.22887 D8 1 119536 11966 9.99 <.0001 1.844545E11 0.23454 D9 1 53814 10681 5.04 <.0001 96421480947 0.13129 D10 1 -37910 17996 -2.11 0.0355 36817630 -0.04310 D11 1 -64178 16157 -3.97 <.0001 1262462811 -0.08420 D12 1 -59766 12469 -4.79 <.0001 4210234640 -0.11063 D13 1 -60285 11621 -5.19 <.0001 6763816617 -0.12461 D14 1 -41520 8868.44532 -4.68 <.0001 2947024591 -0.15369 D15 1 -15555 8972.82544 -1.73 0.0834 8148550134 -0.05500 D16 1 4392.74125 12030 0.37 0.7151 8503262367 0.00862 D17 1 -19291 11925 -1.62 0.1062 2372275523 -0.03785 D18 1 7576.28054 8484.36379 0.89 0.3722 76189300016 0.03250 D19 1 -16251 11186 -1.45 0.1467 4331642252 -0.03521 D20 1 -12251 8922.55788 -1.37 0.1702 19366437923 -0.04401 D21 1 1281.71010 11211 0.11 0.9090 18178709685 0.00278 D22 1 -6388.36892 8562.64712 -0.75 0.4559 50865038752 -0.02712 D23 1 -14837 13718 -1.08 0.2798 5202340770 -0.02381 D24 1 -77832 9401.67842 -8.28 <.0001 28971427936 -0.25686 D25 1 -66741 11480 -5.81 <.0001 6989812494 -0.14460 D26 1 -51512 15862 -3.25 0.0012 209986559 -0.06759 D27 1 -66721 15920 -4.19 <.0001 2532989978 -0.08754 D28 1 -59822 13240 -4.52 <.0001 2739139827 -0.10364 D29 1 -84894 15418 -5.51 <.0001 14607002150 -0.12446 D30 1 -95986 16106 -5.96 <.0001 15956339264 -0.12594 D31 1 -60064 13656 -4.40 <.0001 1924829967 -0.09640 D32 1 -39434 21250 -1.86 0.0639 86623668 -0.03663 D33 1 -64554 18232 -3.54 0.0004 3832267465 -0.07339 D34 1 25342 9846.36353 2.57 0.0103 1.013457E11 0.08517 D35 1 -77430 10506 -7.37 <.0001 15451201691 -0.18891 D36 1 -34517 11926 -2.89 0.0039 652349001 -0.06772 D37 1 -62844 8491.85729 -7.40 <.0001 21978448357 -0.27240 D38 1 -37628 12997 -2.90 0.0039 144370061 -0.06519 D39 1 -46763 9167.35093 -5.10 <.0001 1369796293 -0.15717 D40 1 -34882 22273 -1.57 0.1177 340029420 -0.03240 D41 1 -59592 13061 -4.56 <.0001 2494838120 -0.10324 D42 1 -2636.17154 17850 -0.15 0.8826 3991376411 -0.00300 D43 1 -74586 18025 -4.14 <.0001 3020238705 -0.08480 D44 1 -28212 13718 -2.06 0.0401 822091924 -0.04528 D45 1 18628 13664 1.36 0.1732 19276388376 0.02990 D46 1 -14257 10021 -1.42 0.1552 13221119468 -0.03934 D47 1 -66615 12455 -5.35 <.0001 4340820900 -0.12330 D48 1 -52896 13746 -3.85 0.0001 808772662 -0.08490 D49 1 -58087 10559 -5.50 <.0001 3532156181 -0.14660 D50 1 -48501 11543 -4.20 <.0001 745332045 -0.10025 D51 1 -60162 21184 -2.84 0.0046 943792877 -0.05588 D52 1 -62483 9984.36521 -6.26 <.0001 9020242544 -0.17242 D53 1 -49003 18040 -2.72 0.0068 424323549 -0.05571 D54 1 -25033 12995 -1.93 0.0544 995707561 -0.04337 D55 1 -46088 11984 -3.85 0.0001 514039285 -0.09043 D56 1 -58273 13411 -4.35 <.0001 2197328606 -0.10096 D57 1 -47718 21383 -2.23 0.0259 240209868 -0.04432 D58 1 -55918 14582 -3.83 0.0001 2001907181 -0.08198 D59 1 -47392 29239 -1.62 0.1055 104184879 -0.03115 D60 1 -11097 11263 -0.99 0.3248 7025873839 -0.02404 D61 1 -25174 11563 -2.18 0.0298 2015377945 -0.05203 D62 1 -47979 29181 -1.64 0.1006 44638688 -0.03153 D63 1 -69875 17923 -3.90 0.0001 2598110699 -0.07944 D64 1 -47092 13646 -3.45 0.0006 475876973 -0.07558 D65 1 -44380 14625 -3.03 0.0025 190430053 -0.06506 D66 1 -78514 17871 -4.39 <.0001 4921649933 -0.08927 D67 1 -43722 11557 -3.78 0.0002 608845542 -0.09037 D68 1 -34718 21572 -1.61 0.1080 1366293 -0.03225 D69 1 -44119 21771 -2.03 0.0431 70768098 -0.04098 D72 1 -23062 11221 -2.06 0.0402 1906184745 -0.04996 D73 1 -42072 21313 -1.97 0.0487 12228723 -0.03908 D74 1 -45049 15954 -2.82 0.0049 208906119 -0.05911 D75 1 -55095 9493.38427 -5.80 <.0001 9234974278 -0.17133 D76 1 5197.58481 14621 0.36 0.7223 6732458558 0.00762 D77 1 -64474 14600 -4.42 <.0001 4902206130 -0.09452 D78 1 -36359 12928 -2.81 0.0050 574711341 -0.06299 D79 1 -71792 11977 -5.99 <.0001 28326615869 -0.15554