2016-17 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 811 Number of Observations Used 811 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 1.236904E12 13592352306 16.21 <.0001 Error 719 6.030466E11 838729674 Corrected Total 810 1.839951E12 Root MSE 28961 R-Square 0.6722 Dependent Mean 148624 Adj R-Sq 0.6308 Coeff Var 19.48597 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 122667 14051 8.73 <.0001 1.791426E13 0 sexyrsd 1 48.70122 313.49103 0.16 0.8766 68239831215 0.01468 phd 1 -1532.98863 5513.27037 -0.28 0.7811 7116814745 -0.00943 sex 1 1189.51643 8637.07156 0.14 0.8905 1697716922 0.01082 r1 1 23738 29648 0.80 0.4236 9965824042 0.01749 r2 1 -2081.12908 3272.82295 -0.64 0.5251 7057407357 -0.01519 r3 1 -3369.93080 6125.65081 -0.55 0.5824 37846885 -0.01292 r5 1 11026 5324.80531 2.07 0.0388 6367137993 0.05071 r6 1 -8342.66006 9683.08980 -0.86 0.3892 659568818 -0.01933 yrsdegr 1 1083.77624 287.25524 3.77 0.0002 2796607036 0.19568 rank1 1 11233 3674.17991 3.06 0.0023 72430949238 0.11514 adm 1 22644 2995.95213 7.56 <.0001 1.030022E11 0.19051 dpts 1 10241 3009.19498 3.40 0.0007 32599610254 0.09071 yrsfull 1 -2707.78117 311.09953 -8.70 <.0001 1.751679E11 -0.33600 D1 1 -21081 10809 -1.95 0.0515 5408920048 -0.07029 D2 1 -24912 12470 -2.00 0.0461 2857360189 -0.06050 D3 1 -14772 12756 -1.16 0.2472 2563368303 -0.03422 D4 1 -32509 12820 -2.54 0.0114 5422458671 -0.07532 D5 1 -30507 11551 -2.64 0.0084 10833798714 -0.08630 D6 1 -39017 18908 -2.06 0.0394 3010474475 -0.04973 D7 1 135573 14097 9.62 <.0001 1.221099E11 0.26329 D8 1 137067 14897 9.20 <.0001 1.144858E11 0.24660 D9 1 60493 11649 5.19 <.0001 62721243156 0.17112 D10 1 -4937.18815 17136 -0.29 0.7733 343716082 -0.00726 D11 1 -18575 13709 -1.35 0.1759 368421066 -0.03854 D12 1 -33761 13177 -2.56 0.0106 4539638697 -0.07425 D13 1 -21523 12388 -1.74 0.0827 3798593333 -0.05456 D14 1 -3901.91602 10043 -0.39 0.6977 9189260 -0.01709 D15 1 9600.17333 10428 0.92 0.3576 4635299153 0.03616 D16 1 24175 14920 1.62 0.1056 3174750872 0.04349 D17 1 9227.57201 14122 0.65 0.5137 1292998566 0.01792 D18 1 17331 9990.53344 1.73 0.0832 18701799340 0.07690 D19 1 18577 12717 1.46 0.1445 7881656417 0.04304 D20 1 22145 10498 2.11 0.0353 22363331147 0.08190 D21 1 27066 13526 2.00 0.0458 11789293387 0.05616 D22 1 21942 9793.95025 2.24 0.0254 48357718452 0.10871 D23 1 12746 15754 0.81 0.4187 4203792097 0.02095 D24 1 -47870 10335 -4.63 <.0001 29558886792 -0.19566 D25 1 -45660 12799 -3.57 0.0004 12122447898 -0.11574 D26 1 -25070 17037 -1.47 0.1416 397215793 -0.03687 D27 1 -27437 18898 -1.45 0.1470 390138130 -0.03497 D28 1 -41782 15082 -2.77 0.0057 4983099703 -0.07517 D29 1 -59642 15732 -3.79 0.0002 16439101209 -0.10730 D30 1 -64694 19025 -3.40 0.0007 9699308959 -0.08246 D31 1 -35876 22433 -1.60 0.1102 849290037 -0.03736 D32 1 -22106 17010 -1.30 0.1942 197142320 -0.03251 D33 1 -31715 17737 -1.79 0.0742 4143243207 -0.04665 D35 1 45368 11037 4.11 <.0001 76832196562 0.17686 D36 1 -38273 12451 -3.07 0.0022 5620545174 -0.09294 D37 1 -17839 13547 -1.32 0.1883 223141244 -0.03701 D38 1 -27395 9848.83243 -2.78 0.0056 12072214441 -0.13167 D39 1 -42538 17116 -2.49 0.0132 3170402529 -0.06256 D40 1 -9625.60476 10386 -0.93 0.3543 69613779 -0.03690 D41 1 -1321.59814 31285 -0.04 0.9663 251073521 -0.00097371 D42 1 -24387 15684 -1.55 0.1204 865182079 -0.04008 D43 1 -15180 14799 -1.03 0.3054 118855476 -0.02731 D44 1 -25109 19017 -1.32 0.1871 800403794 -0.03200 D45 1 -6788.52648 14170 -0.48 0.6320 201138249 -0.01318 D47 1 44208 12759 3.46 0.0006 30098936158 0.10242 D48 1 19456 10916 1.78 0.0751 24150599583 0.06487 D49 1 -34623 14869 -2.33 0.0202 1713864263 -0.06229 D50 1 4856.11358 13100 0.37 0.7110 4169975566 0.01068 D51 1 -30188 11160 -2.71 0.0070 2994671373 -0.09337 D52 1 -11248 12702 -0.89 0.3762 227963314 -0.02606 D53 1 -5866.45188 22518 -0.26 0.7945 196984678 -0.00611 D54 1 -28995 11467 -2.53 0.0117 2313571545 -0.08465 D55 1 -22530 19265 -1.17 0.2426 182198272 -0.02872 D56 1 -6353.11007 15760 -0.40 0.6870 334226761 -0.01044 D57 1 -9428.60306 13612 -0.69 0.4887 365248101 -0.01956 D58 1 -18209 17721 -1.03 0.3045 2842584 -0.02678 D59 1 -21430 15705 -1.36 0.1728 196486300 -0.03522 D60 1 -15604 14048 -1.11 0.2671 1167756 -0.03030 D61 1 -29169 30526 -0.96 0.3396 163767113 -0.02149 D62 1 4833.15284 13111 0.37 0.7125 3940192276 0.01063 D63 1 10065 13089 0.77 0.4422 7548592281 0.02214 D64 1 -9987.26734 30356 -0.33 0.7422 78214315 -0.00736 D65 1 -46092 17224 -2.68 0.0076 2435613760 -0.06779 D66 1 -37653 17106 -2.20 0.0280 1642182144 -0.05538 D67 1 -17171 13572 -1.27 0.2062 5619014 -0.03563 D68 1 -30110 18941 -1.59 0.1123 405658697 -0.03838 D69 1 -16927 12698 -1.33 0.1830 2211940 -0.03922 D70 1 -71219 30441 -2.34 0.0196 3062817971 -0.05247 D71 1 -43820 30848 -1.42 0.1559 771720213 -0.03229 D72 1 -17779 30695 -0.58 0.5626 12997 -0.01310 D73 1 -169.35497 13612 -0.01 0.9901 2603228882 -0.00035139 D74 1 5407.13264 30517 0.18 0.8594 711120507 0.00398 D75 1 -21306 14137 -1.51 0.1322 7900037 -0.04138 D76 1 -34864 11650 -2.99 0.0029 3682826876 -0.10179 D77 1 22696 16971 1.34 0.1815 6237736186 0.03338 D78 1 -26289 19126 -1.37 0.1697 93981637 -0.03351 D79 1 -14035 13528 -1.04 0.2999 152893407 -0.02912 D80 1 -43274 12932 -3.35 0.0009 9391393666 -0.10509
Sex interacting with administrator flag The REG Procedure Model: MODEL2 Dependent Variable: actual Number of Observations Read 811 Number of Observations Used 811 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 1.239987E12 13626235501 16.33 <.0001 Error 719 5.999633E11 834441259 Corrected Total 810 1.839951E12 Root MSE 28887 R-Square 0.6739 Dependent Mean 148624 Adj R-Sq 0.6327 Coeff Var 19.43609 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 122992 12268 10.03 <.0001 1.791426E13 0 sexadm 1 11896 6168.16824 1.93 0.0542 1.197307E11 0.08649 phd 1 -775.79510 5500.75092 -0.14 0.8879 5075683283 -0.00477 sex 1 -127.16142 3090.04889 -0.04 0.9672 15877637840 -0.00116 r1 1 21540 29591 0.73 0.4669 9306760547 0.01587 r2 1 -1926.83692 3265.42708 -0.59 0.5553 3791403649 -0.01406 r3 1 -3791.65619 6104.64312 -0.62 0.5347 3057217 -0.01453 r5 1 10594 5315.25561 1.99 0.0466 3154832780 0.04873 r6 1 -7286.22562 9669.47333 -0.75 0.4514 633268336 -0.01688 yrsdegr 1 1132.74595 134.97571 8.39 <.0001 40548534974 0.20453 rank1 1 11496 3666.72965 3.14 0.0018 65211761345 0.11784 adm 1 14103 5332.63357 2.64 0.0084 16131365298 0.11865 dpts 1 10237 2997.59656 3.42 0.0007 32099417753 0.09068 yrsfull 1 -2719.43732 310.36232 -8.76 <.0001 1.773031E11 -0.33744 D1 1 -22055 10791 -2.04 0.0413 5865820891 -0.07354 D2 1 -22692 12491 -1.82 0.0697 1969891417 -0.05511 D3 1 -15287 12722 -1.20 0.2299 2621401348 -0.03542 D4 1 -30969 12812 -2.42 0.0159 4645518494 -0.07175 D5 1 -31636 11534 -2.74 0.0062 11349458497 -0.08949 D6 1 -40797 18883 -2.16 0.0311 3193798048 -0.05200 D7 1 134845 14054 9.59 <.0001 1.207332E11 0.26188 D8 1 135578 14877 9.11 <.0001 1.143011E11 0.24392 D9 1 59811 11606 5.15 <.0001 61336535471 0.16919 D10 1 -5091.80425 17081 -0.30 0.7657 471059532 -0.00749 D11 1 -20212 13683 -1.48 0.1401 550248647 -0.04194 D12 1 -35428 13134 -2.70 0.0072 5365942284 -0.07792 D13 1 -21728 12357 -1.76 0.0791 3646783999 -0.05508 D14 1 -4263.56868 10018 -0.43 0.6705 39967439 -0.01868 D15 1 9573.19535 10399 0.92 0.3576 4806854915 0.03606 D16 1 22755 14890 1.53 0.1269 2852122034 0.04094 D17 1 7466.34516 14100 0.53 0.5966 1021156456 0.01450 D18 1 16935 9965.05848 1.70 0.0897 18672912646 0.07513 D19 1 18095 12672 1.43 0.1537 7452411856 0.04192 D20 1 21444 10475 2.05 0.0410 21970198544 0.07931 D21 1 25593 13485 1.90 0.0581 10695188656 0.05310 D22 1 21593 9770.19609 2.21 0.0274 49019426299 0.10697 D23 1 12182 15711 0.78 0.4384 4518767493 0.02002 D24 1 -48076 10308 -4.66 <.0001 29909931663 -0.19650 D25 1 -45115 12769 -3.53 0.0004 11954610449 -0.11436 D26 1 -27558 17041 -1.62 0.1063 425775258 -0.04053 D27 1 -29212 18872 -1.55 0.1221 404802528 -0.03723 D28 1 -42125 15045 -2.80 0.0052 5015562703 -0.07579 D29 1 -58149 15686 -3.71 0.0002 17168342144 -0.10462 D30 1 -66467 18998 -3.50 0.0005 9870186072 -0.08471 D31 1 -32468 22444 -1.45 0.1484 734514471 -0.03381 D32 1 -21645 16967 -1.28 0.2025 182776650 -0.03184 D33 1 -29994 17699 -1.69 0.0906 3803199444 -0.04411 D35 1 46182 10992 4.20 <.0001 80481658490 0.18004 D36 1 -39692 12439 -3.19 0.0015 6119926650 -0.09639 D37 1 -18394 13516 -1.36 0.1740 233723357 -0.03816 D38 1 -27615 9819.63174 -2.81 0.0051 11886416220 -0.13272 D39 1 -42183 17072 -2.47 0.0137 3035118531 -0.06204 D40 1 -10257 10360 -0.99 0.3225 48771807 -0.03931 D41 1 -3673.28800 31080 -0.12 0.9060 181651648 -0.00271 D42 1 -25842 15661 -1.65 0.0994 985895764 -0.04247 D43 1 -14598 14749 -0.99 0.3226 88573899 -0.02626 D44 1 -25113 18968 -1.32 0.1859 765027061 -0.03201 D45 1 -9048.80815 14160 -0.64 0.5230 87035045 -0.01757 D47 1 44028 12726 3.46 0.0006 30266499995 0.10201 D48 1 18763 10886 1.72 0.0852 23637041078 0.06256 D49 1 -34237 14831 -2.31 0.0213 1612418787 -0.06160 D50 1 5641.77899 13073 0.43 0.6662 4532437189 0.01241 D51 1 -30166 11123 -2.71 0.0068 2888238721 -0.09330 D52 1 -11213 12666 -0.89 0.3763 262789767 -0.02598 D53 1 -2779.48900 22513 -0.12 0.9018 319596848 -0.00289 D54 1 -29280 11435 -2.56 0.0107 2281590589 -0.08549 D55 1 -23754 19225 -1.24 0.2170 215673494 -0.03028 D56 1 -7387.62575 15727 -0.47 0.6387 291582704 -0.01214 D57 1 -10006 13539 -0.74 0.4601 332476588 -0.02076 D58 1 -17294 17682 -0.98 0.3284 318369 -0.02544 D59 1 -22463 15671 -1.43 0.1522 235088569 -0.03691 D60 1 -16449 14015 -1.17 0.2409 4784541 -0.03194 D61 1 -22866 30616 -0.75 0.4554 53499326 -0.01685 D62 1 4230.27273 13069 0.32 0.7463 3841898609 0.00930 D63 1 8624.19542 13065 0.66 0.5094 7163414461 0.01897 D64 1 -9818.15106 30276 -0.32 0.7458 84419863 -0.00723 D65 1 -45794 17161 -2.67 0.0078 2357597678 -0.06735 D66 1 -38338 17065 -2.25 0.0250 1693642087 -0.05639 D67 1 -17045 13526 -1.26 0.2080 10161837 -0.03537 D68 1 -28753 18905 -1.52 0.1287 327325197 -0.03665 D69 1 -18032 12677 -1.42 0.1554 68546 -0.04178 D70 1 -74344 30406 -2.45 0.0147 3306975909 -0.05477 D71 1 -46417 30789 -1.51 0.1321 875941110 -0.03420 D72 1 -21021 30661 -0.69 0.4932 5287402 -0.01549 D73 1 1572.34811 13604 0.12 0.9080 3087027092 0.00326 D74 1 11616 30610 0.38 0.7044 1066157432 0.00856 D75 1 -23619 14124 -1.67 0.0949 60098110 -0.04587 D76 1 -35110 11619 -3.02 0.0026 3681600824 -0.10251 D77 1 22190 16930 1.31 0.1904 6148897328 0.03264 D78 1 -25716 19069 -1.35 0.1779 68658367 -0.03278 D79 1 -13994 13471 -1.04 0.2992 179257984 -0.02904 D80 1 -44100 12905 -3.42 0.0007 9744087849 -0.10709
Sex interacting with number of departments The REG Procedure Model: MODEL3 Dependent Variable: actual Number of Observations Read 811 Number of Observations Used 811 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 1.237532E12 13599258101 16.23 <.0001 Error 719 6.024182E11 837855645 Corrected Total 810 1.839951E12 Root MSE 28946 R-Square 0.6726 Dependent Mean 148624 Adj R-Sq 0.6312 Coeff Var 19.47581 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 125991 13245 9.51 <.0001 1.791426E13 0 sexdpts 1 5088.16349 5782.74408 0.88 0.3792 1.046355E11 0.06622 phd 1 -1136.56843 5513.66805 -0.21 0.8367 3071980290 -0.00699 sex 1 -3683.38181 7517.91183 -0.49 0.6243 9808736093 -0.03350 r1 1 22951 29645 0.77 0.4391 9306502388 0.01691 r2 1 -2235.78922 3275.69930 -0.68 0.4951 1939233597 -0.01631 r3 1 -3206.67180 6113.32615 -0.52 0.6001 31470996 -0.01229 r5 1 11084 5321.24120 2.08 0.0376 2584890000 0.05098 r6 1 -8655.85886 9676.60687 -0.89 0.3713 2210071916 -0.02005 yrsdegr 1 1123.79638 135.16161 8.31 <.0001 40592168689 0.20291 rank1 1 11132 3673.95061 3.03 0.0025 72044905864 0.11411 adm 1 22517 2994.12266 7.52 <.0001 60283987121 0.18944 dpts 1 6554.28740 5177.41924 1.27 0.2059 4563793418 0.05805 yrsfull 1 -2701.83355 311.00986 -8.69 <.0001 1.759449E11 -0.33526 D1 1 -21328 10804 -1.97 0.0488 5515812192 -0.07112 D2 1 -24899 12463 -2.00 0.0461 2680056433 -0.06047 D3 1 -14853 12746 -1.17 0.2443 2554716968 -0.03441 D4 1 -32833 12817 -2.56 0.0106 5510170722 -0.07607 D5 1 -30642 11544 -2.65 0.0081 10758964859 -0.08668 D6 1 -39292 18901 -2.08 0.0380 2966987163 -0.05008 D7 1 134781 14102 9.56 <.0001 1.196715E11 0.26175 D8 1 137231 14886 9.22 <.0001 1.161855E11 0.24689 D9 1 59698 11652 5.12 <.0001 60720981655 0.16887 D10 1 -5793.90448 17150 -0.34 0.7356 449931429 -0.00852 D11 1 -19467 13718 -1.42 0.1563 471691900 -0.04039 D12 1 -34356 13147 -2.61 0.0092 5076648847 -0.07556 D13 1 -21923 12390 -1.77 0.0773 3727315678 -0.05557 D14 1 -3995.45306 10037 -0.40 0.6907 42565907 -0.01750 D15 1 9545.38020 10420 0.92 0.3600 4637716744 0.03595 D16 1 24226 14905 1.63 0.1045 3054240875 0.04359 D17 1 8569.68606 14117 0.61 0.5440 1129070975 0.01664 D18 1 17247 9983.79412 1.73 0.0845 18717422811 0.07652 D19 1 18432 12696 1.45 0.1470 7486881864 0.04270 D20 1 21933 10492 2.09 0.0369 22221377785 0.08112 D21 1 26614 13500 1.97 0.0491 10981086512 0.05522 D22 1 21892 9788.68461 2.24 0.0256 49131538347 0.10846 D23 1 12901 15740 0.82 0.4127 4611697677 0.02120 D24 1 -47930 10328 -4.64 <.0001 29732644126 -0.19590 D25 1 -45841 12794 -3.58 0.0004 12159509642 -0.11620 D26 1 -25733 17044 -1.51 0.1315 360377216 -0.03785 D27 1 -28149 18906 -1.49 0.1370 377463956 -0.03588 D28 1 -41657 15075 -2.76 0.0059 4886251508 -0.07495 D29 1 -60279 15705 -3.84 0.0001 17882940430 -0.10845 D30 1 -64454 19015 -3.39 0.0007 9490300505 -0.08215 D31 1 -36415 22424 -1.62 0.1048 912638385 -0.03792 D32 1 -21901 17002 -1.29 0.1981 187354083 -0.03221 D33 1 -31495 17716 -1.78 0.0759 3957377082 -0.04632 D35 1 45649 11010 4.15 <.0001 79230907695 0.17796 D36 1 -38858 12459 -3.12 0.0019 5887190925 -0.09436 D37 1 -17882 13540 -1.32 0.1870 207085504 -0.03710 D38 1 -27500 9839.51299 -2.79 0.0053 11951727609 -0.13217 D39 1 -42380 17107 -2.48 0.0135 3093148309 -0.06233 D40 1 -10046 10385 -0.97 0.3337 42011821 -0.03851 D41 1 779.91566 31264 0.02 0.9801 320453850 0.00057461 D42 1 -24960 15689 -1.59 0.1121 933235967 -0.04102 D43 1 -15590 14779 -1.05 0.2918 142898308 -0.02805 D44 1 -25437 19010 -1.34 0.1813 824582668 -0.03242 D45 1 -7361.06609 14154 -0.52 0.6032 146569218 -0.01430 D47 1 44014 12754 3.45 0.0006 30008164712 0.10198 D48 1 19265 10904 1.77 0.0777 23951499457 0.06424 D49 1 -34532 14860 -2.32 0.0204 1681194312 -0.06213 D50 1 4516.27307 13099 0.34 0.7304 4079591485 0.00993 D51 1 -30568 11151 -2.74 0.0063 3170528884 -0.09454 D52 1 -11608 12701 -0.91 0.3611 197899033 -0.02689 D53 1 -6437.92321 22505 -0.29 0.7749 174881382 -0.00670 D54 1 -29387 11465 -2.56 0.0106 2504769245 -0.08580 D55 1 -22418 19255 -1.16 0.2447 178396249 -0.02857 D56 1 -6442.93849 15751 -0.41 0.6826 323854242 -0.01059 D57 1 -9710.95553 13566 -0.72 0.4743 317376270 -0.02015 D58 1 -18425 17713 -1.04 0.2986 5317736 -0.02710 D59 1 -21579 15695 -1.37 0.1696 212598596 -0.03546 D60 1 -16141 14049 -1.15 0.2510 9517345 -0.03135 D61 1 -30024 30525 -0.98 0.3257 194902436 -0.02212 D62 1 5010.01504 13096 0.38 0.7022 3943491015 0.01102 D63 1 10011 13068 0.77 0.4439 7463009818 0.02202 D64 1 -9913.46781 30338 -0.33 0.7439 77831047 -0.00730 D65 1 -44503 17305 -2.57 0.0103 2156395403 -0.06546 D66 1 -37555 17097 -2.20 0.0284 1635762011 -0.05524 D67 1 -17302 13553 -1.28 0.2021 3411428 -0.03590 D68 1 -29483 18943 -1.56 0.1201 373741566 -0.03758 D69 1 -17032 12691 -1.34 0.1800 846727 -0.03946 D70 1 -71102 30425 -2.34 0.0197 3065306739 -0.05239 D71 1 -43878 30825 -1.42 0.1550 777788033 -0.03233 D72 1 -20400 30820 -0.66 0.5082 6026160 -0.01503 D73 1 408.77724 13619 0.03 0.9761 2729656023 0.00084816 D74 1 8158.89493 30664 0.27 0.7903 865195621 0.00601 D75 1 -21516 14101 -1.53 0.1275 14629921 -0.04178 D76 1 -34047 11682 -2.91 0.0037 3305667588 -0.09940 D77 1 22854 16964 1.35 0.1783 6336084048 0.03361 D78 1 -27229 19129 -1.42 0.1550 117374176 -0.03470 D79 1 -14401 13501 -1.07 0.2865 139868966 -0.02988 D80 1 -43436 12926 -3.36 0.0008 9461223812 -0.10548
Sex interacting with rank at first hire The REG Procedure Model: MODEL4 Dependent Variable: actual Number of Observations Read 811 Number of Observations Used 811 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 1.239801E12 13624184137 16.32 <.0001 Error 719 6.001499E11 834700889 Corrected Total 810 1.839951E12 Root MSE 28891 R-Square 0.6738 Dependent Mean 148624 Adj R-Sq 0.6325 Coeff Var 19.43911 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 116021 12608 9.20 <.0001 1.791426E13 0 sexrnk1 1 -9563.27220 5115.73824 -1.87 0.0620 18667890541 -0.10009 phd 1 -800.90434 5501.47901 -0.15 0.8843 9056353203 -0.00493 sex 1 8111.40379 4110.20341 1.97 0.0488 1.079466E11 0.07377 r1 1 28036 29659 0.95 0.3448 9651365785 0.02066 r2 1 -2023.12798 3265.08773 -0.62 0.5357 6646976205 -0.01476 r3 1 -3963.01997 6110.43134 -0.65 0.5168 172067512 -0.01519 r5 1 11446 5315.40223 2.15 0.0316 3994291227 0.05265 r6 1 -9164.19065 9662.60842 -0.95 0.3432 2911004102 -0.02123 yrsdegr 1 1120.59046 134.91183 8.31 <.0001 19256092339 0.20233 rank1 1 18436 5314.44033 3.47 0.0006 3877927931 0.18897 adm 1 22493 2986.84319 7.53 <.0001 1.006969E11 0.18924 dpts 1 10525 3001.24757 3.51 0.0005 34888400981 0.09322 yrsfull 1 -2702.48351 310.36413 -8.71 <.0001 1.778357E11 -0.33534 D1 1 -20170 10793 -1.87 0.0621 4874512664 -0.06725 D2 1 -26203 12459 -2.10 0.0358 3946132500 -0.06363 D3 1 -14342 12724 -1.13 0.2601 2633485821 -0.03323 D4 1 -31169 12809 -2.43 0.0152 4690217963 -0.07222 D5 1 -29684 11531 -2.57 0.0102 10122672063 -0.08397 D6 1 -39670 18866 -2.10 0.0358 3293995992 -0.05056 D7 1 135348 14053 9.63 <.0001 1.191488E11 0.26285 D8 1 136284 14865 9.17 <.0001 1.128305E11 0.24519 D9 1 60263 11604 5.19 <.0001 60100093564 0.17047 D10 1 -7398.51252 17138 -0.43 0.6661 233585549 -0.01088 D11 1 -17700 13672 -1.29 0.1959 407688278 -0.03672 D12 1 -33077 13120 -2.52 0.0119 4932640251 -0.07275 D13 1 -20500 12370 -1.66 0.0979 3508667264 -0.05196 D14 1 -3534.29977 10019 -0.35 0.7244 30347518 -0.01548 D15 1 9955.11413 10403 0.96 0.3389 4535085977 0.03749 D16 1 24364 14877 1.64 0.1019 2926895765 0.04383 D17 1 9185.34100 14076 0.65 0.5143 1087713977 0.01784 D18 1 17619 9966.22651 1.77 0.0775 18314014451 0.07817 D19 1 19489 12684 1.54 0.1248 7709749445 0.04515 D20 1 22814 10477 2.18 0.0298 22474498245 0.08437 D21 1 27935 13480 2.07 0.0386 11314885533 0.05796 D22 1 22336 9772.54123 2.29 0.0226 48523161827 0.11066 D23 1 13756 15718 0.88 0.3818 4691512289 0.02261 D24 1 -46993 10320 -4.55 <.0001 29241657758 -0.19207 D25 1 -45283 12770 -3.55 0.0004 12305799397 -0.11479 D26 1 -22971 17028 -1.35 0.1778 237935255 -0.03379 D27 1 -27411 18852 -1.45 0.1464 375363180 -0.03494 D28 1 -41412 15047 -2.75 0.0061 5004920492 -0.07451 D29 1 -58809 15674 -3.75 0.0002 17514960228 -0.10580 D30 1 -64510 18977 -3.40 0.0007 9696390126 -0.08222 D31 1 -33065 22428 -1.47 0.1408 703106094 -0.03443 D32 1 -22728 16971 -1.34 0.1809 257219873 -0.03343 D33 1 -31463 17682 -1.78 0.0756 4126168728 -0.04628 D35 1 46633 11005 4.24 <.0001 79900392144 0.18180 D36 1 -37589 12426 -3.03 0.0026 5436393621 -0.09128 D37 1 -16888 13524 -1.25 0.2121 176475720 -0.03504 D38 1 -26954 9824.18234 -2.74 0.0062 12092692438 -0.12955 D39 1 -43442 17080 -2.54 0.0112 3484847749 -0.06390 D40 1 -9703.92249 10357 -0.94 0.3491 25428465 -0.03720 D41 1 3341.14779 31190 0.11 0.9147 386265206 0.00246 D42 1 -24054 15645 -1.54 0.1246 882045183 -0.03953 D43 1 -15582 14748 -1.06 0.2911 185000685 -0.02803 D44 1 -23890 18982 -1.26 0.2086 731960787 -0.03045 D45 1 -6911.64474 14118 -0.49 0.6246 135015858 -0.01342 D47 1 44167 12728 3.47 0.0006 29391906387 0.10233 D48 1 20511 10899 1.88 0.0602 24824152193 0.06839 D49 1 -32684 14869 -2.20 0.0283 1417825016 -0.05880 D50 1 5784.48289 13078 0.44 0.6584 4359715973 0.01272 D51 1 -30031 11125 -2.70 0.0071 3170946137 -0.09288 D52 1 -11952 12675 -0.94 0.3460 119502530 -0.02769 D53 1 -6518.36688 22458 -0.29 0.7717 150014618 -0.00679 D54 1 -28417 11441 -2.48 0.0132 2334217327 -0.08297 D55 1 -23200 19221 -1.21 0.2278 253720728 -0.02957 D56 1 -4842.73232 15742 -0.31 0.7585 424288403 -0.00796 D57 1 -8870.21241 13545 -0.65 0.5128 353924801 -0.01840 D58 1 -18504 17679 -1.05 0.2956 10417794 -0.02722 D59 1 -20369 15676 -1.30 0.1942 164136078 -0.03347 D60 1 -14698 14021 -1.05 0.2949 26299 -0.02854 D61 1 -24260 30559 -0.79 0.4275 60892108 -0.01787 D62 1 5104.41720 13070 0.39 0.6962 3798162906 0.01123 D63 1 9678.81533 13045 0.74 0.4584 7072215336 0.02129 D64 1 -8564.55135 30289 -0.28 0.7774 93713412 -0.00631 D65 1 -44385 17190 -2.58 0.0100 2235902302 -0.06528 D66 1 -36145 17084 -2.12 0.0347 1495983658 -0.05316 D67 1 -15640 13555 -1.15 0.2489 27284691 -0.03245 D68 1 -31403 18908 -1.66 0.0972 536607905 -0.04002 D69 1 -15773 12682 -1.24 0.2140 13300630 -0.03654 D70 1 -72031 30371 -2.37 0.0180 3197966360 -0.05307 D71 1 -45190 30774 -1.47 0.1424 868699720 -0.03329 D72 1 -16814 30625 -0.55 0.5832 248018 -0.01239 D73 1 480.29213 13579 0.04 0.9718 2666366454 0.00099654 D74 1 9959.22354 30541 0.33 0.7445 962906548 0.00734 D75 1 -22318 14082 -1.58 0.1134 51687656 -0.04334 D76 1 -33595 11641 -2.89 0.0040 3305564552 -0.09809 D77 1 23697 16939 1.40 0.1623 6478865340 0.03485 D78 1 -26286 19069 -1.38 0.1685 103391308 -0.03350 D79 1 -14436 13474 -1.07 0.2844 105665488 -0.02995 D80 1 -42204 12912 -3.27 0.0011 8918116540 -0.10249
Sex interacting with years to full professor The REG Procedure Model: MODEL5 Dependent Variable: actual Number of Observations Read 811 Number of Observations Used 811 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 91 1.23991E12 13625386792 16.33 <.0001 Error 719 6.000405E11 834548675 Corrected Total 810 1.839951E12 Root MSE 28889 R-Square 0.6739 Dependent Mean 148624 Adj R-Sq 0.6326 Coeff Var 19.43734 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 116147 12578 9.23 <.0001 1.791426E13 0 sexyrsfu 1 -800.89452 420.57109 -1.90 0.0573 63343954723 -0.10371 phd 1 -1195.33322 5491.00700 -0.22 0.8277 10369947601 -0.00736 sex 1 9239.18445 4519.56216 2.04 0.0413 1.837327E11 0.08403 r1 1 28459 29670 0.96 0.3378 9610527400 0.02097 r2 1 -2189.83152 3265.11465 -0.67 0.5026 3444440857 -0.01598 r3 1 -3710.43164 6103.56247 -0.61 0.5434 372624486 -0.01422 r5 1 11249 5311.62782 2.12 0.0345 3329767701 0.05174 r6 1 -9608.01642 9673.95207 -0.99 0.3210 4091008358 -0.02226 yrsdegr 1 1115.74929 134.94853 8.27 <.0001 16541080178 0.20146 rank1 1 11169 3664.79154 3.05 0.0024 1004922307 0.11448 adm 1 22646 2985.76823 7.58 <.0001 1.108792E11 0.19053 dpts 1 10442 2999.20054 3.48 0.0005 35019709388 0.09249 yrsfull 1 -2099.05663 445.49851 -4.71 <.0001 52270921482 -0.26046 D1 1 -20784 10782 -1.93 0.0543 5105857124 -0.06930 D2 1 -25829 12448 -2.07 0.0383 3231989249 -0.06272 D3 1 -14611 12721 -1.15 0.2511 2543527440 -0.03385 D4 1 -32223 12789 -2.52 0.0120 5162049447 -0.07466 D5 1 -29708 11529 -2.58 0.0102 9682623739 -0.08403 D6 1 -41015 18891 -2.17 0.0302 3493564555 -0.05228 D7 1 134938 14054 9.60 <.0001 1.194718E11 0.26206 D8 1 136063 14867 9.15 <.0001 1.136802E11 0.24479 D9 1 59952 11605 5.17 <.0001 60599100063 0.16959 D10 1 -9440.10226 17252 -0.55 0.5844 168697530 -0.01388 D11 1 -18602 13661 -1.36 0.1737 459252681 -0.03860 D12 1 -33226 13116 -2.53 0.0115 4806992601 -0.07308 D13 1 -20884 12362 -1.69 0.0916 3512447695 -0.05294 D14 1 -3825.28801 10016 -0.38 0.7026 41359407 -0.01676 D15 1 9611.35546 10400 0.92 0.3557 4617724748 0.03620 D16 1 23805 14875 1.60 0.1100 2906130456 0.04283 D17 1 8823.22228 14076 0.63 0.5310 1116050902 0.01714 D18 1 17156 9964.17252 1.72 0.0855 18348046184 0.07612 D19 1 19471 12682 1.54 0.1251 7918098311 0.04511 D20 1 22486 10472 2.15 0.0321 22673161375 0.08316 D21 1 26796 13468 1.99 0.0470 10932714838 0.05560 D22 1 21879 9769.28577 2.24 0.0254 48534792603 0.10839 D23 1 13374 15711 0.85 0.3949 4705960997 0.02198 D24 1 -47650 10309 -4.62 <.0001 29403397658 -0.19476 D25 1 -45726 12767 -3.58 0.0004 12167194960 -0.11591 D26 1 -24327 16995 -1.43 0.1528 287743649 -0.03578 D27 1 -27479 18851 -1.46 0.1454 349543070 -0.03502 D28 1 -41524 15045 -2.76 0.0059 4841125310 -0.07471 D29 1 -59454 15665 -3.80 0.0002 17486558285 -0.10696 D30 1 -64951 18976 -3.42 0.0007 9653833378 -0.08278 D31 1 -32522 22445 -1.45 0.1478 658117069 -0.03386 D32 1 -21945 16967 -1.29 0.1963 184266944 -0.03228 D33 1 -32846 17692 -1.86 0.0638 4236899493 -0.04831 D35 1 46273 10995 4.21 <.0001 80471709305 0.18039 D36 1 -37408 12427 -3.01 0.0027 5049815672 -0.09084 D37 1 -17455 13515 -1.29 0.1969 185316439 -0.03622 D38 1 -27478 9819.86626 -2.80 0.0053 12159463359 -0.13207 D39 1 -43275 17076 -2.53 0.0115 3263392414 -0.06365 D40 1 -10273 10361 -0.99 0.3218 26116010 -0.03938 D41 1 3690.24478 31200 0.12 0.9059 403722914 0.00272 D42 1 -24770 15644 -1.58 0.1138 906133330 -0.04071 D43 1 -15075 14746 -1.02 0.3070 113032949 -0.02712 D44 1 -24455 18972 -1.29 0.1978 740462503 -0.03117 D45 1 -7304.87901 14118 -0.52 0.6050 149911607 -0.01419 D47 1 43727 12729 3.44 0.0006 29527695498 0.10131 D48 1 20054 10887 1.84 0.0659 24834594436 0.06687 D49 1 -33380 14845 -2.25 0.0248 1473857591 -0.06005 D50 1 4992.16777 13067 0.38 0.7025 4236862764 0.01098 D51 1 -30217 11123 -2.72 0.0068 2966761573 -0.09346 D52 1 -12488 12685 -0.98 0.3252 134059191 -0.02893 D53 1 -9819.12395 22546 -0.44 0.6633 78112904 -0.01022 D54 1 -28338 11441 -2.48 0.0135 2086969357 -0.08274 D55 1 -23495 19222 -1.22 0.2220 228191819 -0.02994 D56 1 -5391.15224 15728 -0.34 0.7319 418165136 -0.00886 D57 1 -9134.86329 13541 -0.67 0.5001 397320429 -0.01895 D58 1 -21823 17778 -1.23 0.2200 63851353 -0.03210 D59 1 -21410 15664 -1.37 0.1721 194268663 -0.03518 D60 1 -15110 14013 -1.08 0.2813 27243 -0.02934 D61 1 -23947 30566 -0.78 0.4336 55237434 -0.01764 D62 1 4901.99155 13067 0.38 0.7077 3960432664 0.01078 D63 1 8947.88959 13057 0.69 0.4934 7091406582 0.01968 D64 1 -7985.33171 30295 -0.26 0.7922 115240896 -0.00588 D65 1 -44314 17190 -2.58 0.0101 2133413298 -0.06518 D66 1 -36402 17076 -2.13 0.0334 1461080919 -0.05354 D67 1 -15774 13548 -1.16 0.2447 38872213 -0.03273 D68 1 -32357 18930 -1.71 0.0878 529058261 -0.04124 D69 1 -17060 12666 -1.35 0.1784 3205555 -0.03953 D70 1 -72827 30376 -2.40 0.0168 3196626608 -0.05366 D71 1 -44255 30765 -1.44 0.1507 775825179 -0.03261 D72 1 -17362 30619 -0.57 0.5709 279923 -0.01279 D73 1 -321.75679 13572 -0.02 0.9811 2638878862 -0.00066760 D74 1 10364 30553 0.34 0.7345 990934763 0.00764 D75 1 -22532 14085 -1.60 0.1101 26609927 -0.04376 D76 1 -34505 11621 -2.97 0.0031 3376669513 -0.10074 D77 1 23086 16930 1.36 0.1731 6507839369 0.03395 D78 1 -28928 19114 -1.51 0.1306 172464606 -0.03687 D79 1 -14851 13477 -1.10 0.2708 124111933 -0.03081 D80 1 -43781 12902 -3.39 0.0007 9610562516 -0.10632