2010-11 Faculty Equity Regression Model
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 831 Number of Observations Used 831 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 88 1.001876E12 11384950060 18.68 <.0001 Error 742 4.521112E11 609314300 Corrected Total 830 1.453987E12 Root MSE 24684 R-Square 0.6891 Dependent Mean 132234 Adj R-Sq 0.6522 Coeff Var 18.66718 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 90412 11975 7.55 <.0001 1.453065E13 0 yrsdegr 1 763.72120 253.00216 3.02 0.0026 20037914015 0.15666 ADM 1 24469 2313.67657 10.58 <.0001 1.766014E11 0.23999 DPTS 1 5113.96437 791.05207 6.46 <.0001 44775770920 0.16267 rank1 1 5492.97960 3079.26043 1.78 0.0749 68338274691 0.06494 phd 1 11085 5844.02650 1.90 0.0582 76761886385 0.06532 yrsfull 1 -1976.75720 249.80877 -7.91 <.0001 1.112527E11 -0.29592 r1 1 -2425.56587 19383 -0.13 0.9004 1255214 -0.00284 r2 1 -4815.27449 2923.54502 -1.65 0.1000 244111051 -0.03646 r3 1 573.28510 6114.90581 0.09 0.9253 96914018 0.00215 r5 1 9725.05182 5261.88538 1.85 0.0650 4823612426 0.04122 sex 1 -2147.04881 7540.38876 -0.28 0.7759 17040341102 -0.02075 sexyrsd 1 207.24983 277.60331 0.75 0.4556 58426774 0.06757 D1 1 -12613 9034.74255 -1.40 0.1631 6999773991 -0.04733 D2 1 -19523 10181 -1.92 0.0556 5942214548 -0.05568 D3 1 -9680.00667 11421 -0.85 0.3970 3030249132 -0.02260 D4 1 -10173 12601 -0.81 0.4198 1304570714 -0.02059 D5 1 -16397 9034.40271 -1.81 0.0699 12403882109 -0.06008 D6 1 -14240 10950 -1.30 0.1938 3762419945 -0.03524 D7 1 114598 10699 10.71 <.0001 99716508912 0.29872 D8 1 100374 12456 8.06 <.0001 48736644426 0.20316 D9 1 32041 9637.10100 3.32 0.0009 10135809254 0.10198 D10 1 6640.45323 14327 0.46 0.6431 131851607 0.01099 D11 1 -2985.01817 10812 -0.28 0.7826 230574888 -0.00778 D12 1 -11988 11045 -1.09 0.2781 2409628119 -0.02966 D13 1 -96.79882 10707 -0.01 0.9928 337001568 -0.00026448 D14 1 6683.51250 8260.43320 0.81 0.4187 31563926 0.03379 D15 1 24149 8777.38296 2.75 0.0061 7880501021 0.09668 D16 1 9944.26287 25820 0.39 0.7002 348846 0.00824 D17 1 42628 13215 3.23 0.0013 7414057717 0.07881 D18 1 22479 8909.47285 2.52 0.0118 6097238425 0.09000 D19 1 17996 10373 1.73 0.0832 2341211685 0.04917 D20 1 12727 8466.19077 1.50 0.1332 2065734564 0.05942 D21 1 24775 9617.64259 2.58 0.0102 7652656734 0.08139 D22 1 17350 8249.04795 2.10 0.0358 11692840846 0.10135 D23 1 7129.10742 12486 0.57 0.5682 297963175 0.01443 D24 1 -23382 9242.75865 -2.53 0.0116 5540145230 -0.09170 D25 1 -17201 10609 -1.62 0.1054 112048068 -0.05292 D26 1 -17401 13496 -1.29 0.1977 1375996377 -0.03217 D27 1 -22881 14305 -1.60 0.1101 2565388233 -0.03786 D28 1 -25919 11389 -2.28 0.0231 2699345348 -0.06413 D29 1 -27850 13787 -2.02 0.0437 1067450468 -0.05637 D30 1 -35740 15047 -2.38 0.0178 2927023054 -0.05914 D31 1 -8001.60087 14401 -0.56 0.5786 164410928 -0.01324 D33 1 -32837 16284 -2.02 0.0441 4129871534 -0.04708 D34 1 -4447.11737 12279 -0.36 0.7173 515074 -0.00972 D36 1 64096 8536.93821 7.51 <.0001 1.189936E11 0.29039 D37 1 -20651 10428 -1.98 0.0480 3542298340 -0.05643 D38 1 -2303.31242 12428 -0.19 0.8530 2020085 -0.00466 D39 1 -15457 8435.10371 -1.83 0.0673 7088241808 -0.07216 D40 1 -30363 16040 -1.89 0.0588 2848974394 -0.04353 D41 1 3625.76817 8786.12654 0.41 0.6800 505148698 0.01481 D42 1 -24364 26566 -0.92 0.3594 523493944 -0.02019 D43 1 3216.17494 18951 0.17 0.8653 15778778 0.00377 D44 1 20617 11832 1.74 0.0818 3245734690 0.04505 D45 1 -22120 13300 -1.66 0.0967 2436979189 -0.04090 D46 1 -1478.35691 11343 -0.13 0.8963 5065271 -0.00345 D47 1 28660 9606.68630 2.98 0.0029 14067480859 0.09415 D48 1 22643 8732.68905 2.59 0.0097 18506410877 0.09424 D49 1 -17966 14321 -1.25 0.2100 587594416 -0.02973 D50 1 12073 11477 1.05 0.2932 2651916245 0.02818 D51 1 -14032 9472.53198 -1.48 0.1389 935546409 -0.04749 D52 1 6029.14593 13274 0.45 0.6498 783500345 0.01115 D53 1 -15892 9317.17700 -1.71 0.0885 1521120173 -0.05531 D54 1 -20043 14385 -1.39 0.1639 922522317 -0.03316 D56 1 2251.75988 16025 0.14 0.8883 135481080 0.00323 D57 1 3190.87245 11916 0.27 0.7889 672002285 0.00697 D58 1 -17927 16309 -1.10 0.2720 606233300 -0.02570 D59 1 -12990 13246 -0.98 0.3271 307022104 -0.02402 D60 1 5954.98005 11813 0.50 0.6143 824830320 0.01301 D61 1 349.80219 11985 0.03 0.9767 292101009 0.00076428 D62 1 28585 11403 2.51 0.0124 9559961085 0.06673 D63 1 -15599 13270 -1.18 0.2402 401592801 -0.02884 D64 1 -42486 19212 -2.21 0.0273 2099977026 -0.04977 D65 1 -21494 11370 -1.89 0.0591 1845214914 -0.05018 D66 1 -20179 11874 -1.70 0.0897 1527073585 -0.04409 D67 1 -23855 25985 -0.92 0.3589 279820519 -0.01977 D68 1 11746 10199 1.15 0.2498 3595714405 0.03350 D69 1 -51775 25802 -2.01 0.0452 2106041635 -0.04291 D71 1 9157.50304 16169 0.57 0.5713 825706073 0.01313 D72 1 -15446 12532 -1.23 0.2181 369368603 -0.03126 D73 1 6108.71687 11427 0.53 0.5931 1422278221 0.01426 D74 1 -40327 19199 -2.10 0.0360 1967970570 -0.04724 D75 1 6337.52680 25869 0.24 0.8065 198654969 0.00525 D76 1 -12167 8516.62471 -1.43 0.1535 1219883829 -0.05426 D77 1 30641 13172 2.33 0.0203 6450043782 0.05665 D78 1 -9980.65470 18980 -0.53 0.5991 578635 -0.01169 D79 1 5429.03331 13266 0.41 0.6825 1234035362 0.01004 D80 1 -25093 10439 -2.40 0.0165 3520581436 -0.08492
Sex interacting with administrator flag The REG Procedure Model: MODEL2 Dependent Variable: actual Number of Observations Read 831 Number of Observations Used 831 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 88 1.004001E12 11409105574 18.81 <.0001 Error 742 4.499855E11 606449495 Corrected Total 830 1.453987E12 Root MSE 24626 R-Square 0.6905 Dependent Mean 132234 Adj R-Sq 0.6538 Coeff Var 18.62324 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 87329 10399 8.40 <.0001 1.453065E13 0 yrsdegr 1 931.17414 112.79130 8.26 <.0001 20037914015 0.19101 ADM 1 15080 5196.77717 2.90 0.0038 1.766014E11 0.14790 DPTS 1 5129.10421 789.07258 6.50 <.0001 44775770920 0.16315 rank1 1 5651.54527 3054.92205 1.85 0.0647 68338274691 0.06681 phd 1 11636 5834.01768 1.99 0.0465 76761886385 0.06857 yrsfull 1 -1993.50300 246.84339 -8.08 <.0001 1.112527E11 -0.29843 r1 1 -1604.71085 19264 -0.08 0.9336 1255214 -0.00188 r2 1 -4930.69437 2911.07928 -1.69 0.0907 244111051 -0.03734 r3 1 -79.99119 6109.83401 -0.01 0.9896 96914018 -0.00030013 r5 1 9662.09931 5249.20967 1.84 0.0661 4823612426 0.04095 sex 1 788.39023 2741.46039 0.29 0.7737 17040341102 0.00762 sexadm 1 11565 5735.92958 2.02 0.0441 2753657308 0.10522 D1 1 -12214 9003.52351 -1.36 0.1753 6946319002 -0.04583 D2 1 -18676 10150 -1.84 0.0662 5634858904 -0.05327 D3 1 -9296.06810 11393 -0.82 0.4148 2987408822 -0.02170 D4 1 -9353.82921 12573 -0.74 0.4571 1215112515 -0.01893 D5 1 -16281 9011.76701 -1.81 0.0712 12477556609 -0.05965 D6 1 -14207 10918 -1.30 0.1936 3838174527 -0.03515 D7 1 114125 10672 10.69 <.0001 98263204524 0.29749 D8 1 98981 12449 7.95 <.0001 47662355420 0.20034 D9 1 32851 9606.96018 3.42 0.0007 10411028890 0.10456 D10 1 7853.37360 14302 0.55 0.5831 155812544 0.01299 D11 1 -4342.27777 10810 -0.40 0.6880 322734711 -0.01132 D12 1 -12696 11021 -1.15 0.2497 2537698449 -0.03142 D13 1 -23.78926 10674 -0.00 0.9982 355520731 -0.00006500 D14 1 7394.63042 8227.06773 0.90 0.3690 62903431 0.03739 D15 1 24320 8756.03120 2.78 0.0056 7732100234 0.09737 D16 1 8381.23590 25772 0.33 0.7451 456688 0.00695 D17 1 42630 13174 3.24 0.0013 7414039719 0.07881 D18 1 23053 8884.30411 2.59 0.0097 6232278367 0.09230 D19 1 19185 10354 1.85 0.0643 2556323970 0.05242 D20 1 12867 8445.30860 1.52 0.1280 1992005673 0.06007 D21 1 25488 9593.52682 2.66 0.0081 7892255277 0.08373 D22 1 17488 8219.46006 2.13 0.0337 11641990984 0.10216 D23 1 7868.48532 12434 0.63 0.5271 341430776 0.01593 D24 1 -23056 9221.61493 -2.50 0.0126 5549112239 -0.09042 D25 1 -16439 10573 -1.55 0.1204 76472281 -0.05058 D26 1 -15570 13333 -1.17 0.2433 1095650250 -0.02879 D27 1 -23935 14282 -1.68 0.0942 2751279853 -0.03960 D28 1 -25975 11354 -2.29 0.0224 2715541174 -0.06427 D29 1 -27142 13757 -1.97 0.0489 983768472 -0.05494 D30 1 -35048 15011 -2.33 0.0198 2828705357 -0.05799 D31 1 -8597.30096 14351 -0.60 0.5493 167707310 -0.01423 D33 1 -30716 16255 -1.89 0.0592 3837131479 -0.04404 D34 1 -4125.52990 12241 -0.34 0.7362 86125 -0.00901 D36 1 64663 8516.54506 7.59 <.0001 1.199433E11 0.29296 D37 1 -21303 10409 -2.05 0.0410 3847956719 -0.05821 D38 1 -2010.04321 12398 -0.16 0.8712 1834982 -0.00407 D39 1 -14948 8414.26885 -1.78 0.0761 6830580126 -0.06979 D40 1 -29950 15984 -1.87 0.0614 2761664853 -0.04294 D41 1 3266.26907 8764.56470 0.37 0.7095 417823766 0.01334 D42 1 -22685 26504 -0.86 0.3923 465831821 -0.01880 D43 1 3839.23446 18908 0.20 0.8392 19233083 0.00450 D44 1 22082 11827 1.87 0.0623 3544737826 0.04825 D45 1 -21453 13269 -1.62 0.1064 2336392227 -0.03966 D46 1 -1928.40822 11318 -0.17 0.8648 15054047 -0.00450 D47 1 29301 9569.86016 3.06 0.0023 14581569489 0.09626 D48 1 22671 8710.55330 2.60 0.0094 18320954647 0.09436 D49 1 -15626 14333 -1.09 0.2760 419833272 -0.02586 D50 1 13722 11441 1.20 0.2307 3103070852 0.03203 D51 1 -14363 9451.56779 -1.52 0.1290 1039600548 -0.04861 D52 1 5505.03757 13244 0.42 0.6778 701231388 0.01018 D53 1 -15645 9295.52837 -1.68 0.0928 1482721324 -0.05445 D54 1 -20288 14347 -1.41 0.1577 960989153 -0.03357 D56 1 2012.73571 15988 0.13 0.8999 120211827 0.00289 D57 1 2018.04979 11903 0.17 0.8654 511343359 0.00441 D58 1 -14159 16292 -0.87 0.3851 352807934 -0.02030 D59 1 -12893 13197 -0.98 0.3289 293423062 -0.02384 D60 1 6643.20467 11790 0.56 0.5733 875972744 0.01451 D61 1 186.83266 11957 0.02 0.9875 263751693 0.00040821 D62 1 30075 11381 2.64 0.0084 10362980246 0.07021 D63 1 -14930 13215 -1.13 0.2589 330100568 -0.02760 D64 1 -40044 19211 -2.08 0.0375 1820140608 -0.04691 D65 1 -21512 11339 -1.90 0.0582 1820899947 -0.05022 D66 1 -20437 11847 -1.73 0.0849 1573879780 -0.04465 D67 1 -25722 25942 -0.99 0.3218 344359605 -0.02132 D68 1 11829 10174 1.16 0.2453 3632140991 0.03374 D69 1 -53506 25753 -2.08 0.0381 2277248405 -0.04435 D71 1 9900.33533 16128 0.61 0.5395 904497068 0.01420 D72 1 -16401 12513 -1.31 0.1904 474128596 -0.03320 D73 1 6302.07474 11398 0.55 0.5805 1452306788 0.01471 D74 1 -36004 19249 -1.87 0.0618 1448733901 -0.04218 D75 1 5953.98795 25750 0.23 0.8172 203594477 0.00493 D76 1 -12433 8497.73035 -1.46 0.1439 1308421297 -0.05545 D77 1 29966 13146 2.28 0.0229 6184052857 0.05540 D78 1 -11693 18957 -0.62 0.5375 10363354 -0.01370 D79 1 7845.27372 13250 0.59 0.5540 1626472404 0.01450 D80 1 -25395 10411 -2.44 0.0150 3608213233 -0.08594
Sex interacting with number of departments The REG Procedure Model: MODEL3 Dependent Variable: actual Number of Observations Read 831 Number of Observations Used 831 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 88 1.001614E12 11381972344 18.67 <.0001 Error 742 4.523732E11 609667452 Corrected Total 830 1.453987E12 Root MSE 24691 R-Square 0.6889 Dependent Mean 132234 Adj R-Sq 0.6520 Coeff Var 18.67259 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 84950 10800 7.87 <.0001 1.453065E13 0 yrsdegr 1 932.00591 113.10424 8.24 <.0001 20037914015 0.19118 ADM 1 24475 2314.45391 10.57 <.0001 1.766014E11 0.24006 DPTS 1 5588.72979 1585.06141 3.53 0.0004 44775770920 0.17777 rank1 1 5729.47390 3062.79698 1.87 0.0618 68338274691 0.06773 phd 1 11039 5855.30115 1.89 0.0598 76761886385 0.06505 yrsfull 1 -2003.01670 247.45713 -8.09 <.0001 1.112527E11 -0.29985 r1 1 -1098.65845 19314 -0.06 0.9547 1255214 -0.00129 r2 1 -4887.28784 2924.14710 -1.67 0.0951 244111051 -0.03701 r3 1 668.23290 6119.02684 0.11 0.9131 96914018 0.00251 r5 1 9722.89245 5265.84329 1.85 0.0652 4823612426 0.04121 sex 1 4551.66235 4601.62112 0.99 0.3229 17040341102 0.04399 sexdpts 1 -622.32777 1744.68074 -0.36 0.7214 1514432558 -0.02160 D1 1 -12193 9031.79755 -1.35 0.1774 7093820348 -0.04575 D2 1 -19329 10183 -1.90 0.0581 5486661240 -0.05513 D3 1 -9505.17872 11423 -0.83 0.4056 2980280464 -0.02219 D4 1 -9942.42797 12602 -0.79 0.4304 1279266893 -0.02012 D5 1 -16229 9036.74847 -1.80 0.0729 12468752410 -0.05946 D6 1 -13963 10947 -1.28 0.2025 3678955846 -0.03455 D7 1 114488 10700 10.70 <.0001 99101276773 0.29844 D8 1 100563 12456 8.07 <.0001 49176747218 0.20354 D9 1 32312 9631.12099 3.35 0.0008 10682411820 0.10284 D10 1 7182.80296 14377 0.50 0.6175 65927790 0.01188 D11 1 -2537.59919 10856 -0.23 0.8152 381204813 -0.00661 D12 1 -11524 11041 -1.04 0.2970 2406940808 -0.02852 D13 1 464.57311 10722 0.04 0.9655 430606030 0.00127 D14 1 7160.13953 8251.75689 0.87 0.3858 35153145 0.03620 D15 1 24236 8779.13417 2.76 0.0059 7984595771 0.09703 D16 1 10230 25832 0.40 0.6922 24720 0.00848 D17 1 43082 13208 3.26 0.0012 7543751244 0.07965 D18 1 22815 8910.46740 2.56 0.0106 6004912721 0.09135 D19 1 18259 10371 1.76 0.0787 2447289683 0.04989 D20 1 12877 8468.99845 1.52 0.1288 2029435994 0.06012 D21 1 25116 9621.71590 2.61 0.0092 7464849854 0.08251 D22 1 17915 8271.10630 2.17 0.0306 10587422438 0.10466 D23 1 7730.81442 12467 0.62 0.5354 335324705 0.01565 D24 1 -23300 9245.32400 -2.52 0.0119 5509179482 -0.09138 D25 1 -16775 10600 -1.58 0.1139 80802322 -0.05161 D26 1 -16294 13394 -1.22 0.2242 995765315 -0.03013 D27 1 -22798 14309 -1.59 0.1115 2578853840 -0.03772 D28 1 -25685 11388 -2.26 0.0244 2429391322 -0.06356 D29 1 -27298 13845 -1.97 0.0490 1177713633 -0.05525 D30 1 -35640 15052 -2.37 0.0181 2784625684 -0.05897 D31 1 -7681.24684 14412 -0.53 0.5942 86240124 -0.01271 D33 1 -32719 16306 -2.01 0.0452 3870832497 -0.04691 D34 1 -4135.76237 12274 -0.34 0.7362 1415635 -0.00904 D36 1 64407 8547.14826 7.54 <.0001 1.187341E11 0.29179 D37 1 -20518 10429 -1.97 0.0495 3563848095 -0.05606 D38 1 -2204.96725 12430 -0.18 0.8593 2535931 -0.00446 D39 1 -15303 8434.81187 -1.81 0.0700 7120312695 -0.07144 D40 1 -29797 16026 -1.86 0.0634 2744850985 -0.04272 D41 1 3984.43576 8788.80547 0.45 0.6504 548584213 0.01627 D42 1 -23925 26567 -0.90 0.3681 507553281 -0.01983 D43 1 3277.17704 18957 0.17 0.8628 14015190 0.00384 D44 1 20395 11848 1.72 0.0856 3116829719 0.04456 D45 1 -21834 13307 -1.64 0.1013 2431125334 -0.04037 D46 1 -1175.90328 11351 -0.10 0.9175 4846056 -0.00274 D47 1 29123 9596.07764 3.03 0.0025 14423165297 0.09567 D48 1 22830 8734.96211 2.61 0.0091 18488520614 0.09502 D49 1 -17761 14333 -1.24 0.2157 598579719 -0.02939 D50 1 12924 11491 1.12 0.2611 2833475618 0.03017 D51 1 -13824 9477.46231 -1.46 0.1451 928158887 -0.04678 D52 1 6074.11536 13282 0.46 0.6476 758988848 0.01123 D53 1 -15750 9323.28390 -1.69 0.0916 1536910120 -0.05481 D54 1 -19677 14382 -1.37 0.1717 894250028 -0.03256 D56 1 2390.36353 16034 0.15 0.8815 131412343 0.00343 D57 1 2898.07092 11952 0.24 0.8085 635088949 0.00633 D58 1 -17438 16306 -1.07 0.2852 544370322 -0.02500 D59 1 -12197 13251 -0.92 0.3576 259577328 -0.02255 D60 1 5708.03475 11813 0.48 0.6291 749526504 0.01247 D61 1 258.86302 11993 0.02 0.9828 275170704 0.00056559 D62 1 28942 11397 2.54 0.0113 9721653688 0.06756 D63 1 -14974 13250 -1.13 0.2588 347053975 -0.02768 D64 1 -43858 19428 -2.26 0.0243 2248337327 -0.05138 D65 1 -21229 11368 -1.87 0.0622 1816348132 -0.04956 D66 1 -19797 11897 -1.66 0.0965 1485165809 -0.04325 D67 1 -24973 26230 -0.95 0.3414 325377831 -0.02070 D68 1 11874 10201 1.16 0.2448 3569892194 0.03386 D69 1 -51979 25810 -2.01 0.0444 2148521971 -0.04308 D71 1 9769.97741 16196 0.60 0.5465 876026216 0.01401 D72 1 -15352 12535 -1.22 0.2211 380443093 -0.03107 D73 1 6378.76758 11432 0.56 0.5770 1443384539 0.01489 D74 1 -40065 19201 -2.09 0.0373 1957727544 -0.04693 D75 1 8501.24693 25875 0.33 0.7426 280825415 0.00705 D76 1 -12009 8522.75822 -1.41 0.1592 1219516597 -0.05355 D77 1 30734 13175 2.33 0.0199 6412915337 0.05682 D78 1 -9372.12619 19027 -0.49 0.6225 6583.15814 -0.01098 D79 1 6138.37294 13262 0.46 0.6436 1354141388 0.01135 D80 1 -25090 10455 -2.40 0.0166 3511395972 -0.08491
Sex interacting with rank at first hire The REG Procedure Model: MODEL4 Dependent Variable: actual Number of Observations Read 831 Number of Observations Used 831 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 88 1.006886E12 11441889741 18.99 <.0001 Error 742 4.471005E11 602561346 Corrected Total 830 1.453987E12 Root MSE 24547 R-Square 0.6925 Dependent Mean 132234 Adj R-Sq 0.6560 Coeff Var 18.56345 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 78179 10670 7.33 <.0001 1.453065E13 0 yrsdegr 1 931.86860 112.42697 8.29 <.0001 20037914015 0.19115 ADM 1 24645 2301.58942 10.71 <.0001 1.766014E11 0.24172 DPTS 1 4889.76642 789.51799 6.19 <.0001 44775770920 0.15553 rank1 1 17066 4870.76685 3.50 0.0005 68338274691 0.20175 phd 1 12160 5820.22094 2.09 0.0370 76761886385 0.07166 yrsfull 1 -2036.19402 246.26592 -8.27 <.0001 1.112527E11 -0.30482 r1 1 2733.72271 19245 0.14 0.8871 1255214 0.00320 r2 1 -4914.10887 2901.74151 -1.69 0.0908 244111051 -0.03721 r3 1 -879.42495 6101.16515 -0.14 0.8854 96914018 -0.00330 r5 1 10494 5237.36320 2.00 0.0455 4823612426 0.04448 sex 1 10992 3602.06747 3.05 0.0024 17040341102 0.10624 sexrnk1 1 -13668 4586.76654 -2.98 0.0030 14021973558 -0.16278 D1 1 -10922 8986.34681 -1.22 0.2246 6612131961 -0.04098 D2 1 -20496 10124 -2.02 0.0433 8138707435 -0.05846 D3 1 -9376.65492 11356 -0.83 0.4092 3527009095 -0.02189 D4 1 -4599.30056 12658 -0.36 0.7164 397723033 -0.00931 D5 1 -14180 9010.40285 -1.57 0.1160 10736506233 -0.05196 D6 1 -13312 10885 -1.22 0.2217 3968844380 -0.03294 D7 1 114688 10637 10.78 <.0001 96921660914 0.29896 D8 1 101114 12383 8.17 <.0001 48120285635 0.20466 D9 1 33049 9575.89066 3.45 0.0006 9837157363 0.10519 D10 1 7190.01024 14247 0.50 0.6139 88875714 0.01190 D11 1 49.33985 10795 0.00 0.9964 66388370 0.00012861 D12 1 -11380 10973 -1.04 0.3000 2714757815 -0.02816 D13 1 2375.48759 10663 0.22 0.8238 172997738 0.00649 D14 1 8187.92196 8207.70249 1.00 0.3188 60432885 0.04140 D15 1 24905 8730.69826 2.85 0.0045 7419711141 0.09971 D16 1 9501.68590 25677 0.37 0.7114 3403518 0.00788 D17 1 42395 13132 3.23 0.0013 6672125880 0.07838 D18 1 23565 8858.78607 2.66 0.0080 5842964645 0.09435 D19 1 19173 10315 1.86 0.0635 2294465951 0.05239 D20 1 14664 8440.79425 1.74 0.0828 2500556469 0.06846 D21 1 26125 9567.13856 2.73 0.0065 7641969816 0.08583 D22 1 18721 8200.31170 2.28 0.0227 11611990365 0.10937 D23 1 8892.14292 12400 0.72 0.4736 349677822 0.01800 D24 1 -21680 9207.58243 -2.35 0.0188 5113519547 -0.08503 D25 1 -16686 10537 -1.58 0.1137 211727764 -0.05134 D26 1 -13824 13308 -1.04 0.2993 961428854 -0.02556 D27 1 -21476 14232 -1.51 0.1317 2513365107 -0.03554 D28 1 -24896 11317 -2.20 0.0281 2815901487 -0.06160 D29 1 -24591 13750 -1.79 0.0741 712686276 -0.04977 D30 1 -35202 14961 -2.35 0.0189 3114940471 -0.05825 D31 1 -5041.00589 14311 -0.35 0.7248 69845315 -0.00834 D33 1 -32792 16183 -2.03 0.0431 4474559387 -0.04702 D34 1 -2371.32192 12215 -0.19 0.8461 5545672 -0.00518 D36 1 65190 8492.60087 7.68 <.0001 1.18607E11 0.29534 D37 1 -18809 10384 -1.81 0.0705 3247487253 -0.05139 D38 1 -1519.31702 12360 -0.12 0.9022 6872800 -0.00308 D39 1 -14688 8387.97029 -1.75 0.0803 7614923747 -0.06857 D40 1 -27823 15946 -1.74 0.0814 2540966963 -0.03989 D41 1 4823.70538 8737.25757 0.55 0.5811 501241208 0.01970 D42 1 -23011 26414 -0.87 0.3839 527273582 -0.01907 D43 1 3997.28246 18847 0.21 0.8321 9919908 0.00468 D44 1 21280 11769 1.81 0.0710 3000420485 0.04649 D45 1 -19731 13245 -1.49 0.1367 2150762352 -0.03648 D46 1 -504.36250 11281 -0.04 0.9644 11279577 -0.00118 D47 1 29012 9538.40831 3.04 0.0024 13067930463 0.09531 D48 1 24393 8699.46782 2.80 0.0052 19188171861 0.10153 D49 1 -15377 14267 -1.08 0.2815 449353671 -0.02544 D50 1 14583 11410 1.28 0.2016 3075240942 0.03404 D51 1 -12776 9426.36814 -1.36 0.1757 932060350 -0.04324 D52 1 9196.17472 13245 0.69 0.4877 1109949215 0.01700 D53 1 -14147 9282.61851 -1.52 0.1279 1281886692 -0.04923 D54 1 -17771 14313 -1.24 0.2148 760340605 -0.02940 D56 1 3631.20320 15942 0.23 0.8199 149870076 0.00521 D57 1 3848.08827 11852 0.32 0.7455 599699933 0.00841 D58 1 -17193 16177 -1.06 0.2882 623372801 -0.02465 D59 1 -11840 13155 -0.90 0.3684 296704352 -0.02189 D60 1 7729.58398 11763 0.66 0.5113 946463192 0.01689 D61 1 1668.40023 11926 0.14 0.8888 312359229 0.00365 D62 1 28178 11333 2.49 0.0131 8668199474 0.06578 D63 1 -13318 13184 -1.01 0.3127 280224656 -0.02462 D64 1 -35144 19273 -1.82 0.0686 1321305180 -0.04117 D65 1 -19521 11316 -1.73 0.0849 1580788192 -0.04557 D66 1 -17518 11837 -1.48 0.1393 1167759836 -0.03828 D67 1 -26567 25857 -1.03 0.3046 412760355 -0.02202 D68 1 12660 10145 1.25 0.2125 3642233328 0.03611 D69 1 -52861 25660 -2.06 0.0397 2292789204 -0.04381 D71 1 11129 16085 0.69 0.4892 948975135 0.01596 D72 1 -13844 12471 -1.11 0.2673 291939115 -0.02802 D73 1 7230.98636 11366 0.64 0.5248 1525820845 0.01688 D74 1 -36089 19131 -1.89 0.0596 1523337697 -0.04228 D75 1 3944.62567 25684 0.15 0.8780 132469677 0.00327 D76 1 -11222 8474.03749 -1.32 0.1858 1028484955 -0.05004 D77 1 32195 13107 2.46 0.0143 6982512956 0.05952 D78 1 -13542 18915 -0.72 0.4742 38813733 -0.01586 D79 1 4854.17927 13179 0.37 0.7127 1094532984 0.00897 D80 1 -24125 10385 -2.32 0.0204 3251785519 -0.08164
Sex interacting with years to full professor The REG Procedure Model: MODEL5 Dependent Variable: actual Number of Observations Read 831 Number of Observations Used 831 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 88 1.006071E12 11432624748 18.94 <.0001 Error 742 4.479158E11 603660159 Corrected Total 830 1.453987E12 Root MSE 24569 R-Square 0.6919 Dependent Mean 132234 Adj R-Sq 0.6554 Coeff Var 18.58037 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 80649 10535 7.66 <.0001 1.453065E13 0 yrsdegr 1 907.24078 112.91173 8.03 <.0001 20037914015 0.18610 ADM 1 24536 2303.05458 10.65 <.0001 1.766014E11 0.24066 DPTS 1 4889.75673 790.79835 6.18 <.0001 44775770920 0.15553 rank1 1 6262.68755 3053.61783 2.05 0.0406 68338274691 0.07404 phd 1 11274 5816.04450 1.94 0.0530 76761886385 0.06644 yrsfull 1 -1322.38881 349.62068 -3.78 0.0002 1.112527E11 -0.19796 r1 1 -441.54956 19220 -0.02 0.9817 1255214 -0.00051724 r2 1 -5177.69644 2905.54324 -1.78 0.0752 244111051 -0.03921 r3 1 -583.14150 6101.75195 -0.10 0.9239 96914018 -0.00219 r5 1 10383 5241.26303 1.98 0.0480 4823612426 0.04401 sex 1 11186 3827.26221 2.92 0.0036 17040341102 0.10811 sexyrsfu 1 -938.77386 342.50699 -2.74 0.0063 15676958165 -0.14126 D1 1 -12025 8983.24592 -1.34 0.1811 6772033826 -0.04512 D2 1 -20599 10137 -2.03 0.0425 7534575308 -0.05875 D3 1 -9782.03833 11367 -0.86 0.3897 3250627564 -0.02283 D4 1 -6751.70904 12595 -0.54 0.5921 537253717 -0.01367 D5 1 -15173 9000.07376 -1.69 0.0922 10684719150 -0.05559 D6 1 -14571 10895 -1.34 0.1815 4215329369 -0.03606 D7 1 113236 10656 10.63 <.0001 95009519623 0.29517 D8 1 100448 12394 8.10 <.0001 48387642781 0.20331 D9 1 32305 9581.97863 3.37 0.0008 9991588394 0.10282 D10 1 4919.36879 14275 0.34 0.7305 31026901 0.00814 D11 1 -2221.69332 10763 -0.21 0.8365 182977719 -0.00579 D12 1 -11231 10984 -1.02 0.3069 2257851131 -0.02779 D13 1 1466.23746 10658 0.14 0.8906 168719650 0.00401 D14 1 7288.62046 8206.89480 0.89 0.3748 63070203 0.03685 D15 1 24106 8735.90557 2.76 0.0059 7538071658 0.09651 D16 1 8489.53904 25706 0.33 0.7413 4445100 0.00704 D17 1 42156 13146 3.21 0.0014 6986810505 0.07794 D18 1 22468 8862.76978 2.54 0.0114 5673232878 0.08996 D19 1 18277 10320 1.77 0.0770 2311084173 0.04994 D20 1 13564 8430.16845 1.61 0.1080 2417071671 0.06332 D21 1 24732 9568.84160 2.58 0.0099 7214391751 0.08125 D22 1 17720 8200.10613 2.16 0.0310 11402661774 0.10352 D23 1 8062.66075 12406 0.65 0.5160 356740543 0.01632 D24 1 -24017 9202.92208 -2.61 0.0092 6215435582 -0.09419 D25 1 -18021 10556 -1.71 0.0882 240088613 -0.05545 D26 1 -15431 13302 -1.16 0.2464 1078667007 -0.02853 D27 1 -22320 14240 -1.57 0.1174 2509949516 -0.03693 D28 1 -25520 11325 -2.25 0.0245 2626046140 -0.06315 D29 1 -27479 13722 -2.00 0.0456 982053212 -0.05562 D30 1 -35547 14974 -2.37 0.0179 2904474123 -0.05882 D31 1 -5040.39448 14328 -0.35 0.7251 33402937 -0.00834 D33 1 -33044 16199 -2.04 0.0417 4336232595 -0.04738 D34 1 -3505.92684 12214 -0.29 0.7742 5008364 -0.00766 D36 1 64065 8494.83578 7.54 <.0001 1.173308E11 0.29024 D37 1 -19164 10390 -1.84 0.0655 3028883172 -0.05236 D38 1 -2551.67770 12370 -0.21 0.8366 9428215 -0.00516 D39 1 -15641 8394.07329 -1.86 0.0628 7718975983 -0.07302 D40 1 -28883 15950 -1.81 0.0706 2591331138 -0.04141 D41 1 3882.87064 8739.32313 0.44 0.6570 478867280 0.01586 D42 1 -24181 26436 -0.91 0.3606 547426977 -0.02004 D43 1 2971.01770 18863 0.16 0.8749 8165315 0.00348 D44 1 21004 11778 1.78 0.0749 3215114684 0.04589 D45 1 -21248 13239 -1.60 0.1089 2315223779 -0.03928 D46 1 -1283.46473 11288 -0.11 0.9095 9646841 -0.00300 D47 1 28518 9549.14116 2.99 0.0029 13457064664 0.09369 D48 1 22921 8690.52178 2.64 0.0085 18195501014 0.09540 D49 1 -16614 14263 -1.16 0.2444 498242705 -0.02749 D50 1 13120 11403 1.15 0.2503 2832714782 0.03063 D51 1 -13718 9427.47613 -1.46 0.1461 978668105 -0.04642 D52 1 8310.66262 13240 0.63 0.5304 1071139016 0.01536 D53 1 -14582 9285.01338 -1.57 0.1167 1165192174 -0.05075 D54 1 -18471 14318 -1.29 0.1974 757762995 -0.03056 D56 1 2747.91307 15951 0.17 0.8633 144443314 0.00394 D57 1 3383.84857 11861 0.29 0.7755 658422867 0.00739 D58 1 -16959 16191 -1.05 0.2953 527989824 -0.02432 D59 1 -13885 13175 -1.05 0.2923 409505949 -0.02567 D60 1 6525.56488 11758 0.55 0.5791 856440153 0.01426 D61 1 1313.26126 11934 0.11 0.9124 360135790 0.00287 D62 1 27829 11348 2.45 0.0144 8980242428 0.06496 D63 1 -13174 13201 -1.00 0.3186 212566999 -0.02436 D64 1 -35980 19279 -1.87 0.0624 1361591717 -0.04215 D65 1 -20610 11314 -1.82 0.0689 1651562501 -0.04811 D66 1 -17865 11845 -1.51 0.1319 1107141917 -0.03903 D67 1 -29500 25949 -1.14 0.2560 478562045 -0.02445 D68 1 11971 10151 1.18 0.2387 3709578072 0.03414 D69 1 -53996 25693 -2.10 0.0359 2309713486 -0.04475 D71 1 10106 16091 0.63 0.5302 930117532 0.01449 D72 1 -15246 12473 -1.22 0.2220 341633945 -0.03086 D73 1 6817.93674 11374 0.60 0.5491 1621953980 0.01592 D74 1 -36911 19136 -1.93 0.0541 1530328165 -0.04324 D75 1 4358.85184 25705 0.17 0.8654 169432713 0.00361 D76 1 -12269 8476.80701 -1.45 0.1482 1102512472 -0.05472 D77 1 31374 13112 2.39 0.0170 6933624160 0.05800 D78 1 -13705 18943 -0.72 0.4696 25544752 -0.01605 D79 1 4120.29489 13203 0.31 0.7551 1119578295 0.00762 D80 1 -25874 10389 -2.49 0.0130 3744236104 -0.08756