---------------------------------------------------------------------------------------------- name: log: C:/GitHub/ideology_specification/code/Log Files/02_Main_Regs.log log type: text opened on: 30 Aug 2025, 11:36:04 . clear matrix; . clear mata; . use "$workd/data/df.dta", clear; . *DESCRIPTIVE TABLE AT THE MODEL LEVEL; . tabulate topic_knowledge, sum(topic_brw); TOPIC_KNOWL | Summary of topic_brw (standardized) EDGE | Mean Std. dev. Freq. ------------+------------------------------------ High | .98677109 1.2708581 390 Low | -.73706552 .08243491 378 Mid | -.21903083 .16262347 485 ------------+------------------------------------ Total | 4.821e-09 .99999997 1,253 . tabulate statistics_skill, sum(stats_brw); STATISTICS_ | Summary of stats_brw (standardized) SKILL | Mean Std. dev. Freq. ------------+------------------------------------ High | 1.8153467 .57465209 178 Low | -1.1522399 .59817124 282 Mid | .0022698 .40825837 793 ------------+------------------------------------ Total | -2.474e-09 1 1,253 . tabulate model_score, sum(model_brw); | Summary of model_brw MODEL_SCORE | Mean Std. dev. Freq. ------------+------------------------------------ High | .59514352 .03268489 294 Low | .31438404 .03962311 417 Mid | .46895185 .04982655 542 ------------+------------------------------------ Total | .44712071 .11429906 1,253 . * TABLE S1 * > > summ ame neg10 pos10 negsig possig neg10s pos10s proindex p12 p34 p56 group1 group2 group3 > pbelief nmodel team_size > stats_brw topic_brw model_brw peer_mean zpeer_mean quality quality2 ; . summ ame neg10 pos10 negsig possig neg10s pos10s proindex p12 p34 p56 group1 group2 group3 > pbelief nmodel team_size > stats_brw topic_brw model_brw peer_mean zpeer_mean quality quality2 if index==1 ; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- ame | 134 -.0188496 .0971865 -.40887 .42193 neg10 | 134 .1492537 .3576755 0 1 pos10 | 134 .0522388 .2233432 0 1 negsig | 134 .2761194 .4487542 0 1 possig | 134 .2238806 .4184071 0 1 -------------+--------------------------------------------------------- neg10s | 134 .119403 .3254789 0 1 pos10s | 134 .0373134 .1902399 0 1 proindex | 134 2.422886 .9508947 1 3.666667 p12 | 134 .6318408 .3173319 .3333333 1 p34 | 134 .2636816 .2488894 0 .6666667 -------------+--------------------------------------------------------- p56 | 134 .1044776 .1552098 0 .3333333 group1 | 134 1 0 1 1 group2 | 134 0 0 0 0 group3 | 134 0 0 0 0 pbelief | 134 .7263682 .3266261 0 1 -------------+--------------------------------------------------------- nmodel | 134 18.83582 6.23499 2 24 team_size | 134 2.19403 .9846767 1 3 stats_brw | 134 -.3747827 1.25259 -3.135104 1.657985 topic_brw | 134 -.0740727 .5645725 -.7924486 .8616194 model_brw | 134 .4336417 .1041899 .2631785 .5655868 -------------+--------------------------------------------------------- peer_mean | 134 4.221775 .463432 3.142857 5.2 zpeer_mean | 134 .0338582 .8799613 -2.014783 1.891304 quality | 134 .1940299 .3969359 0 1 quality2 | 134 .1641791 .371828 0 1 . summ ame neg10 pos10 negsig possig neg10s pos10s proindex p12 p34 p56 group1 group2 group3 > pbelief nmodel team_size > stats_brw topic_brw model_brw peer_mean zpeer_mean quality quality2 if index==2; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- ame | 544 -.0081035 .1192952 -1.353765 1.306339 neg10 | 544 .1066176 .3089106 0 1 pos10 | 544 .0882353 .2838978 0 1 negsig | 544 .2849265 .4517949 0 1 possig | 544 .1636029 .3702553 0 1 -------------+--------------------------------------------------------- neg10s | 544 .0863971 .2812081 0 1 pos10s | 544 .0496324 .2173841 0 1 proindex | 544 3.992034 .50861 3 5 p12 | 544 0 0 0 0 p34 | 544 .7745098 .2141213 .5 1 -------------+--------------------------------------------------------- p56 | 544 .2254902 .2141213 0 .5 group1 | 544 0 0 0 0 group2 | 544 1 0 1 1 group3 | 544 0 0 0 0 pbelief | 544 .46875 .398924 0 1 -------------+--------------------------------------------------------- nmodel | 544 43.60294 37.49648 2 112 team_size | 544 2.426471 .6551381 1 3 stats_brw | 544 -.1757258 .8062337 -2.157197 2.003577 topic_brw | 544 -.0944523 .7348587 -.9688011 2.794734 model_brw | 544 .4716328 .1189273 .2382641 .6065403 -------------+--------------------------------------------------------- peer_mean | 520 4.385812 .4162295 2.3 5.666667 zpeer_mean | 520 .3453296 .7903335 -3.615195 2.777408 quality | 544 .3860294 .4872855 0 1 quality2 | 520 .3134615 .4643469 0 1 . summ ame neg10 pos10 negsig possig neg10s pos10s proindex p12 p34 p56 group1 group2 group3 > pbelief nmodel team_size > stats_brw topic_brw model_brw peer_mean zpeer_mean quality quality2 if index==3; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- ame | 575 .0137527 .2447405 -1.13019 2.47 neg10 | 575 .0834783 .2768446 0 1 pos10 | 575 .1234783 .3292718 0 1 negsig | 575 .2034783 .4029357 0 1 possig | 575 .1982609 .3990369 0 1 -------------+--------------------------------------------------------- neg10s | 575 .0278261 .1646175 0 1 pos10s | 575 .0591304 .236074 0 1 proindex | 575 5.382609 .5716111 4 6 p12 | 575 .0231884 .0848781 0 .3333333 p34 | 575 .0365217 .1042063 0 .3333333 -------------+--------------------------------------------------------- p56 | 575 .9402899 .1279318 .6666667 1 group1 | 575 0 0 0 0 group2 | 575 0 0 0 0 group3 | 575 1 0 1 1 pbelief | 575 .6533333 .3935406 0 1 -------------+--------------------------------------------------------- nmodel | 575 39.66087 29.54949 1 96 team_size | 575 2.086957 .8509599 1 3 stats_brw | 575 .2535925 1.037427 -1.973267 2.681392 topic_brw | 575 .1066222 1.255131 -.882254 3.983361 model_brw | 575 .4270714 .1076379 .1488998 .7288508 -------------+--------------------------------------------------------- peer_mean | 561 4.031108 .5735789 2 5.25 zpeer_mean | 561 -.3281789 1.089107 -4.184832 1.986244 quality | 575 .1008696 .3014181 0 1 quality2 | 561 .1622103 .3689727 0 1 . *SUMMARY STATS WEIGHTED BY THE INVERSE OF THE NUMBER OF MODELS; . summ ame neg10 pos10 negsig possig neg10s pos10s proindex p12 p34 p56 group1 group2 group3 > pbelief nmodel team_size > stats_brw topic_brw model_brw peer_mean zpeer_mean quality quality2 [aw=1/nmodel]; Variable | Obs Weight Mean Std. dev. Min Max -------------+----------------------------------------------------------------- ame | 1,253 71 -.0085083 .2038202 -1.353765 2.47 neg10 | 1,253 71 .1382308 .3452798 0 1 pos10 | 1,253 71 .1143123 .3183172 0 1 negsig | 1,253 71 .318356 .4660244 0 1 possig | 1,253 71 .1916886 .3937865 0 1 -------------+----------------------------------------------------------------- neg10s | 1,253 71 .1026884 .3036726 0 1 pos10s | 1,253 71 .069587 .2545512 0 1 proindex | 1,253 71 4.300469 1.10691 1 6 p12 | 1,253 71 .0938967 .2514385 0 1 p34 | 1,253 71 .3967136 .3830483 0 1 -------------+----------------------------------------------------------------- p56 | 1,253 71 .5093897 .4005581 0 1 group1 | 1,253 71 .1267606 .3328374 0 1 group2 | 1,253 71 .4366197 .4961647 0 1 group3 | 1,253 71 .4366197 .4961647 0 1 pbelief | 1,253 71 .5492958 .387144 0 1 -------------+----------------------------------------------------------------- nmodel | 1,253 71 17.64789 19.48554 1 112 team_size | 1,253 71 2.225352 .7730334 1 3 stats_brw | 1,253 71 .0396539 1.039974 -3.135104 2.681392 topic_brw | 1,253 71 .0888869 .9161063 -.9688011 3.983361 model_brw | 1,253 71 .4356287 .1163981 .1488998 .7288508 -------------+----------------------------------------------------------------- peer_mean | 1,215 69.625 4.231731 .6211737 2 5.666667 zpeer_mean | 1,215 69.625 .0527623 1.17948 -4.184832 2.777408 quality | 1,253 71 .2042254 .4032954 0 1 quality2 | 1,215 69.625 .3105326 .4629022 0 1 . summ ame neg10 pos10 negsig possig neg10s pos10s proindex p12 p34 p56 group1 group2 group3 > pbelief nmodel team_size > stats_brw topic_brw model_brw peer_mean zpeer_mean quality quality2 if index==1 [a > w=1/nmodel]; Variable | Obs Weight Mean Std. dev. Min Max -------------+----------------------------------------------------------------- ame | 134 9 -.0444999 .1254703 -.40887 .42193 neg10 | 134 9 .2561728 .4381564 0 1 pos10 | 134 9 .058642 .235835 0 1 negsig | 134 9 .3487654 .4783679 0 1 possig | 134 9 .1867284 .3911556 0 1 -------------+----------------------------------------------------------------- neg10s | 134 9 .2283951 .4213737 0 1 pos10s | 134 9 .0432099 .2040922 0 1 proindex | 134 9 2.37037 .9256753 1 3.666667 p12 | 134 9 .6666667 .3154489 .3333333 1 p34 | 134 9 .2592593 .2628741 0 .6666667 -------------+----------------------------------------------------------------- p56 | 134 9 .0740741 .1390999 0 .3333333 group1 | 134 9 1 0 1 1 group2 | 134 9 0 0 0 0 group3 | 134 9 0 0 0 0 pbelief | 134 9 .7037037 .3325124 0 1 -------------+----------------------------------------------------------------- nmodel | 134 9 14.88889 7.694627 2 24 team_size | 134 9 2.111111 .9975371 1 3 stats_brw | 134 9 -.5470347 1.39029 -3.135104 1.657985 topic_brw | 134 9 -.1700019 .4903741 -.7924486 .8616194 model_brw | 134 9 .4317806 .1071579 .2631785 .5655868 -------------+----------------------------------------------------------------- peer_mean | 134 9 4.249944 .5633377 3.142857 5.2 zpeer_mean | 134 9 .0873444 1.069661 -2.014783 1.891304 quality | 134 9 .2222222 .4172997 0 1 quality2 | 134 9 .2592593 .4398725 0 1 . summ ame neg10 pos10 negsig possig neg10s pos10s proindex p12 p34 p56 group1 group2 group3 > pbelief nmodel team_size > stats_brw topic_brw model_brw peer_mean zpeer_mean quality quality2 if index==2 [aw > =1/nmodel]; Variable | Obs Weight Mean Std. dev. Min Max -------------+----------------------------------------------------------------- ame | 544 31 -.0124995 .2030918 -1.353765 1.306339 neg10 | 544 31 .1548099 .3620563 0 1 pos10 | 544 31 .127381 .3337061 0 1 negsig | 544 31 .3712526 .4835845 0 1 possig | 544 31 .2047395 .4038825 0 1 -------------+----------------------------------------------------------------- neg10s | 544 31 .1326805 .3395413 0 1 pos10s | 544 31 .0784178 .2690754 0 1 proindex | 544 31 3.962366 .5184506 3 5 p12 | 544 31 0 0 0 0 p34 | 544 31 .7580645 .2390893 .5 1 -------------+----------------------------------------------------------------- p56 | 544 31 .2419355 .2390893 0 .5 group1 | 544 31 0 0 0 0 group2 | 544 31 1 0 1 1 group3 | 544 31 0 0 0 0 pbelief | 544 31 .5107527 .397342 0 1 -------------+----------------------------------------------------------------- nmodel | 544 31 17.54839 21.40228 2 112 team_size | 544 31 2.193548 .6441387 1 3 stats_brw | 544 31 .0865177 .9487247 -2.157197 2.003577 topic_brw | 544 31 .1541247 .92094 -.9688011 2.794734 model_brw | 544 31 .4439963 .1046128 .2382641 .6065403 -------------+----------------------------------------------------------------- peer_mean | 520 30.25 4.369521 .5874801 2.3 5.666667 zpeer_mean | 520 30.25 .3143978 1.115503 -3.615195 2.777408 quality | 544 31 .2419355 .4286496 0 1 quality2 | 520 30.25 .4165289 .4934581 0 1 . summ ame neg10 pos10 negsig possig neg10s pos10s proindex p12 p34 p56 group1 group2 group3 > pbelief nmodel team_size > stats_brw topic_brw model_brw peer_mean zpeer_mean quality quality2 if index==3 [aw > =1/nmodel]; Variable | Obs Weight Mean Std. dev. Min Max -------------+----------------------------------------------------------------- ame | 575 31 .0059321 .2210154 -1.13019 2.47 neg10 | 575 31 .0874104 .2826814 0 1 pos10 | 575 31 .1174059 .3221836 0 1 negsig | 575 31 .2566308 .4371542 0 1 possig | 575 31 .1800777 .3845867 0 1 -------------+----------------------------------------------------------------- neg10s | 575 31 .0362007 .1869519 0 1 pos10s | 575 31 .068414 .2526748 0 1 proindex | 575 31 5.198925 .5349724 4 6 p12 | 575 31 .0215054 .0819613 0 .3333333 p34 | 575 31 .0752688 .1394921 0 .3333333 -------------+----------------------------------------------------------------- p56 | 575 31 .9032258 .1514355 .6666667 1 group1 | 575 31 0 0 0 0 group2 | 575 31 0 0 0 0 group3 | 575 31 1 0 1 1 pbelief | 575 31 .5430108 .3812562 0 1 -------------+----------------------------------------------------------------- nmodel | 575 31 18.54839 19.80618 1 96 team_size | 575 31 2.290323 .8116613 1 3 stats_brw | 575 31 .163119 .9507433 -1.973267 2.681392 topic_brw | 575 31 .0988103 .9912889 -.882254 3.983361 model_brw | 575 31 .4283782 .1291327 .1488998 .7288508 -------------+----------------------------------------------------------------- peer_mean | 561 30.375 4.089111 .6393184 2 5.25 zpeer_mean | 561 30.375 -.2180429 1.213933 -4.184832 1.986244 quality | 575 31 .1612903 .3681188 0 1 quality2 | 561 30.375 .2201646 .4147273 0 1 . preserve; . collapse (mean) team_size group1 group2 group3, by(teamid); . summ team_size; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- team_size | 71 2.225352 .7782248 1 3 . summ team_size if group1==1; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- team_size | 9 2.111111 1.054093 1 3 . summ team_size if group2==1; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- team_size | 31 2.193548 .6541842 1 3 . summ team_size if group3==1; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- team_size | 31 2.290323 .8243603 1 3 . restore; . ***************************************************************************; . ********************* Table 1 & Table S2 **********************************; . ***************************************************************************; . *ALL REGRESSIONS WILL BE WEIGHTED BY 1/NMODEL SO THEY ARE NUMERICALLY EQUIVALENT TO TEAM LEV > EL REGRESSIONS; . *WILL LEAVE OUT PMALE FROM ALL REGRESSIONS; . *WILL INCLUDE TEAM_SIZE IN THE REFEREE SCORE, QUALITY REGRESSIONS; . *Table 1, Model 1 & Table S2, Model 1; . reg ame proindex stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , cluster(teami > d); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(13, 70) = . Prob > F = . R-squared = 0.0617 Root MSE = .19878 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- proindex | .0108737 .0056998 1.91 0.061 -.0004943 .0222416 stats_brw | .0384442 .0176848 2.17 0.033 .0031731 .0737154 topic_brw | -.0410347 .0168102 -2.44 0.017 -.0745616 -.0075078 t2 | .0093166 .0148151 0.63 0.531 -.0202313 .0388644 t3 | .012971 .023955 0.54 0.590 -.0348057 .0607477 | mdegree | 1 | .4545994 .0506109 8.98 0.000 .3536592 .5555396 2 | .2734257 .0208276 13.13 0.000 .2318864 .3149651 3 | .2742735 .0197721 13.87 0.000 .2348392 .3137077 4 | .2734748 .0198543 13.77 0.000 .2338766 .313073 5 | .3211411 .0343558 9.35 0.000 .2526206 .3896615 6 | .2508457 .0218756 11.47 0.000 .2072162 .2944751 20 | .2775809 .0320121 8.67 0.000 .2137348 .3414271 33 | .2778045 .0274814 10.11 0.000 .2229947 .3326143 34 | .2877794 .0198662 14.49 0.000 .2481574 .3274014 35 | .1854928 .074674 2.48 0.015 .0365602 .3344255 36 | .2727957 .0187552 14.55 0.000 .2353896 .3102018 40 | .2540658 .0402514 6.31 0.000 .1737869 .3343448 | _cons | -.3348635 .027718 -12.08 0.000 -.3901454 -.2795817 ------------------------------------------------------------------------------ . *Table 1, Model 2 & Table S2, Model 2; . reg ame p12 p56 stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , cluster(teami > d); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0648 Root MSE = .19853 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.0503799 .0252584 -1.99 0.050 -.1007562 -3.69e-06 p56 | .0234775 .0193443 1.21 0.229 -.0151034 .0620584 stats_brw | .037143 .0166456 2.23 0.029 .0039445 .0703415 topic_brw | -.0418866 .0165861 -2.53 0.014 -.0749666 -.0088066 t2 | .0011216 .0162283 0.07 0.945 -.0312447 .0334879 t3 | .0087989 .0224903 0.39 0.697 -.0360565 .0536543 | mdegree | 1 | .4764457 .058257 8.18 0.000 .3602557 .5926357 2 | .2592396 .0291878 8.88 0.000 .2010265 .3174528 3 | .2730058 .0203962 13.39 0.000 .2323269 .3136846 4 | .2712758 .019403 13.98 0.000 .2325777 .3099739 5 | .3222416 .0299225 10.77 0.000 .262563 .3819201 6 | .2516072 .0224161 11.22 0.000 .2068996 .2963148 20 | .2742799 .0338085 8.11 0.000 .2068511 .3417088 33 | .2751979 .0261161 10.54 0.000 .223111 .3272847 34 | .2847723 .0215027 13.24 0.000 .2418866 .327658 35 | .1800135 .0745509 2.41 0.018 .0313264 .3287007 36 | .2812386 .0133591 21.05 0.000 .2545947 .3078825 40 | .2544392 .0381109 6.68 0.000 .1784294 .3304489 | _cons | -.289131 .0262677 -11.01 0.000 -.3415202 -.2367418 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ ame | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0738574 .0242554 3.04 0.003 .0254815 .1222334 ------------------------------------------------------------------------------ . *Table S2, Model 3; . reg ame group3 stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , clust > er(teamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(13, 70) = . Prob > F = . R-squared = 0.0661 Root MSE = .19832 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group3 | .0400274 .0158054 2.53 0.014 .0085044 .0715503 stats_brw | .0366518 .0162719 2.25 0.027 .0041984 .0691051 topic_brw | -.0397766 .0154963 -2.57 0.012 -.0706829 -.0088703 t2 | .0240041 .0153349 1.57 0.122 -.0065805 .0545887 t3 | .0152444 .0221752 0.69 0.494 -.0289826 .0594714 | mdegree | 1 | .44895 .0562755 7.98 0.000 .3367121 .5611879 2 | .2841817 .0217026 13.09 0.000 .2408972 .3274663 3 | .2718073 .022274 12.20 0.000 .2273833 .3162314 4 | .2728777 .0193381 14.11 0.000 .2343091 .3114464 5 | .3293892 .0305213 10.79 0.000 .2685162 .3902621 6 | .2677352 .0246948 10.84 0.000 .2184829 .3169874 20 | .2726566 .0376655 7.24 0.000 .197535 .3477781 33 | .2852015 .0236278 12.07 0.000 .2380774 .3323256 34 | .2822144 .0168685 16.73 0.000 .2485712 .3158576 35 | .1885997 .062192 3.03 0.003 .0645617 .3126376 36 | .2887058 .015035 19.20 0.000 .2587195 .3186922 40 | .2671305 .040801 6.55 0.000 .1857555 .3485056 | _cons | -.3123935 .0230896 -13.53 0.000 -.3584442 -.2663428 ------------------------------------------------------------------------------ . *Table 1, Model 3 & Table S2, Model 4; . reg ame group1 group3 stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , cluster(teami > d); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0710 Root MSE = .19788 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0572476 .0306365 -1.87 0.066 -.1183502 .0038549 group3 | .0272754 .0147459 1.85 0.069 -.0021343 .0566851 stats_brw | .0341011 .0156414 2.18 0.033 .0029053 .065297 topic_brw | -.0406176 .0155892 -2.61 0.011 -.0717092 -.009526 t2 | .0063886 .0160686 0.40 0.692 -.0256592 .0384365 t3 | .0079756 .0229581 0.35 0.729 -.0378128 .053764 | mdegree | 1 | .4781822 .0593708 8.05 0.000 .3597709 .5965935 2 | .2632302 .0264194 9.96 0.000 .2105383 .315922 3 | .2761151 .0200568 13.77 0.000 .2361131 .3161171 4 | .2729049 .0187597 14.55 0.000 .2354899 .3103199 5 | .3308497 .0292276 11.32 0.000 .2725571 .3891424 6 | .260214 .024832 10.48 0.000 .2106882 .3097399 20 | .2746755 .0345734 7.94 0.000 .205721 .34363 33 | .2877058 .026143 11.01 0.000 .2355652 .3398464 34 | .2763302 .0143112 19.31 0.000 .2477874 .304873 35 | .1839868 .0675415 2.72 0.008 .0492795 .3186942 36 | .3356711 .0298616 11.24 0.000 .276114 .3952282 40 | .2824761 .0246236 11.47 0.000 .233366 .3315862 | _cons | -.2928377 .0268678 -10.90 0.000 -.3464238 -.2392515 ------------------------------------------------------------------------------ . * as Stata is our main software for analysis, we save these results as the file stata_adj_me > ans.csv for Fig1; . margins, dydx(group1 group3) level(90); Average marginal effects Number of obs = 1,253 Model VCE: Robust Expression: Linear prediction, predict() dy/dx wrt: group1 group3 ------------------------------------------------------------------------------ | Delta-method | dy/dx std. err. t P>|t| [90% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0572476 .0306365 -1.87 0.066 -.1083161 -.0061792 group3 | .0272754 .0147459 1.85 0.069 .0026953 .0518555 ------------------------------------------------------------------------------ . margins, at(group1 == 0 group3 == 0) level(90); Predictive margins Number of obs = 1,253 Model VCE: Robust Expression: Linear prediction, predict() At: group1 = 0 group3 = 0 ------------------------------------------------------------------------------ | Delta-method | Margin std. err. t P>|t| [90% conf. interval] -------------+---------------------------------------------------------------- _cons | -.0131605 .0101858 -1.29 0.201 -.0301393 .0038183 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ ame | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .084523 .031027 2.72 0.008 .0226417 .1464043 ------------------------------------------------------------------------------ . *ADDING BELIEF; . *Not shown in Table S2; . reg ame proindex pbelief stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , cluster(t > eamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0624 Root MSE = .19879 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- proindex | .0113848 .0055162 2.06 0.043 .0003831 .0223865 pbelief | -.0154633 .0153958 -1.00 0.319 -.0461692 .0152425 stats_brw | .0381325 .01731 2.20 0.031 .0036089 .0726561 topic_brw | -.0413342 .0166233 -2.49 0.015 -.0744883 -.0081801 t2 | .011424 .0136359 0.84 0.405 -.0157719 .0386198 t3 | .014834 .0240947 0.62 0.540 -.0332213 .0628893 | mdegree | 1 | .4728694 .0609936 7.75 0.000 .3512215 .5945172 2 | .2765242 .019777 13.98 0.000 .2370801 .3159683 3 | .2843993 .0233639 12.17 0.000 .2378016 .3309971 4 | .2812742 .0215197 13.07 0.000 .2383545 .3241938 5 | .3389768 .0342148 9.91 0.000 .2707376 .407216 6 | .2570401 .0228378 11.26 0.000 .2114916 .3025887 20 | .2857246 .0349241 8.18 0.000 .2160706 .3553785 33 | .2875518 .025811 11.14 0.000 .2360735 .3390301 34 | .3004199 .0242248 12.40 0.000 .2521051 .3487347 35 | .1942942 .0758132 2.56 0.013 .0430895 .3454989 36 | .2846501 .0148766 19.13 0.000 .2549796 .3143207 40 | .262948 .0412183 6.38 0.000 .1807407 .3451553 | _cons | -.3398345 .0270176 -12.58 0.000 -.3937195 -.2859496 ------------------------------------------------------------------------------ . *Table S2, Model 5; . reg ame p12 p56 pbelief stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , cluster(t > eamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.0652 Root MSE = .19857 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.0479692 .0245364 -1.96 0.055 -.0969054 .000967 p56 | .0248227 .0193319 1.28 0.203 -.0137335 .0633789 pbelief | -.0121928 .0156684 -0.78 0.439 -.0434424 .0190569 stats_brw | .0369708 .0164024 2.25 0.027 .0042573 .0696844 topic_brw | -.0420345 .0163983 -2.56 0.013 -.0747399 -.0093292 t2 | .0035046 .0149906 0.23 0.816 -.0263931 .0334023 t3 | .010861 .0230491 0.47 0.639 -.035109 .0568309 | mdegree | 1 | .4890379 .0674258 7.25 0.000 .3545614 .6235144 2 | .2624987 .0286902 9.15 0.000 .205278 .3197194 3 | .2807249 .0248409 11.30 0.000 .2311813 .3302685 4 | .2774102 .0220001 12.61 0.000 .2335324 .321288 5 | .3359848 .0321004 10.47 0.000 .2719625 .4000072 6 | .2568645 .0244863 10.49 0.000 .2080281 .3057009 20 | .280535 .0373247 7.52 0.000 .2060931 .3549768 33 | .2827401 .0254664 11.10 0.000 .2319489 .3335312 34 | .2944574 .0265708 11.08 0.000 .2414636 .3474512 35 | .1869026 .0755531 2.47 0.016 .0362167 .3375886 36 | .2896507 .0125191 23.14 0.000 .2646821 .3146193 40 | .26119 .0400122 6.53 0.000 .1813881 .3409919 | _cons | -.2925625 .0268072 -10.91 0.000 -.3460277 -.2390973 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ ame | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0727919 .0239089 3.04 0.003 .025107 .1204768 ------------------------------------------------------------------------------ . *Not shown in Table S2; . reg ame group3 pbelief stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , cluster(te > amid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0668 Root MSE = .19832 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group3 | .0410243 .0160921 2.55 0.013 .0089296 .073119 pbelief | -.0163775 .0158075 -1.04 0.304 -.0479045 .0151496 stats_brw | .0363352 .0158764 2.29 0.025 .0046707 .0679998 topic_brw | -.0401176 .0152811 -2.63 0.011 -.0705947 -.0096405 t2 | .0266627 .0143464 1.86 0.067 -.0019504 .0552757 t3 | .0173014 .0222383 0.78 0.439 -.0270515 .0616542 | mdegree | 1 | .4672403 .0669188 6.98 0.000 .3337749 .6007057 2 | .2868986 .0212988 13.47 0.000 .2444195 .3293777 3 | .2820393 .0267071 10.56 0.000 .2287738 .3353049 4 | .2806987 .0220032 12.76 0.000 .2368147 .3245827 5 | .3476591 .0345408 10.07 0.000 .2787697 .4165485 6 | .2742213 .0264415 10.37 0.000 .2214853 .3269572 20 | .2807247 .0409274 6.86 0.000 .1990976 .3623517 33 | .2951953 .0250386 11.79 0.000 .2452574 .3451332 34 | .2950355 .0238487 12.37 0.000 .2474708 .3426002 35 | .1975086 .063808 3.10 0.003 .0702477 .3247696 36 | .3009891 .016844 17.87 0.000 .2673947 .3345835 40 | .2761751 .0434972 6.35 0.000 .1894227 .3629276 | _cons | -.3154865 .0235283 -13.41 0.000 -.3624122 -.2685609 ------------------------------------------------------------------------------ . *Table S2, Model 6; . reg ame group1 group3 pbelief stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , clu > ster(teamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.0713 Root MSE = .19792 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0552946 .031184 -1.77 0.081 -.1174892 .0068999 group3 | .0283834 .0151864 1.87 0.066 -.0019049 .0586718 pbelief | -.0110571 .0163631 -0.68 0.501 -.0436923 .0215781 stats_brw | .0339745 .0154449 2.20 0.031 .0031705 .0647784 topic_brw | -.0408192 .0154994 -2.63 0.010 -.0717317 -.0099066 t2 | .0087845 .0155369 0.57 0.574 -.0222029 .0397719 t3 | .0096123 .0237473 0.40 0.687 -.0377503 .0569749 | mdegree | 1 | .4895336 .068765 7.12 0.000 .3523862 .6266809 2 | .2657792 .0270472 9.83 0.000 .2118352 .3197232 3 | .2828762 .0259431 10.90 0.000 .2311343 .3346181 4 | .2781842 .0223365 12.45 0.000 .2336355 .3227329 5 | .3431347 .0345109 9.94 0.000 .274305 .4119645 6 | .2648497 .0280925 9.43 0.000 .208821 .3208783 20 | .2800538 .0385478 7.27 0.000 .2031727 .3569348 33 | .2943676 .02654 11.09 0.000 .2414352 .3473 34 | .285187 .0220677 12.92 0.000 .2411744 .3291996 35 | .190159 .068551 2.77 0.007 .0534384 .3268796 36 | .3423618 .0306289 11.18 0.000 .2812745 .4034492 40 | .288059 .0272466 10.57 0.000 .2337173 .3424007 | _cons | -.295593 .0282945 -10.45 0.000 -.3520247 -.2391614 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ ame | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0836781 .0313824 2.67 0.010 .0210879 .1462683 ------------------------------------------------------------------------------ . ***************** Lower portion of Table S2 *******************************; . ***************************************************************************; . *WEIGHTED REGRESSIONS USING PSCORE/NMODEL; . *WEIGHTING BY QUALITY HELPS ADDRESS PUBLICATION BIAS PROBLEM; . reg ame proindex stats_brw topic_brw t2 t3 i.mdegree [aw=pscore/nmodel] , cluster(tea > mid); (sum of wgt is 299.8024025072654) Linear regression Number of obs = 1,253 F(13, 70) = . Prob > F = . R-squared = 0.0631 Root MSE = .20018 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- proindex | .0113823 .005618 2.03 0.047 .0001776 .0225871 stats_brw | .0391653 .0181567 2.16 0.034 .0029529 .0753776 topic_brw | -.0414328 .017194 -2.41 0.019 -.0757251 -.0071404 t2 | .0087255 .0146966 0.59 0.555 -.0205859 .0380369 t3 | .0119852 .0246031 0.49 0.628 -.0370841 .0610544 | mdegree | 1 | .4575084 .0520426 8.79 0.000 .3537127 .561304 2 | .273634 .0211764 12.92 0.000 .231399 .3158689 3 | .2734949 .0210531 12.99 0.000 .2315059 .3154839 4 | .2703089 .0198575 13.61 0.000 .2307043 .3099135 5 | .3236678 .035149 9.21 0.000 .2535654 .3937703 6 | .2509542 .023532 10.66 0.000 .2040211 .2978872 20 | .2786136 .0329363 8.46 0.000 .2129241 .344303 33 | .2737398 .0245488 11.15 0.000 .2247788 .3227008 34 | .2888588 .0206671 13.98 0.000 .2476396 .330078 35 | .1780349 .0740114 2.41 0.019 .0304238 .325646 36 | .2734497 .0179724 15.21 0.000 .2376048 .3092946 40 | .2599358 .0397411 6.54 0.000 .1806747 .339197 | _cons | -.3367484 .026792 -12.57 0.000 -.3901834 -.2833134 ------------------------------------------------------------------------------ . reg ame p12 p56 stats_brw topic_brw t2 t3 i.mdegree [aw=pscore/nmodel] , cluster(team > id); (sum of wgt is 299.8024025072654) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0666 Root MSE = .19989 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.0516617 .0261416 -1.98 0.052 -.1037995 .0004762 p56 | .0259294 .0193446 1.34 0.184 -.0126521 .064511 stats_brw | .03755 .017038 2.20 0.031 .0035689 .0715311 topic_brw | -.0419997 .0167832 -2.50 0.015 -.0754728 -.0085266 t2 | .0001315 .0161841 0.01 0.994 -.0321467 .0324098 t3 | .0080016 .0233349 0.34 0.733 -.0385384 .0545415 | mdegree | 1 | .4805021 .0595689 8.07 0.000 .3616956 .5993086 2 | .2608113 .0289467 9.01 0.000 .2030788 .3185437 3 | .2730819 .021381 12.77 0.000 .2304389 .3157249 4 | .2689926 .0191167 14.07 0.000 .2308654 .3071197 5 | .3261398 .0300943 10.84 0.000 .2661185 .3861611 6 | .2533505 .0233359 10.86 0.000 .2068085 .2998925 20 | .2760177 .0346695 7.96 0.000 .2068716 .3451637 33 | .2721161 .0232172 11.72 0.000 .2258109 .3184214 34 | .2861176 .022347 12.80 0.000 .2415479 .3306874 35 | .1731348 .0737648 2.35 0.022 .0260155 .3202541 36 | .2829707 .013312 21.26 0.000 .2564207 .3095207 40 | .261034 .0383023 6.82 0.000 .1846426 .3374255 | _cons | -.290692 .0263835 -11.02 0.000 -.3433123 -.2380718 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ ame | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0775911 .026312 2.95 0.004 .0251135 .1300687 ------------------------------------------------------------------------------ . reg ame group3 stats_brw topic_brw t2 t3 i.mdegree [aw=pscore/nmodel] , cluster(teami > d); (sum of wgt is 299.8024025072654) Linear regression Number of obs = 1,253 F(13, 70) = . Prob > F = . R-squared = 0.0681 Root MSE = .19965 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group3 | .0425567 .0161913 2.63 0.011 .0102641 .0748492 stats_brw | .0371753 .0166199 2.24 0.028 .0040279 .0703227 topic_brw | -.0400893 .0157721 -2.54 0.013 -.0715457 -.0086329 t2 | .0237072 .0155839 1.52 0.133 -.0073739 .0547883 t3 | .0144569 .0227108 0.64 0.526 -.0308385 .0597522 | mdegree | 1 | .4520275 .0571492 7.91 0.000 .338047 .5660079 2 | .2856604 .0218783 13.06 0.000 .2420254 .3292953 3 | .2720781 .023606 11.53 0.000 .2249974 .3191588 4 | .2700212 .018722 14.42 0.000 .2326813 .3073611 5 | .3329414 .0311552 10.69 0.000 .2708042 .3950785 6 | .270186 .0257111 10.51 0.000 .2189068 .3214652 20 | .2737801 .0387783 7.06 0.000 .1964393 .3511209 33 | .2831327 .0212578 13.32 0.000 .2407354 .3255299 34 | .2827972 .0173193 16.33 0.000 .248255 .3173395 35 | .1830432 .0610361 3.00 0.004 .0613105 .3047758 36 | .2908544 .014531 20.02 0.000 .2618732 .3198357 40 | .2743366 .0407135 6.74 0.000 .1931361 .355537 | _cons | -.3140019 .0234006 -13.42 0.000 -.360673 -.2673308 ------------------------------------------------------------------------------ . reg ame group1 group3 stats_brw topic_brw t2 t3 i.mdegree [aw=pscore/nmodel] , cluste > r(teamid); (sum of wgt is 299.8024025072654) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0739 Root MSE = .19911 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0612237 .0335927 -1.82 0.073 -.1282222 .0057748 group3 | .0289914 .0145722 1.99 0.051 -.000072 .0580549 stats_brw | .0339442 .0157978 2.15 0.035 .0024366 .0654519 topic_brw | -.0407224 .0158489 -2.57 0.012 -.0723322 -.0091127 t2 | .0048151 .0162263 0.30 0.768 -.0275472 .0371774 t3 | .0073001 .0234384 0.31 0.756 -.0394462 .0540465 | mdegree | 1 | .4826737 .0606109 7.96 0.000 .3617891 .6035582 2 | .2641638 .0268537 9.84 0.000 .2106058 .3177219 3 | .2773822 .0205898 13.47 0.000 .2363171 .3184474 4 | .2706116 .0180237 15.01 0.000 .2346644 .3065587 5 | .335401 .0292041 11.48 0.000 .2771553 .3936468 6 | .2626786 .0257244 10.21 0.000 .2113729 .3139843 20 | .2766724 .0349883 7.91 0.000 .2068904 .3464545 33 | .2860567 .0247775 11.55 0.000 .2366395 .3354739 34 | .2763643 .01433 19.29 0.000 .2477841 .3049445 35 | .1778665 .0667929 2.66 0.010 .0446524 .3110807 36 | .341529 .032623 10.47 0.000 .2764644 .4065935 40 | .2877489 .023661 12.16 0.000 .2405585 .3349392 | _cons | -.2939027 .0274166 -10.72 0.000 -.3485835 -.239222 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ ame | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0902151 .0340102 2.65 0.010 .022384 .1580462 ------------------------------------------------------------------------------ . *ADDING BELIEF; . reg ame proindex pbelief stats_brw topic_brw t2 t3 i.mdegree [aw=pscore/nmodel] , clu > ster(teamid); (sum of wgt is 299.8024025072654) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0639 Root MSE = .20017 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- proindex | .0120401 .0054301 2.22 0.030 .0012101 .0228701 pbelief | -.0173951 .0153183 -1.14 0.260 -.0479464 .0131563 stats_brw | .038885 .0177739 2.19 0.032 .003436 .074334 topic_brw | -.0418756 .0169819 -2.47 0.016 -.075745 -.0080062 t2 | .0109059 .0134332 0.81 0.420 -.0158857 .0376976 t3 | .0141268 .0246477 0.57 0.568 -.0350315 .0632852 | mdegree | 1 | .4785775 .0625944 7.65 0.000 .3537368 .6034181 2 | .2773188 .020071 13.82 0.000 .2372884 .3173491 3 | .2853061 .0245312 11.63 0.000 .2363801 .3342321 4 | .2796856 .0217112 12.88 0.000 .236384 .3229873 5 | .3439632 .0349959 9.83 0.000 .2741661 .4137603 6 | .2579976 .0243128 10.61 0.000 .2095072 .3064881 20 | .2879936 .0357669 8.05 0.000 .2166587 .3593284 33 | .2844977 .0227971 12.48 0.000 .2390303 .3299651 34 | .3031724 .0252029 12.03 0.000 .2529069 .3534379 35 | .1878002 .0752185 2.50 0.015 .0377817 .3378187 36 | .2869438 .014121 20.32 0.000 .2587803 .3151072 40 | .2703581 .0412354 6.56 0.000 .1881167 .3525995 | _cons | -.3428605 .02611 -13.13 0.000 -.3949351 -.2907858 ------------------------------------------------------------------------------ . reg ame p12 p56 pbelief stats_brw topic_brw t2 t3 i.mdegree [aw=pscore/nmodel] , clus > ter(teamid); (sum of wgt is 299.8024025072654) Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.0672 Root MSE = .19991 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.0491459 .0254439 -1.93 0.057 -.0998922 .0016003 p56 | .0275696 .0194101 1.42 0.160 -.0111426 .0662817 pbelief | -.0143784 .0156759 -0.92 0.362 -.0456431 .0168863 stats_brw | .0374182 .0167943 2.23 0.029 .003923 .0709134 topic_brw | -.0422827 .0165781 -2.55 0.013 -.0753466 -.0092188 t2 | .0027065 .0149002 0.18 0.856 -.0270111 .032424 t3 | .0104075 .0237445 0.44 0.663 -.0369494 .0577645 | mdegree | 1 | .495847 .0690125 7.18 0.000 .3582058 .6334881 2 | .2645851 .0284117 9.31 0.000 .2079196 .3212505 3 | .2824817 .0259012 10.91 0.000 .2308234 .3341399 4 | .2766577 .0220411 12.55 0.000 .2326981 .3206174 5 | .3424133 .0324433 10.55 0.000 .2777071 .4071194 6 | .2595566 .0253658 10.23 0.000 .2089662 .310147 20 | .2835078 .0381262 7.44 0.000 .2074676 .3595481 33 | .2807699 .0228377 12.29 0.000 .2352216 .3263183 34 | .2975513 .027571 10.79 0.000 .2425627 .3525399 35 | .1810624 .0748965 2.42 0.018 .0316861 .3304387 36 | .2930011 .0127768 22.93 0.000 .2675185 .3184837 40 | .2693542 .0408887 6.59 0.000 .1878042 .3509042 | _cons | -.2947434 .0269483 -10.94 0.000 -.34849 -.2409968 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ ame | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0767155 .0258925 2.96 0.004 .0250744 .1283565 ------------------------------------------------------------------------------ . reg ame group3 pbelief stats_brw topic_brw t2 t3 i.mdegree [aw=pscore/nmodel] , clust > er(teamid); (sum of wgt is 299.8024025072654) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0690 Root MSE = .19964 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group3 | .0436266 .0165119 2.64 0.010 .0106947 .0765584 pbelief | -.0178794 .0158854 -1.13 0.264 -.0495619 .013803 stats_brw | .0369251 .0162347 2.27 0.026 .004546 .0693042 topic_brw | -.0405919 .0155495 -2.61 0.011 -.0716045 -.0095793 t2 | .026386 .0145586 1.81 0.074 -.0026502 .0554221 t3 | .0167254 .0226732 0.74 0.463 -.0284948 .0619456 | mdegree | 1 | .472197 .0677708 6.97 0.000 .3370323 .6073617 2 | .2885144 .0214284 13.46 0.000 .2457768 .331252 3 | .2835335 .0279763 10.13 0.000 .2277366 .3393305 4 | .2790169 .0218515 12.77 0.000 .2354355 .3225983 5 | .3528133 .035248 10.01 0.000 .2825133 .4231133 6 | .2771664 .0274406 10.10 0.000 .2224378 .331895 20 | .2826643 .041993 6.73 0.000 .1989119 .3664167 33 | .2936537 .0230653 12.73 0.000 .2476514 .339656 34 | .296744 .0243395 12.19 0.000 .2482004 .3452876 35 | .1924869 .0627671 3.07 0.003 .0673019 .317672 36 | .3041954 .0169674 17.93 0.000 .2703551 .3380358 40 | .2844301 .0439284 6.47 0.000 .1968177 .3720426 | _cons | -.3173531 .0238121 -13.33 0.000 -.3648448 -.2698613 ------------------------------------------------------------------------------ . reg ame group1 group3 pbelief stats_brw topic_brw t2 t3 i.mdegree [aw=pscore/nmodel] , > cluster(teamid); (sum of wgt is 299.8024025072654) Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.0743 Root MSE = .19914 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0592232 .0341456 -1.73 0.087 -.1273244 .008878 group3 | .0301744 .0150478 2.01 0.049 .0001626 .0601862 pbelief | -.0123609 .0164856 -0.75 0.456 -.0452404 .0205186 stats_brw | .0338768 .0156225 2.17 0.034 .0027187 .065035 topic_brw | -.0410492 .0157788 -2.60 0.011 -.072519 -.0095794 t2 | .0072843 .0156463 0.47 0.643 -.0239213 .0384899 t3 | .0091023 .0241503 0.38 0.707 -.0390639 .0572685 | mdegree | 1 | .4956165 .0701136 7.07 0.000 .3557793 .6354537 2 | .2668394 .0274094 9.74 0.000 .2121731 .3215056 3 | .2851286 .0268084 10.64 0.000 .2316609 .3385963 4 | .2768115 .0221652 12.49 0.000 .2326044 .3210185 5 | .3490591 .0347041 10.06 0.000 .2798439 .4182743 6 | .2677498 .0290275 9.22 0.000 .2098563 .3256433 20 | .28272 .0389713 7.25 0.000 .2049941 .3604459 33 | .2932348 .0251859 11.64 0.000 .2430032 .3434665 34 | .2862166 .0221434 12.93 0.000 .2420529 .3303803 35 | .1845646 .0678749 2.72 0.008 .0491925 .3199367 36 | .3490965 .0337334 10.35 0.000 .2818173 .4163756 40 | .2942888 .0267985 10.98 0.000 .2408409 .3477368 | _cons | -.2968763 .0287884 -10.31 0.000 -.3542929 -.2394597 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ ame | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0893976 .0343886 2.60 0.011 .0208117 .1579834 ------------------------------------------------------------------------------ . *GETTING PERCENTILE DIFFERENCE BETWEEN PRO AND ANTI IMMIGRATION TEAMS; . reg ame group1 group3 stats_brw topic_brw t2 t3 i.mdegree [aw=1/nmodel] , cluster(tea > mid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0710 Root MSE = .19788 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0572476 .0306365 -1.87 0.066 -.1183502 .0038549 group3 | .0272754 .0147459 1.85 0.069 -.0021343 .0566851 stats_brw | .0341011 .0156414 2.18 0.033 .0029053 .065297 topic_brw | -.0406176 .0155892 -2.61 0.011 -.0717092 -.009526 t2 | .0063886 .0160686 0.40 0.692 -.0256592 .0384365 t3 | .0079756 .0229581 0.35 0.729 -.0378128 .053764 | mdegree | 1 | .4781822 .0593708 8.05 0.000 .3597709 .5965935 2 | .2632302 .0264194 9.96 0.000 .2105383 .315922 3 | .2761151 .0200568 13.77 0.000 .2361131 .3161171 4 | .2729049 .0187597 14.55 0.000 .2354899 .3103199 5 | .3308497 .0292276 11.32 0.000 .2725571 .3891424 6 | .260214 .024832 10.48 0.000 .2106882 .3097399 20 | .2746755 .0345734 7.94 0.000 .205721 .34363 33 | .2877058 .026143 11.01 0.000 .2355652 .3398464 34 | .2763302 .0143112 19.31 0.000 .2477874 .304873 35 | .1839868 .0675415 2.72 0.008 .0492795 .3186942 36 | .3356711 .0298616 11.24 0.000 .276114 .3952282 40 | .2824761 .0246236 11.47 0.000 .233366 .3315862 | _cons | -.2928377 .0268678 -10.90 0.000 -.3464238 -.2392515 ------------------------------------------------------------------------------ . predict rame, resid; (1 missing value generated) . xtile prame=rame [aw=1/nmodel], n(100); . tabulate mdegree, gen(dum); mdegree | Freq. Percent Cum. ------------+----------------------------------- 0 | 20 1.60 1.60 1 | 12 0.96 2.55 2 | 24 1.92 4.47 3 | 537 42.86 47.33 4 | 248 19.79 67.12 5 | 52 4.15 71.27 6 | 16 1.28 72.55 20 | 79 6.30 78.85 33 | 121 9.66 88.51 34 | 60 4.79 93.30 35 | 22 1.76 95.05 36 | 24 1.92 96.97 40 | 38 3.03 100.00 ------------+----------------------------------- Total | 1,253 100.00 . center stats_brw topic_brw t2 t3 dum* [aw=1/nmodel]; (generated variables: c_stats_brw c_topic_brw c_t2 c_t3 c_dum1 c_dum2 c_dum3 c_dum4 c_dum5 c_d > um6 c_dum7 c_dum8 c_dum9 c_dum10 c_dum11 c_dum12 c_dum13) . reg ame group1 group3 c_* [aw=1/nmodel], cluster(teamid); (sum of wgt is 71) note: c_dum3 omitted because of collinearity. Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0710 Root MSE = .19788 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0572476 .0306365 -1.87 0.066 -.1183502 .0038549 group3 | .0272754 .0147459 1.85 0.069 -.0021343 .0566851 c_stats_brw | .0341011 .0156414 2.18 0.033 .0029053 .065297 c_topic_brw | -.0406176 .0155892 -2.61 0.011 -.0717092 -.009526 c_t2 | .0063886 .0160686 0.40 0.692 -.0256592 .0384365 c_t3 | .0079756 .0229581 0.35 0.729 -.0378128 .053764 c_dum1 | -.2632302 .0264194 -9.96 0.000 -.315922 -.2105383 c_dum2 | .2149521 .0617087 3.48 0.001 .0918779 .3380262 c_dum3 | 0 (omitted) c_dum4 | .012885 .0224519 0.57 0.568 -.0318939 .0576639 c_dum5 | .0096747 .0213332 0.45 0.652 -.032873 .0522224 c_dum6 | .0676196 .0309487 2.18 0.032 .0058944 .1293448 c_dum7 | -.0030161 .0168554 -0.18 0.859 -.0366332 .030601 c_dum8 | .0114454 .0311726 0.37 0.715 -.0507265 .0736172 c_dum9 | .0244756 .032433 0.75 0.453 -.0402099 .0891612 c_dum10 | .0131 .0264967 0.49 0.623 -.039746 .0659461 c_dum11 | -.0792433 .0709248 -1.12 0.268 -.2206983 .0622117 c_dum12 | .072441 .0458547 1.58 0.119 -.0190133 .1638952 c_dum13 | .0192459 .0359402 0.54 0.594 -.0524344 .0909263 _cons | -.0131605 .0101858 -1.29 0.201 -.0334754 .0071544 ------------------------------------------------------------------------------ . reg ame group1 group2 group3 c_* [aw=1/nmodel], cluster(teamid) nocons; (sum of wgt is 71) note: c_dum12 omitted because of collinearity. Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.0726 Root MSE = .19788 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust ame | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0704081 .0285362 -2.47 0.016 -.1273219 -.0134944 group2 | -.0131605 .0101858 -1.29 0.201 -.0334754 .0071544 group3 | .0141149 .0105315 1.34 0.184 -.0068895 .0351192 c_stats_brw | .0341011 .0156414 2.18 0.033 .0029053 .065297 c_topic_brw | -.0406176 .0155892 -2.61 0.011 -.0717092 -.009526 c_t2 | .0063886 .0160686 0.40 0.692 -.0256592 .0384365 c_t3 | .0079756 .0229581 0.35 0.729 -.0378128 .053764 c_dum1 | -.3356711 .0298616 -11.24 0.000 -.3952282 -.276114 c_dum2 | .1425111 .0597364 2.39 0.020 .0233707 .2616516 c_dum3 | -.072441 .0458547 -1.58 0.119 -.1638952 .0190133 c_dum4 | -.059556 .0413175 -1.44 0.154 -.1419611 .0228492 c_dum5 | -.0627662 .0395258 -1.59 0.117 -.1415979 .0160655 c_dum6 | -.0048214 .0390471 -0.12 0.902 -.0826983 .0730556 c_dum7 | -.0754571 .0441115 -1.71 0.092 -.1634347 .0125206 c_dum8 | -.0609956 .0488391 -1.25 0.216 -.1584021 .036411 c_dum9 | -.0479653 .0347715 -1.38 0.172 -.1173149 .0213842 c_dum10 | -.0593409 .0324739 -1.83 0.072 -.1241081 .0054263 c_dum11 | -.1516843 .0729891 -2.08 0.041 -.2972564 -.0061122 c_dum12 | 0 (omitted) c_dum13 | -.053195 .0229214 -2.32 0.023 -.0989103 -.0074797 ------------------------------------------------------------------------------ . tabulate prame, sum(rame); 100 | quantiles | Summary of Residuals of rame | Mean Std. dev. Freq. ------------+------------------------------------ 1 | -.76756256 .23867965 10 2 | -.4824008 .07617804 9 3 | -.33042468 .03200516 9 4 | -.24835741 .02505569 8 5 | -.19126281 .01632189 9 6 | -.15822358 .00588541 5 7 | -.14128675 .00714974 13 8 | -.1225745 .00575249 12 9 | -.10575817 .00213788 11 10 | -.09820167 .00301477 14 11 | -.08990468 .00199053 13 12 | -.08427445 .0014953 7 13 | -.0808199 .0007172 7 14 | -.07773009 .00171315 6 15 | -.07408816 .00074352 7 16 | -.07045817 .00082252 13 17 | -.06639036 .00253799 19 18 | -.05875869 .00152034 15 19 | -.05548286 .00057293 9 20 | -.05146621 .00193321 22 21 | -.04790812 .00046006 9 22 | -.04712553 .00014294 5 23 | -.04559307 .00078294 23 24 | -.04373358 .00040909 10 25 | -.04187735 .00083057 24 26 | -.03992494 .00053663 20 27 | -.03799867 .00058451 11 28 | -.03643698 .00054553 7 29 | -.03317415 .00144974 10 30 | -.03128814 .00012419 4 31 | -.03029994 .00047662 9 32 | -.02794632 .00053876 11 33 | -.02678291 .0002137 11 35 | -.0257125 .00039612 8 36 | -.0246574 .00034159 12 37 | -.02367308 .00039213 12 38 | -.02175371 .00061211 10 39 | -.0204015 .00048026 16 40 | -.01835554 .00083539 15 41 | -.01623523 .00040689 10 42 | -.01490466 .00035308 12 43 | -.01332226 .00051561 13 44 | -.01217825 .00032719 14 45 | -.0108095 .00053889 17 46 | -.00892453 .00074237 21 47 | -.00690041 .00054723 25 48 | -.00600946 .00006012 6 49 | -.00538748 .00024998 18 50 | -.0042523 .00053212 24 51 | -.0027918 .00046621 23 52 | -.00048775 .00070798 27 53 | .00105457 .00033007 18 54 | .00238494 .00035775 18 55 | .00369111 .00045533 20 56 | .00514484 .00026635 11 57 | .00643375 .0004453 13 58 | .00767386 .00016624 9 59 | .00881586 .00047562 17 60 | .0099879 .00026001 10 61 | .0112326 .00039009 15 62 | .01227383 .00040001 11 63 | .01374075 .00034085 17 64 | .01521022 .00047789 10 65 | .01695365 .00069487 19 66 | .01898921 .00060572 18 67 | .02090057 .00042895 10 68 | .02171381 .00014076 4 69 | .02372986 .00090889 16 70 | .025209 .00028774 11 71 | .02630279 .00048319 12 72 | .02778919 .0003897 8 73 | .02993824 .00048998 10 74 | .03238613 .00077493 9 75 | .0342715 .00050107 8 76 | .03806601 .00177364 14 77 | .04163906 .00042174 11 78 | .04353161 .00073337 13 79 | .04695668 .00142259 12 80 | .04973557 .00076444 13 81 | .051887 .00075619 10 82 | .05602678 .00180971 23 83 | .0608797 .00086193 20 84 | .06430961 .00120057 15 85 | .06675764 .00055315 14 86 | .06885005 .00083958 17 87 | .07227367 .00138163 10 88 | .07917118 .00463551 8 89 | .09153814 .00537626 14 90 | .10409822 .00208011 12 91 | .11071211 .00262738 10 92 | .12064088 .00281979 6 93 | .13237248 .00563549 10 94 | .14668011 .00237605 4 95 | .15970285 .0095443 12 96 | .20287823 .0120882 10 97 | .24512698 .00966065 15 98 | .270222 .00925371 9 99 | .36808939 .05649177 8 100 | 1.1517476 .62188881 14 ------------+------------------------------------ Total | .00596487 .17962077 1,253 . ********************************************************************; . ***************** Table 1 & Tables S3-S4 ***************************; . ********************************************************************; . *OLS REGRESSIONS ON OUTLYING NEGATIVE & SIGNIFICANT OUTCOMES; . summ pos10-neg10s; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- pos10 | 1,253 .1005587 .3008635 0 1 neg10 | 1,253 .1005587 .3008635 0 1 pos10s | 1,253 .0526736 .2234702 0 1 neg10s | 1,253 .0630487 .2431475 0 1 . summ pos10-neg10s [aw=model_brw]; Variable | Obs Weight Mean Std. dev. Min Max -------------+----------------------------------------------------------------- pos10 | 1,253 560.242243 .1000907 .3002407 0 1 neg10 | 1,253 560.242243 .1076047 .3100043 0 1 pos10s | 1,253 560.242243 .0478909 .2136206 0 1 neg10s | 1,253 560.242243 .0661285 .2486058 0 1 . *Table 1, Model 4 & Table S3, Model 1; . reg neg10s proindex stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(teamid) > ; (sum of wgt is 71) Linear regression Number of obs = 1,253 F(13, 70) = . Prob > F = . R-squared = 0.0957 Root MSE = .29076 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- proindex | -.0514097 .0206502 -2.49 0.015 -.0925954 -.0102241 stats_brw | -.070603 .0325733 -2.17 0.034 -.1355684 -.0056375 topic_brw | .0704311 .0269834 2.61 0.011 .0166145 .1242478 t2 | .0121625 .0566233 0.21 0.831 -.100769 .1250941 t3 | .0394081 .0782831 0.50 0.616 -.1167227 .1955389 | mdegree | 1 | -.2952664 .134752 -2.19 0.032 -.5640208 -.0265119 2 | -.1028941 .0934569 -1.10 0.275 -.2892881 .0834999 3 | .0254023 .0612526 0.41 0.680 -.096762 .1475667 4 | .0534134 .0753051 0.71 0.480 -.0967779 .2036047 5 | -.1053593 .0846884 -1.24 0.218 -.274265 .0635465 6 | .0377933 .1017515 0.37 0.711 -.1651436 .2407303 20 | -.0804554 .0706388 -1.14 0.259 -.2213402 .0604293 33 | -.0050147 .0652855 -0.08 0.939 -.1352226 .1251932 34 | -.1347088 .0598728 -2.25 0.028 -.2541214 -.0152961 35 | .161953 .1713399 0.95 0.348 -.1797737 .5036796 36 | -.1259628 .0494257 -2.55 0.013 -.2245392 -.0273863 40 | -.0520105 .1157094 -0.45 0.654 -.2827856 .1787645 | _cons | .2988547 .1269035 2.35 0.021 .0457535 .5519558 ------------------------------------------------------------------------------ . *Table 1, Model 5 & Table S3, Model 2; . reg neg10s p12 p56 stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(teamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.1151 Root MSE = .28774 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | .0809324 .1028085 0.79 0.434 -.1241127 .2859775 p56 | -.1606565 .0642693 -2.50 0.015 -.2888376 -.0324754 stats_brw | -.0664848 .0311382 -2.14 0.036 -.1285881 -.0043816 topic_brw | .0669809 .0244665 2.74 0.008 .018184 .1157777 t2 | .0116382 .0625634 0.19 0.853 -.1131407 .136417 t3 | .0277276 .0770932 0.36 0.720 -.12603 .1814851 | mdegree | 1 | -.3330125 .1321903 -2.52 0.014 -.5966579 -.0693672 2 | -.1239984 .0956794 -1.30 0.199 -.314825 .0668282 3 | .0244739 .0529718 0.46 0.646 -.0811751 .1301228 4 | .0440525 .0658996 0.67 0.506 -.08738 .1754851 5 | -.1305601 .0733674 -1.78 0.079 -.2768867 .0157666 6 | -.0058648 .0822818 -0.07 0.943 -.1699707 .158241 20 | -.0783415 .0722181 -1.08 0.282 -.222376 .0656929 33 | -.0103473 .0580669 -0.18 0.859 -.1261582 .1054635 34 | -.1277286 .0638258 -2.00 0.049 -.2550251 -.0004321 35 | .1645209 .1638627 1.00 0.319 -.162293 .4913348 36 | -.1428256 .0500535 -2.85 0.006 -.2426542 -.0429971 40 | -.0715434 .1287275 -0.56 0.580 -.3282823 .1851956 | _cons | .1638598 .0875085 1.87 0.065 -.0106704 .33839 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ neg10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | -.2415889 .1074294 -2.25 0.028 -.4558501 -.0273277 ------------------------------------------------------------------------------ . *Table S3, Model 3; . reg neg10s group3 stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(teamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(13, 70) = . Prob > F = . R-squared = 0.1179 Root MSE = .28716 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group3 | -.1573043 .0507644 -3.10 0.003 -.2585507 -.0560578 stats_brw | -.0654272 .0303373 -2.16 0.034 -.1259331 -.0049214 topic_brw | .067257 .0250645 2.68 0.009 .0172674 .1172465 t2 | -.0475072 .058734 -0.81 0.421 -.1646485 .069634 t3 | .029602 .0729754 0.41 0.686 -.1159429 .1751469 | mdegree | 1 | -.2435842 .1162299 -2.10 0.040 -.4753975 -.0117709 2 | -.1184538 .0711488 -1.66 0.100 -.2603555 .023448 3 | .0489217 .057117 0.86 0.395 -.0649945 .1628379 4 | .0693801 .0641217 1.08 0.283 -.0585067 .1972668 5 | -.1112886 .0573502 -1.94 0.056 -.2256699 .0030926 6 | -.0126963 .0829546 -0.15 0.879 -.1781441 .1527514 20 | -.0471713 .0784474 -0.60 0.550 -.2036298 .1092871 33 | -.0175965 .0503481 -0.35 0.728 -.1180125 .0828196 34 | -.0991049 .0506376 -1.96 0.054 -.2000984 .0018886 35 | .1654668 .1266058 1.31 0.196 -.0870405 .4179742 36 | -.1670532 .048255 -3.46 0.001 -.2632948 -.0708117 40 | -.0812835 .1189473 -0.68 0.497 -.3185164 .1559494 | _cons | .1588316 .0654604 2.43 0.018 .028275 .2893882 ------------------------------------------------------------------------------ . *Table 1, Model 6 & Table S3, Model 4; . reg neg10s group1 group3 stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(te > amid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.1331 Root MSE = .28479 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | .1499767 .1231782 1.22 0.227 -.0956945 .3956478 group3 | -.1238967 .0439937 -2.82 0.006 -.2116394 -.0361541 stats_brw | -.0587452 .0288513 -2.04 0.046 -.1162873 -.001203 topic_brw | .0694603 .0267588 2.60 0.011 .0160915 .1228291 t2 | -.0013585 .0631055 -0.02 0.983 -.1272186 .1245015 t3 | .0486447 .0798961 0.61 0.545 -.110703 .2079925 | mdegree | 1 | -.3201665 .1375127 -2.33 0.023 -.5944268 -.0459062 2 | -.0635652 .0910883 -0.70 0.488 -.245235 .1181047 3 | .0376362 .048464 0.78 0.440 -.0590221 .1342946 4 | .0693089 .0656209 1.06 0.295 -.0615678 .2001856 5 | -.1151151 .0721569 -1.60 0.115 -.2590274 .0287973 6 | .0070074 .0952643 0.07 0.942 -.1829913 .1970061 20 | -.0524606 .070178 -0.75 0.457 -.1924263 .0875051 33 | -.0241572 .0654989 -0.37 0.713 -.1547906 .1064762 34 | -.0836895 .0398353 -2.10 0.039 -.1631384 -.0042405 35 | .1775515 .1410087 1.26 0.212 -.1036816 .4587845 36 | -.2900922 .1251741 -2.32 0.023 -.5397441 -.0404403 40 | -.1214856 .0873134 -1.39 0.169 -.2956267 .0526554 | _cons | .1075995 .0838129 1.28 0.203 -.0595601 .2747591 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ neg10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | -.2738734 .1252005 -2.19 0.032 -.5235778 -.024169 ------------------------------------------------------------------------------ . *Table S3, Model 5; . reg neg10s p12 p56 pbelief stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(t > eamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.1233 Root MSE = .28652 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | .0970898 .0949447 1.02 0.310 -.0922714 .286451 p56 | -.1516408 .0648077 -2.34 0.022 -.2808957 -.022386 pbelief | -.081718 .0464331 -1.76 0.083 -.1743259 .0108899 stats_brw | -.0676388 .0301001 -2.25 0.028 -.1276716 -.0076059 topic_brw | .0659893 .0239898 2.75 0.008 .0181432 .1138355 t2 | .0276096 .0597366 0.46 0.645 -.0915314 .1467505 t3 | .0415476 .0744419 0.56 0.579 -.106922 .1900172 | mdegree | 1 | -.2486173 .131936 -1.88 0.064 -.5117553 .0145207 2 | -.1021555 .0968987 -1.05 0.295 -.2954138 .0911028 3 | .0762086 .060993 1.25 0.216 -.0454381 .1978553 4 | .0851661 .0727691 1.17 0.246 -.0599673 .2302994 5 | -.0384501 .0931219 -0.41 0.681 -.2241759 .1472757 6 | .0293707 .0804285 0.37 0.716 -.1310389 .1897804 20 | -.0364193 .0763789 -0.48 0.635 -.1887523 .1159136 33 | .0402018 .0607015 0.66 0.510 -.0808636 .1612672 34 | -.0628176 .0751226 -0.84 0.406 -.2126448 .0870097 35 | .210693 .158238 1.33 0.187 -.1049027 .5262887 36 | -.0864461 .0631347 -1.37 0.175 -.2123642 .039472 40 | -.0262977 .1227139 -0.21 0.831 -.2710429 .2184475 | _cons | .1408614 .0874328 1.61 0.112 -.0335178 .3152406 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ neg10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | -.2487306 .096823 -2.57 0.012 -.4418381 -.0556232 ------------------------------------------------------------------------------ . *Table S3, Model 6; . reg neg10s group1 group3 pbelief stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , clus > ter(teamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.1430 Root MSE = .28329 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | .1658316 .1177303 1.41 0.163 -.0689741 .4006373 group3 | -.1149011 .0446993 -2.57 0.012 -.204051 -.0257512 pbelief | -.0897649 .0484864 -1.85 0.068 -.1864679 .0069381 stats_brw | -.0597737 .0272556 -2.19 0.032 -.1141333 -.0054141 topic_brw | .067824 .0254989 2.66 0.010 .016968 .11868 t2 | .0180917 .0596005 0.30 0.762 -.1007777 .1369611 t3 | .061932 .0772992 0.80 0.426 -.0922364 .2161004 | mdegree | 1 | -.2280131 .1365554 -1.67 0.099 -.5003642 .0443381 2 | -.0428714 .0903828 -0.47 0.637 -.2231342 .1373915 3 | .0925248 .0614184 1.51 0.136 -.0299704 .21502 4 | .1121681 .0739262 1.52 0.134 -.035273 .2596092 5 | -.0153821 .0957795 -0.16 0.873 -.2064082 .1756441 6 | .0446408 .0931117 0.48 0.633 -.1410647 .2303462 20 | -.0087984 .0744362 -0.12 0.906 -.1572567 .1396599 33 | .0299252 .0657983 0.45 0.651 -.1013053 .1611557 34 | -.0117874 .0501037 -0.24 0.815 -.1117161 .0881413 35 | .227659 .1371461 1.66 0.101 -.0458703 .5011883 36 | -.2357751 .1270487 -1.86 0.068 -.4891656 .0176155 40 | -.076162 .0842944 -0.90 0.369 -.244282 .0919579 | _cons | .0852305 .0824897 1.03 0.305 -.07929 .2497509 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ neg10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | -.2807327 .118737 -2.36 0.021 -.517546 -.0439193 ------------------------------------------------------------------------------ . *REGRESSIONS ON OUTLYING POSITIVE & SIGNIFICANT COEFFICIENTS; . *Table 1, Model 7 & Table S4, Model 1; . reg pos10s proindex stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(teamid) > ; (sum of wgt is 71) Linear regression Number of obs = 1,253 F(13, 70) = . Prob > F = . R-squared = 0.0869 Root MSE = .2449 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- proindex | .0192455 .0115145 1.67 0.099 -.0037194 .0422103 stats_brw | .0209144 .0168047 1.24 0.217 -.0126015 .0544303 topic_brw | -.0209403 .0134953 -1.55 0.125 -.0478558 .0059751 t2 | .0278721 .0372607 0.75 0.457 -.046442 .1021861 t3 | .0218568 .0313074 0.70 0.487 -.0405838 .0842974 | mdegree | 1 | .4802214 .0696325 6.90 0.000 .3413438 .619099 2 | .0611769 .0501873 1.22 0.227 -.0389185 .1612723 3 | .0549283 .0242916 2.26 0.027 .0064803 .1033763 4 | .1082576 .0415449 2.61 0.011 .0253989 .1911163 5 | .2922169 .1067966 2.74 0.008 .0792178 .505216 6 | .0359115 .0383373 0.94 0.352 -.0405499 .1123729 20 | .1453303 .0743141 1.96 0.055 -.0028845 .2935452 33 | .1123582 .068277 1.65 0.104 -.023816 .2485324 34 | .0400006 .0223524 1.79 0.078 -.0045798 .084581 35 | .2262991 .1465304 1.54 0.127 -.0659465 .5185448 36 | .0318941 .0292981 1.09 0.280 -.0265391 .0903274 40 | .0963042 .0290565 3.31 0.001 .0383528 .1542556 | _cons | -.1313411 .0771212 -1.70 0.093 -.2851545 .0224723 ------------------------------------------------------------------------------ . *Table 1, Model 8 & Table S4, Model 2; . reg pos10s p12 p56 stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(teamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0909 Root MSE = .24447 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.1303656 .0568758 -2.29 0.025 -.2438009 -.0169303 p56 | -.0161202 .0412526 -0.39 0.697 -.0983958 .0661554 stats_brw | .0214705 .0163152 1.32 0.192 -.0110691 .0540101 topic_brw | -.0286732 .0149169 -1.92 0.059 -.058424 .0010775 t2 | .0008766 .0390577 0.02 0.982 -.0770216 .0787748 t3 | .0008057 .0324458 0.02 0.980 -.0639055 .0655169 | mdegree | 1 | .4931991 .0646379 7.63 0.000 .3642828 .6221154 2 | -.0409355 .0679387 -0.60 0.549 -.1764351 .094564 3 | .0301434 .0242925 1.24 0.219 -.0183064 .0785932 4 | .0751496 .0395665 1.90 0.062 -.0037633 .1540625 5 | .2427746 .092813 2.62 0.011 .0576649 .4278844 6 | -.0112252 .0454809 -0.25 0.806 -.1019339 .0794836 20 | .114996 .0731845 1.57 0.121 -.0309658 .2609578 33 | .0762296 .0746332 1.02 0.311 -.0726217 .2250809 34 | .014046 .0241156 0.58 0.562 -.034051 .062143 35 | .1858776 .1551776 1.20 0.235 -.1236143 .4953696 36 | .0212165 .0258179 0.82 0.414 -.0302758 .0727087 40 | .0540677 .0328363 1.65 0.104 -.0114223 .1195577 | _cons | .0220231 .0624401 0.35 0.725 -.1025097 .1465559 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ pos10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .1142454 .0458145 2.49 0.015 .0228713 .2056195 ------------------------------------------------------------------------------ . *Table S4, Model 3; . reg pos10s group1 stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(teamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(13, 70) = . Prob > F = . R-squared = 0.0886 Root MSE = .24468 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.079337 .0312599 -2.54 0.013 -.1416829 -.0169912 stats_brw | .0196986 .0166176 1.19 0.240 -.0134442 .0528415 topic_brw | -.0244971 .0137417 -1.78 0.079 -.051904 .0029099 t2 | .0131887 .0369941 0.36 0.723 -.0605937 .086971 t3 | .0142382 .0304584 0.47 0.642 -.0465091 .0749856 | mdegree | 1 | .4691629 .0577056 8.13 0.000 .3540727 .5842531 2 | -.0075748 .0351633 -0.22 0.830 -.0777058 .0625562 3 | .0367904 .0185457 1.98 0.051 -.0001977 .0737786 4 | .0853581 .0377603 2.26 0.027 .0100475 .1606687 5 | .2537934 .0911905 2.78 0.007 .0719196 .4356671 6 | .006502 .0310403 0.21 0.835 -.0554059 .06841 20 | .122762 .0715496 1.72 0.091 -.0199391 .2654631 33 | .0916475 .061225 1.50 0.139 -.030462 .2137569 34 | .0065261 .0100545 0.65 0.518 -.013527 .0265791 35 | .1951032 .1509671 1.29 0.200 -.1059911 .4961975 36 | .0683229 .0335116 2.04 0.045 .0014861 .1351596 40 | .0865989 .027245 3.18 0.002 .0322604 .1409374 | _cons | -.0082247 .0314766 -0.26 0.795 -.0710029 .0545535 ------------------------------------------------------------------------------ . *Table 1, Model 9 & Table S4, Model 4; . reg pos10s group1 group3 stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(te > amid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(14, 70) = . Prob > F = . R-squared = 0.0893 Root MSE = .24468 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0695299 .037774 -1.84 0.070 -.1448677 .0058078 group3 | .0173149 .0339734 0.51 0.612 -.0504429 .0850727 stats_brw | .0185729 .0169578 1.10 0.277 -.0152483 .0523941 topic_brw | -.0230389 .0144269 -1.60 0.115 -.0518126 .0057347 t2 | .0208351 .0384056 0.54 0.589 -.0557625 .0974326 t3 | .0159298 .0304898 0.52 0.603 -.0448801 .0767398 | mdegree | 1 | .4759843 .0590043 8.07 0.000 .358304 .5936647 2 | .0127327 .0526397 0.24 0.810 -.0922539 .1177194 3 | .0416704 .0213894 1.95 0.055 -.0009893 .0843301 4 | .0915796 .0359785 2.55 0.013 .0198228 .1633364 5 | .2692067 .0973468 2.77 0.007 .0750546 .4633587 6 | .0216992 .0434747 0.50 0.619 -.0650084 .1084067 20 | .1271541 .0726923 1.75 0.085 -.0178262 .2721344 33 | .1018247 .0693412 1.47 0.146 -.0364719 .2401213 34 | .0119362 .0131417 0.91 0.367 -.0142741 .0381465 35 | .2045159 .1460032 1.40 0.166 -.0866782 .4957101 36 | .0764449 .0370088 2.07 0.043 .0026333 .1502566 40 | .0993631 .035338 2.81 0.006 .0288837 .1698425 | _cons | -.0275794 .0477481 -0.58 0.565 -.12281 .0676511 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ pos10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0868448 .0346823 2.50 0.015 .0176731 .1560166 ------------------------------------------------------------------------------ . *Table S4, Model 5; . reg pos10s p12 p56 pbelief stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , cluster(t > eamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.0914 Root MSE = .24451 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.1271995 .057451 -2.21 0.030 -.2417819 -.012617 p56 | -.0143535 .040546 -0.35 0.724 -.0952199 .0665129 pbelief | -.0160132 .0302813 -0.53 0.599 -.0764074 .044381 stats_brw | .0212444 .0163403 1.30 0.198 -.0113453 .053834 topic_brw | -.0288675 .0151473 -1.91 0.061 -.0590779 .0013428 t2 | .0040063 .0397994 0.10 0.920 -.0753711 .0833837 t3 | .0035138 .033224 0.11 0.916 -.0627493 .0697769 | mdegree | 1 | .5097369 .0739368 6.89 0.000 .3622746 .6571993 2 | -.0366553 .0674455 -0.54 0.589 -.1711711 .0978606 3 | .0402812 .0279574 1.44 0.154 -.0154781 .0960405 4 | .0832061 .0409758 2.03 0.046 .0014825 .1649296 5 | .2608242 .0943573 2.76 0.007 .0726345 .4490139 6 | -.0043205 .0445577 -0.10 0.923 -.093188 .0845469 20 | .1232109 .074822 1.65 0.104 -.0260168 .2724386 33 | .086135 .0698583 1.23 0.222 -.0531929 .2254629 34 | .0267657 .0307714 0.87 0.387 -.0346058 .0881373 35 | .1949254 .1569595 1.24 0.218 -.1181206 .5079713 36 | .0322644 .0259146 1.25 0.217 -.0194207 .0839495 40 | .0629339 .0312504 2.01 0.048 .000607 .1252608 | _cons | .0175164 .0619919 0.28 0.778 -.1061225 .1411553 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ pos10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .1128459 .0467086 2.42 0.018 .0196885 .2060034 ------------------------------------------------------------------------------ . *Table S4, Model 6; . reg pos10s group1 group3 pbelief stats_brw topic_brw t2 t3 i.mdegree [iw=1/nmodel] , clus > ter(teamid); (sum of wgt is 71) Linear regression Number of obs = 1,253 F(15, 70) = . Prob > F = . R-squared = 0.0900 Root MSE = .24469 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.0661129 .0386616 -1.71 0.092 -.1432211 .0109953 group3 | .0192536 .0335447 0.57 0.568 -.0476492 .0861564 pbelief | -.019346 .0288505 -0.67 0.505 -.0768865 .0381944 stats_brw | .0183513 .0169817 1.08 0.284 -.0155177 .0522202 topic_brw | -.0233916 .0146659 -1.59 0.115 -.0526418 .0058586 t2 | .025027 .0389696 0.64 0.523 -.0526954 .1027493 t3 | .0187935 .0311479 0.60 0.548 -.043329 .080916 | mdegree | 1 | .4958451 .0686207 7.23 0.000 .3589854 .6327049 2 | .0171927 .0523893 0.33 0.744 -.0872946 .1216799 3 | .0534999 .0256498 2.09 0.041 .0023431 .1046568 4 | .1008165 .0371163 2.72 0.008 .0267904 .1748426 5 | .290701 .0988089 2.94 0.004 .0936329 .4877691 6 | .0298099 .042506 0.70 0.485 -.0549657 .1145855 20 | .1365642 .0742106 1.84 0.070 -.0114441 .2845724 33 | .1134805 .0658452 1.72 0.089 -.0178437 .2448046 34 | .0274325 .0263899 1.04 0.302 -.0252005 .0800654 35 | .215315 .1478615 1.46 0.150 -.0795855 .5102155 36 | .0881513 .0339918 2.59 0.012 .0203568 .1559458 40 | .1091312 .0324515 3.36 0.001 .0444086 .1738537 | _cons | -.0324004 .0475731 -0.68 0.498 -.127282 .0624812 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ pos10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .0853665 .0357731 2.39 0.020 .0140194 .1567137 ------------------------------------------------------------------------------ . *make a pscore that averages 1 for balanced weighting; . gen pscore_1 = pscore - 3.190467; (1 missing value generated) . ************************** Lower Portion of Tables S3 & S4 ********************************* > *****; . *WEIGHTED BY PEER REFEREE SCORES; . reg neg10s proindex stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , clus > ter(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(13, 66) = . Prob > F = . R-squared = 0.0989 Root MSE = .24534 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- proindex | -.0465462 .0210721 -2.21 0.031 -.0886181 -.0044742 stats_brw | -.0800458 .0296744 -2.70 0.009 -.1392926 -.0207989 topic_brw | .0711008 .0258572 2.75 0.008 .0194753 .1227263 t2 | -.0105973 .0522731 -0.20 0.840 -.1149638 .0937693 t3 | -.0037455 .0726281 -0.05 0.959 -.1487522 .1412612 | mdegree | 2 | -.1313624 .0864616 -1.52 0.133 -.3039886 .0412637 3 | .017905 .0459529 0.39 0.698 -.073843 .1096529 4 | -.0163943 .0640422 -0.26 0.799 -.1442587 .1114701 5 | -.1074173 .0830133 -1.29 0.200 -.2731587 .058324 6 | -.0191412 .0769557 -0.25 0.804 -.1727881 .1345057 20 | -.0992259 .060696 -1.63 0.107 -.2204095 .0219576 33 | -.0645836 .0377589 -1.71 0.092 -.1399716 .0108044 34 | -.1263344 .0537945 -2.35 0.022 -.2337385 -.0189303 35 | .1161334 .1597213 0.73 0.470 -.2027605 .4350274 36 | -.1064552 .0532291 -2.00 0.050 -.2127305 -.0001799 40 | .0019868 .1132166 0.02 0.986 -.2240574 .2280311 | _cons | .3108095 .1256457 2.47 0.016 .0599497 .5616693 ------------------------------------------------------------------------------ . reg neg10s p12 p56 stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , clust > er(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(14, 66) = . Prob > F = . R-squared = 0.1114 Root MSE = .24374 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | .051285 .1017669 0.50 0.616 -.1518992 .2544692 p56 | -.1358752 .0544966 -2.49 0.015 -.2446812 -.0270691 stats_brw | -.0783249 .0292999 -2.67 0.009 -.136824 -.0198258 topic_brw | .0699986 .0243328 2.88 0.005 .0214165 .1185806 t2 | -.0349007 .0564324 -0.62 0.538 -.1475716 .0777701 t3 | -.0328399 .0726039 -0.45 0.653 -.1777981 .1121184 | mdegree | 2 | -.1576279 .0925591 -1.70 0.093 -.3424282 .0271723 3 | .0261512 .0389551 0.67 0.504 -.0516251 .1039276 4 | -.0174139 .063651 -0.27 0.785 -.1444972 .1096694 5 | -.1247997 .0740996 -1.68 0.097 -.2727444 .0231449 6 | -.0413217 .0637394 -0.65 0.519 -.1685815 .085938 20 | -.0895059 .0641235 -1.40 0.167 -.2175327 .0385209 33 | -.0423324 .0253936 -1.67 0.100 -.0930324 .0083677 34 | -.1216707 .0559458 -2.17 0.033 -.2333702 -.0099713 35 | .1264116 .1530565 0.83 0.412 -.1791756 .4319987 36 | -.1067581 .0492523 -2.17 0.034 -.2050934 -.0084227 40 | .0023344 .119725 0.02 0.985 -.2367042 .241373 | _cons | .1969464 .085967 2.29 0.025 .0253077 .3685851 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ neg10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | -.1871602 .1012407 -1.85 0.069 -.3892938 .0149734 ------------------------------------------------------------------------------ . reg neg10s group3 stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , cluste > r(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(13, 66) = . Prob > F = . R-squared = 0.1080 Root MSE = .2441 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group3 | -.1171104 .0421151 -2.78 0.007 -.2011959 -.033025 stats_brw | -.0770725 .0288292 -2.67 0.009 -.1346319 -.0195131 topic_brw | .0690069 .025406 2.72 0.008 .0182822 .1197316 t2 | -.075691 .0552917 -1.37 0.176 -.1860845 .0347025 t3 | -.0179422 .0693502 -0.26 0.797 -.1564044 .1205199 | mdegree | 2 | -.124823 .0693442 -1.80 0.076 -.2632732 .0136272 3 | .0585809 .0402443 1.46 0.150 -.0217695 .1389313 4 | .0057459 .0625449 0.09 0.927 -.119129 .1306208 5 | -.0896463 .0564913 -1.59 0.117 -.2024347 .0231421 6 | -.0281624 .0644516 -0.44 0.664 -.1568442 .1005194 20 | -.055195 .0677629 -0.81 0.418 -.190488 .0800979 33 | -.0402773 .0256917 -1.57 0.122 -.0915724 .0110178 34 | -.0979165 .0436638 -2.24 0.028 -.185094 -.010739 35 | .1442689 .1283843 1.12 0.265 -.1120586 .4005963 36 | -.1170374 .0441976 -2.65 0.010 -.2052809 -.028794 40 | .00259 .1113161 0.02 0.982 -.2196597 .2248398 | _cons | .1636221 .0644708 2.54 0.014 .0349019 .2923423 ------------------------------------------------------------------------------ . reg neg10s group1 group3 stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , > cluster(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(14, 66) = . Prob > F = . R-squared = 0.1167 Root MSE = .24301 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | .1148949 .0956985 1.20 0.234 -.0761733 .3059632 group3 | -.0895392 .0383693 -2.33 0.023 -.166146 -.0129324 stats_brw | -.0744307 .0295229 -2.52 0.014 -.133375 -.0154864 topic_brw | .0718007 .0265312 2.71 0.009 .0188295 .1247719 t2 | -.0433521 .0570976 -0.76 0.450 -.1573511 .0706469 t3 | -.003659 .0757419 -0.05 0.962 -.1548825 .1475645 | mdegree | 2 | -.0802053 .0840889 -0.95 0.344 -.2480943 .0876837 3 | .0541153 .0386987 1.40 0.167 -.0231493 .1313798 4 | .0137743 .0663312 0.21 0.836 -.1186603 .1462089 5 | -.0891165 .0743284 -1.20 0.235 -.237518 .059285 6 | -.0124423 .0724334 -0.17 0.864 -.1570602 .1321757 20 | -.0544799 .0636929 -0.86 0.395 -.1816468 .072687 33 | -.0420479 .0273076 -1.54 0.128 -.0965692 .0124735 34 | -.0836426 .0362155 -2.31 0.024 -.1559493 -.011336 35 | .1521796 .1387813 1.10 0.277 -.1249062 .4292654 36 | -.207419 .1015461 -2.04 0.045 -.4101623 -.0046758 40 | -.0429334 .0943158 -0.46 0.650 -.231241 .1453742 | _cons | .122099 .077697 1.57 0.121 -.033028 .277226 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ neg10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | -.2044342 .0965348 -2.12 0.038 -.3971721 -.0116962 ------------------------------------------------------------------------------ . reg neg10s p12 p56 pbelief stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , > cluster(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(15, 66) = . Prob > F = . R-squared = 0.1232 Root MSE = .24223 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | .0876503 .0911167 0.96 0.340 -.09427 .2695706 p56 | -.1236214 .0532218 -2.32 0.023 -.2298822 -.0173606 pbelief | -.0922486 .0410199 -2.25 0.028 -.1741474 -.0103497 stats_brw | -.0815242 .028154 -2.90 0.005 -.1377355 -.025313 topic_brw | .0727756 .0252171 2.89 0.005 .022428 .1231232 t2 | .003029 .0523357 0.06 0.954 -.1014625 .1075205 t3 | .0040406 .0683728 0.06 0.953 -.13247 .1405512 | mdegree | 2 | -.1060753 .0928323 -1.14 0.257 -.291421 .0792704 3 | .0842005 .0504981 1.67 0.100 -.0166222 .1850232 4 | .0351823 .0669245 0.53 0.601 -.0984368 .1688013 5 | -.0090089 .0909846 -0.10 0.921 -.1906656 .1726478 6 | .0107908 .0684925 0.16 0.875 -.1259589 .1475404 20 | -.0368671 .0686598 -0.54 0.593 -.1739509 .1002166 33 | .0380712 .041058 0.93 0.357 -.0439037 .1200461 34 | -.0431259 .0643407 -0.67 0.505 -.1715864 .0853345 35 | .1843243 .1482627 1.24 0.218 -.1116918 .4803404 36 | -.0471103 .0546335 -0.86 0.392 -.1561896 .061969 40 | .0470167 .1077822 0.44 0.664 -.1681775 .2622109 | _cons | .1469293 .0840397 1.75 0.085 -.0208614 .31472 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ neg10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | -.2112717 .0863378 -2.45 0.017 -.3836506 -.0388927 ------------------------------------------------------------------------------ . reg neg10s group1 group3 pbelief stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmode > l)] , cluster(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(15, 66) = . Prob > F = . R-squared = 0.1296 Root MSE = .24133 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust neg10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | .139583 .0887911 1.57 0.121 -.0376941 .3168601 group3 | -.0797523 .0380478 -2.10 0.040 -.1557172 -.0037874 pbelief | -.0961504 .0428931 -2.24 0.028 -.1817893 -.0105115 stats_brw | -.0775516 .0280384 -2.77 0.007 -.1335321 -.0215712 topic_brw | .0737104 .0266884 2.76 0.007 .0204253 .1269955 t2 | -.0034236 .0527557 -0.06 0.948 -.1087538 .1019067 t3 | .0310002 .0714251 0.43 0.666 -.1116047 .173605 | mdegree | 2 | -.0341481 .0832766 -0.41 0.683 -.2004151 .1321189 3 | .1126811 .0520686 2.16 0.034 .0087228 .2166395 4 | .0651275 .0690483 0.94 0.349 -.0727319 .2029869 5 | .0300431 .0911132 0.33 0.743 -.1518702 .2119565 6 | .0395947 .0761617 0.52 0.605 -.1124672 .1916565 20 | -.0026502 .0675055 -0.04 0.969 -.1374293 .1321289 33 | .0409798 .0425424 0.96 0.339 -.0439589 .1259184 34 | -.0012524 .0472991 -0.03 0.979 -.095688 .0931833 35 | .2102586 .1353431 1.55 0.125 -.0599627 .4804798 36 | -.1559623 .0956031 -1.63 0.108 -.34684 .0349155 40 | -.0046799 .0802795 -0.06 0.954 -.164963 .1556032 | _cons | .0768542 .0752682 1.02 0.311 -.0734236 .2271321 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ neg10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | -.2193353 .08769 -2.50 0.015 -.394414 -.0442566 ------------------------------------------------------------------------------ . *REGRESSIONS ON OUTLYING POSITIVE & SIGNIFICANT COEFFICIENTS; . reg pos10s proindex stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , clus > ter(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(13, 66) = . Prob > F = . R-squared = 0.1194 Root MSE = .31353 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- proindex | .0351749 .0159658 2.20 0.031 .0032981 .0670517 stats_brw | .0154422 .019114 0.81 0.422 -.0227201 .0536045 topic_brw | -.0162385 .0172212 -0.94 0.349 -.0506217 .0181447 t2 | .0762606 .0828234 0.92 0.361 -.0891017 .2416228 t3 | .0458988 .050642 0.91 0.368 -.0552113 .1470089 | mdegree | 2 | .1370986 .0768166 1.78 0.079 -.0162706 .2904678 3 | .0706587 .0263462 2.68 0.009 .0180568 .1232607 4 | .2407676 .0803844 3.00 0.004 .080275 .4012601 5 | .3363176 .1281305 2.62 0.011 .0804969 .5921384 6 | .041046 .0500986 0.82 0.416 -.058979 .141071 20 | .1218455 .0781094 1.56 0.124 -.034105 .277796 33 | .3157411 .0752661 4.19 0.000 .1654676 .4660146 34 | .0649582 .0310644 2.09 0.040 .0029362 .1269803 35 | .3077899 .1346633 2.29 0.025 .0389259 .5766539 36 | .0726694 .0403198 1.80 0.076 -.0078317 .1531706 40 | .1348948 .041739 3.23 0.002 .0515602 .2182294 | _cons | -.2524659 .1141022 -2.21 0.030 -.4802782 -.0246535 ------------------------------------------------------------------------------ . reg pos10s p12 p56 stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , clust > er(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(14, 66) = . Prob > F = . R-squared = 0.1160 Root MSE = .31426 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.1152686 .0743141 -1.55 0.126 -.2636416 .0331043 p56 | .0089354 .0620838 0.14 0.886 -.1150189 .1328898 stats_brw | .0135218 .0193327 0.70 0.487 -.0250772 .0521208 topic_brw | -.0194527 .0190191 -1.02 0.310 -.0574256 .0185202 t2 | .0653919 .0851535 0.77 0.445 -.1046225 .2354064 t3 | .0433954 .0531358 0.82 0.417 -.0626935 .1494844 | mdegree | 2 | .03489 .0962148 0.36 0.718 -.157209 .2269891 3 | .0338326 .0292335 1.16 0.251 -.024534 .0921992 4 | .2070813 .0760303 2.72 0.008 .0552818 .3588807 5 | .2754028 .1159939 2.37 0.020 .0438134 .5069921 6 | -.0032399 .064185 -0.05 0.960 -.1313893 .1249096 20 | .0810267 .0826701 0.98 0.331 -.0840294 .2460828 33 | .2843868 .0801163 3.55 0.001 .1244294 .4443442 34 | .0159845 .0324583 0.49 0.624 -.0488206 .0807896 35 | .2580702 .1432327 1.80 0.076 -.0279031 .5440436 36 | .037505 .0371152 1.01 0.316 -.0365979 .1116079 40 | .076103 .0459205 1.66 0.102 -.0155803 .1677864 | _cons | -.0479969 .0895724 -0.54 0.594 -.2268339 .1308401 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ pos10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .1242041 .063034 1.97 0.053 -.0016474 .2500555 ------------------------------------------------------------------------------ . reg pos10s group1 stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , cluste > r(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(13, 66) = . Prob > F = . R-squared = 0.1172 Root MSE = .31392 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.1111983 .0495061 -2.25 0.028 -.2100404 -.0123561 stats_brw | .0114977 .0194437 0.59 0.556 -.0273228 .0503183 topic_brw | -.0176942 .0178195 -0.99 0.324 -.053272 .0178835 t2 | .0641144 .0858847 0.75 0.458 -.10736 .2355887 t3 | .0428656 .0522838 0.82 0.415 -.0615223 .1472536 | mdegree | 2 | .0269562 .055231 0.49 0.627 -.0833161 .1372286 3 | .0306613 .0175711 1.74 0.086 -.0044206 .0657432 4 | .2057321 .0765971 2.69 0.009 .0528011 .3586631 5 | .2684597 .103178 2.60 0.011 .0624583 .4744612 6 | -.0075673 .0426413 -0.18 0.860 -.0927035 .0775688 20 | .0780266 .0755695 1.03 0.306 -.0728528 .228906 33 | .2865515 .0767593 3.73 0.000 .1332966 .4398064 34 | .001544 .0077747 0.20 0.843 -.0139787 .0170668 35 | .2553772 .1415054 1.80 0.076 -.0271474 .5379018 36 | .1056525 .0522628 2.02 0.047 .0013064 .2099985 40 | .1165187 .0499435 2.33 0.023 .0168033 .216234 | _cons | -.0390903 .0535244 -0.73 0.468 -.1459553 .0677747 ------------------------------------------------------------------------------ . reg pos10s group1 group3 stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , > cluster(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(14, 66) = . Prob > F = . R-squared = 0.1177 Root MSE = .31397 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.1258313 .063437 -1.98 0.051 -.2524873 .0008247 group3 | -.0203365 .0632568 -0.32 0.749 -.1466328 .1059599 stats_brw | .0113951 .0195765 0.58 0.562 -.0276906 .0504809 topic_brw | -.018141 .0183776 -0.99 0.327 -.0548331 .0185511 t2 | .0518197 .0750705 0.69 0.492 -.0980633 .2017027 t3 | .0410634 .0495478 0.83 0.410 -.057862 .1399888 | mdegree | 2 | .0043937 .0770485 0.06 0.955 -.1494385 .1582259 3 | .0275337 .0212351 1.30 0.199 -.0148636 .069931 4 | .2018425 .0707055 2.85 0.006 .0606745 .3430105 5 | .2537176 .1091318 2.32 0.023 .0358289 .4716064 6 | -.0205154 .0632051 -0.32 0.747 -.1467086 .1056777 20 | .0752538 .0791574 0.95 0.345 -.082789 .2332966 33 | .2833653 .0809249 3.50 0.001 .1217935 .4449372 34 | -.0079287 .0321584 -0.25 0.806 -.0721351 .0562777 35 | .247975 .1494755 1.66 0.102 -.0504625 .5464125 36 | .1001558 .0566781 1.77 0.082 -.0130057 .2133172 40 | .1054472 .0662531 1.59 0.116 -.0268314 .2377258 | _cons | -.016938 .0713356 -0.24 0.813 -.1593641 .1254881 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ pos10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .1054949 .0540269 1.95 0.055 -.0023733 .213363 ------------------------------------------------------------------------------ . reg pos10s p12 p56 pbelief stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmodel)] , > cluster(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(15, 66) = . Prob > F = . R-squared = 0.1161 Root MSE = .3144 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.1169218 .0712291 -1.64 0.105 -.2591353 .0252917 p56 | .0083784 .0602538 0.14 0.890 -.1119223 .128679 pbelief | .0041937 .0512743 0.08 0.935 -.0981788 .1065661 stats_brw | .0136673 .0190175 0.72 0.475 -.0243025 .051637 topic_brw | -.019579 .0187761 -1.04 0.301 -.0570666 .0179086 t2 | .0636676 .0849913 0.75 0.456 -.106023 .2333583 t3 | .0417188 .0545913 0.76 0.447 -.0672762 .1507138 | mdegree | 2 | .0325464 .0915885 0.36 0.723 -.1503159 .2154087 3 | .0311937 .039727 0.79 0.435 -.0481239 .1105113 4 | .2046902 .0733827 2.79 0.007 .0581769 .3512035 5 | .2701389 .1202698 2.25 0.028 .0300124 .5102653 6 | -.0056089 .0652207 -0.09 0.932 -.1358262 .1246084 20 | .0786338 .0891651 0.88 0.381 -.0993901 .2566577 33 | .2807316 .0854101 3.29 0.002 .1102048 .4512585 34 | .0124138 .0473308 0.26 0.794 -.0820851 .1069128 35 | .2554375 .1445595 1.77 0.082 -.0331848 .5440598 36 | .0347934 .043366 0.80 0.425 -.0517897 .1213765 40 | .0740718 .0458283 1.62 0.111 -.0174274 .1655709 | _cons | -.0457231 .0852996 -0.54 0.594 -.2160291 .124583 ------------------------------------------------------------------------------ . lincom p56-p12; ( 1) - p12 + p56 = 0 ------------------------------------------------------------------------------ pos10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .1253002 .063962 1.96 0.054 -.0024041 .2530045 ------------------------------------------------------------------------------ . reg pos10s group1 group3 pbelief stats_brw topic_brw t2 t3 i.mdegree [iw=1/(pscore_1*nmode > l)] , cluster(teamid); (sum of wgt is 93.49361655574957) Linear regression Number of obs = 1,178 F(15, 66) = . Prob > F = . R-squared = 0.1177 Root MSE = .3141 (Std. err. adjusted for 67 clusters in teamid) ------------------------------------------------------------------------------ | Robust pos10s | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.1275002 .0622256 -2.05 0.044 -.2517377 -.0032626 group3 | -.020998 .0622678 -0.34 0.737 -.1453197 .1033236 pbelief | .0064995 .0503439 0.13 0.898 -.0940153 .1070143 stats_brw | .0116061 .0191082 0.61 0.546 -.0265446 .0497568 topic_brw | -.0182701 .0181641 -1.01 0.318 -.0545358 .0179957 t2 | .0491207 .0731226 0.67 0.504 -.0968733 .1951146 t3 | .0387206 .0511918 0.76 0.452 -.0634871 .1409282 | mdegree | 2 | .0012804 .0736029 0.02 0.986 -.1456725 .1482333 3 | .0235748 .0363259 0.65 0.519 -.0489522 .0961019 4 | .1983712 .0680652 2.91 0.005 .0624746 .3342678 5 | .2456628 .1151306 2.13 0.037 .0157972 .4755284 6 | -.024033 .0650999 -0.37 0.713 -.1540091 .1059432 20 | .0717503 .0878646 0.82 0.417 -.103677 .2471776 33 | .2777529 .0857292 3.24 0.002 .1065891 .4489167 34 | -.013498 .0491262 -0.27 0.784 -.1115816 .0845857 35 | .244049 .1507999 1.62 0.110 -.0570327 .5451308 36 | .0966775 .0590544 1.64 0.106 -.0212284 .2145833 40 | .1028614 .0667972 1.54 0.128 -.0305036 .2362264 | _cons | -.0138796 .0682679 -0.20 0.840 -.1501809 .1224218 ------------------------------------------------------------------------------ . lincom group3-group1; ( 1) - group1 + group3 = 0 ------------------------------------------------------------------------------ pos10s | Coefficient Std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- (1) | .1065021 .0547233 1.95 0.056 -.0027566 .2157608 ------------------------------------------------------------------------------ . *RELATIONSHIP BETWEEN NEW MEASURE OF QUALITY OF RESEARCH AND PRO-IMMIGRATION INDEX; . *NOTE THESE REGRESSIONS LOSE A FEW OBSERVATIONS BECAUSE PEER_MEAN IS NOT AVAILABLE FOR 38 OB > SERVATIONS; . summ quality2; Variable | Obs Mean Std. dev. Min Max -------------+--------------------------------------------------------- quality2 | 1,215 .2271605 .4191697 0 1 . *WEIGHT ALSO BY PEER_N, NUMBER OF REVIEWERS THAT MODEL HAD; . *NEW REFEREE SCORE MEASURE AS DEPENDENT VARIABLE; . reg zpeer_mean p12 p56 stats_brw topic_brw t2 t3 i.mdegree [aw=peer_n/nmodel] , cluste > r(teamid); (sum of wgt is 647.0125) Linear regression Number of obs = 1,215 F(14, 70) = . Prob > F = . R-squared = 0.3250 Root MSE = .86586 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust zpeer_mean | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.9714526 .3744682 -2.59 0.012 -1.718306 -.2245993 p56 | -1.162185 .3330606 -3.49 0.001 -1.826454 -.4979169 stats_brw | -.2839056 .1035207 -2.74 0.008 -.4903712 -.07744 topic_brw | .2347752 .1148748 2.04 0.045 .0056646 .4638858 t2 | -.7029084 .3649609 -1.93 0.058 -1.4308 .0249831 t3 | -.0464912 .374486 -0.12 0.902 -.7933801 .7003976 | mdegree | 1 | -3.756453 .5318257 -7.06 0.000 -4.817146 -2.69576 2 | -.9474463 .5801871 -1.63 0.107 -2.104593 .2097003 3 | -.924478 .289933 -3.19 0.002 -1.502731 -.3462249 4 | -.8382434 .469665 -1.78 0.079 -1.774961 .0984739 5 | -.9217533 .387705 -2.38 0.020 -1.695006 -.1485002 6 | -1.49584 .4346329 -3.44 0.001 -2.362688 -.6289922 20 | -.5368824 .516404 -1.04 0.302 -1.566818 .493053 33 | -1.025859 .4098736 -2.50 0.015 -1.843326 -.2083916 34 | -.7520685 .1543082 -4.87 0.000 -1.059827 -.4443104 35 | -.3253878 .3172985 -1.03 0.309 -.9582196 .307444 36 | -.6560276 .1907684 -3.44 0.001 -1.036503 -.2755521 40 | -1.59042 .2704602 -5.88 0.000 -2.129836 -1.051004 | _cons | 1.952328 .5573289 3.50 0.001 .8407709 3.063886 ------------------------------------------------------------------------------ . reg zpeer_mean group1 group3 stats_brw topic_brw t2 t3 i.mdegree [aw=peer_n/nmodel] , > cluster(teamid); (sum of wgt is 647.0125) Linear regression Number of obs = 1,215 F(14, 70) = . Prob > F = . R-squared = 0.2664 Root MSE = .90262 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust zpeer_mean | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.4349382 .2664985 -1.63 0.107 -.9664527 .0965763 group3 | -.6481386 .2560087 -2.53 0.014 -1.158732 -.1375454 stats_brw | -.2856609 .1016715 -2.81 0.006 -.4884383 -.0828835 topic_brw | .2950443 .1200307 2.46 0.016 .0556506 .534438 t2 | -.6917726 .3425085 -2.02 0.047 -1.374884 -.0086609 t3 | .2182218 .355763 0.61 0.542 -.4913251 .9277687 | mdegree | 1 | -3.481448 .4931658 -7.06 0.000 -4.465036 -2.497859 2 | -.1123885 .432805 -0.26 0.796 -.9755908 .7508138 3 | -.6581722 .2733243 -2.41 0.019 -1.2033 -.1130441 4 | -.490127 .448945 -1.09 0.279 -1.38552 .4052656 5 | -.4490535 .3005919 -1.49 0.140 -1.048565 .1504581 6 | -1.064393 .4584404 -2.32 0.023 -1.978724 -.1500623 20 | -.1496891 .4772541 -0.31 0.755 -1.101542 .8021643 33 | -.6988368 .4528993 -1.54 0.127 -1.602116 .2044424 34 | -.598207 .1689285 -3.54 0.001 -.9351244 -.2612897 35 | -.1250375 .2816495 -0.44 0.658 -.6867697 .4366946 36 | -.4323779 .2994506 -1.44 0.153 -1.029613 .1648575 40 | -1.200167 .3183699 -3.77 0.000 -1.835136 -.5651982 | _cons | 1.168493 .4171776 2.80 0.007 .3364581 2.000527 ------------------------------------------------------------------------------ . *QUALITY MODELS LOSE A LOT OF SINGLETON OBSERVATIONS IF WE USE LOGIT; . *SO WILL DO LINEAR PROBABILITY MODEL INSTEAD; . *OLS MODELS ON HIGH quality2; . reg quality2 p12 p56 stats_brw topic_brw t2 t3 i.mdegree [aw=peer_n/nmodel] , cluster( > teamid); (sum of wgt is 647.0125) Linear regression Number of obs = 1,215 F(14, 70) = . Prob > F = . R-squared = 0.3040 Root MSE = .38857 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust quality2 | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- p12 | -.4972039 .2619605 -1.90 0.062 -1.019668 .0252599 p56 | -.4670665 .1636317 -2.85 0.006 -.7934196 -.1407135 stats_brw | -.099628 .0589207 -1.69 0.095 -.2171417 .0178857 topic_brw | .0251877 .0521672 0.48 0.631 -.0788565 .1292318 t2 | -.2322691 .2196477 -1.06 0.294 -.6703427 .2058044 t3 | .0397394 .2259301 0.18 0.861 -.4108639 .4903428 | mdegree | 1 | -1.205899 .259094 -4.65 0.000 -1.722646 -.689152 2 | -.4093724 .3321878 -1.23 0.222 -1.0719 .2531552 3 | -.7229027 .1264743 -5.72 0.000 -.9751477 -.4706578 4 | -.7026546 .1856194 -3.79 0.000 -1.072861 -.3324484 5 | -.7383678 .2145582 -3.44 0.001 -1.166291 -.3104449 6 | -1.101474 .2190743 -5.03 0.000 -1.538404 -.6645436 20 | -.7095437 .1839414 -3.86 0.000 -1.076403 -.3426841 33 | -.7115517 .2116562 -3.36 0.001 -1.133687 -.2894167 34 | -.7177271 .1134924 -6.32 0.000 -.9440805 -.4913736 35 | -.4617273 .2389516 -1.93 0.057 -.9383013 .0148466 36 | -1.06427 .1115516 -9.54 0.000 -1.286753 -.8417878 40 | -1.042176 .1220097 -8.54 0.000 -1.285517 -.7988357 | _cons | 1.404628 .3049102 4.61 0.000 .7965039 2.012752 ------------------------------------------------------------------------------ . reg quality2 group1 group3 stats_brw topic_brw t2 t3 i.mdegree [aw=peer_n/nmodel] , cl > uster(teamid); (sum of wgt is 647.0125) Linear regression Number of obs = 1,215 F(14, 70) = . Prob > F = . R-squared = 0.2659 Root MSE = .39905 (Std. err. adjusted for 71 clusters in teamid) ------------------------------------------------------------------------------ | Robust quality2 | Coefficient std. err. t P>|t| [95% conf. interval] -------------+---------------------------------------------------------------- group1 | -.3030888 .1974538 -1.53 0.129 -.6968979 .0907203 group3 | -.2945444 .1193587 -2.47 0.016 -.5325978 -.056491 stats_brw | -.1026881 .0602879 -1.70 0.093 -.2229286 .0175524 topic_brw | .0495604 .0477998 1.04 0.303 -.0457732 .1448941 t2 | -.2457261 .2114129 -1.16 0.249 -.6673757 .1759236 t3 | .145201 .2099938 0.69 0.492 -.2736185 .5640205 | mdegree | 1 | -1.115661 .2554425 -4.37 0.000 -1.625125 -.6061974 2 | -.1087544 .2615977 -0.42 0.679 -.6304946 .4129859 3 | -.6199228 .1260347 -4.92 0.000 -.871291 -.3685546 4 | -.5695603 .1796946 -3.17 0.002 -.9279499 -.2111706 5 | -.5719548 .192606 -2.97 0.004 -.9560953 -.1878143 6 | -.9515151 .16656 -5.71 0.000 -1.283709 -.6193215 20 | -.5620014 .2113219 -2.66 0.010 -.9834695 -.1405332 33 | -.592559 .2147675 -2.76 0.007 -1.020899 -.1642188 34 | -.6856508 .1289963 -5.32 0.000 -.9429258 -.4283757 35 | -.4056538 .209425 -1.94 0.057 -.8233388 .0120312 36 | -.9137202 .2032878 -4.49 0.000 -1.319165 -.5082754 40 | -.8716003 .1230761 -7.08 0.000 -1.117068 -.6261327 | _cons | 1.124103 .2370345 4.74 0.000 .6513523 1.596853 ------------------------------------------------------------------------------ . *USING MEDIAN; . generate y1=att1; (75 missing values generated) . generate y2=att2; (685 missing values generated) . generate y3=att3; (290 missing values generated) . gen median = y1 + y2 + y3 - min(y1, y2, y3) - max(y1, y2, y3); (739 missing values generated) . replace median = max(y1, y2, y3) if > (missing(y1) + missing(y2) + missing(y3)) == 2 ; (309 real changes made) . replace median = ( cond(missing(y1), 0, y1) + > cond(missing(y2), 0, y2) + > cond(missing(y3), 0, y3) ) / 2 > if (missing(y1) + missing(y2) + missing(y3)) == 1 ; (429 real changes made) . * For later loading; . save "$workd/data/newmodel.dta", replace; file /GitHub/ideology_specification/data/newmodel.dta saved . log close; name: log: C:/GitHub/ideology_specification/code/Log Files/02_Main_Regs.log log type: text closed on: 30 Aug 2025, 11:36:05 ----------------------------------------------------------------------------------------------