User:EpochFail/Journal/2012-01-02

Wednesday, January 4th

I'm doing some analysis work with User:Staeiou again, so that means it is time for a new journal entry. This time, I'm including some new outcomes and controlling for some new features. Some of the outcomes are scalar, so I'll need to do some linear regressions also.

Result's for 420 'vandal' editors

• Good outcome
  • More likely when warning is the first message (marginal)
    • Slightly less likely when the message was personal (marginal)
  • More likely when user is anon (marginal) (Note that vandals leaving is a good outcome and anons leave more than registered editors)
• Improves
  • More likely when editor is anon
  • Less likely if first message and nodirectives (marginal)
• Contact
  • No significant effects
• Good contact
  • Not enough data
• Stay
  • No significant effects
• Active (does anything in the next three days)
  • More likely if the editor had recently done article edits
  • More likely if the message was the first one and personal (marginal)
  • Less likely if the message was nodirectives and the editor is anon
    • Effect is counteracted if anon is a shared ip
• Warned again
  • Less likely if the editor is anon
  • More likely the more article edits the editor performed before being warned
    • Effect is counteracted if the message was nodirectives (marginal)
• Blocked (within a week)
  • More likely if message was no directives (marginal)
    • But not if the warning was the first message (marginal)
  • Less likely if anon (marginal)
    • But more likely is anon is shared ip
• Article edits after message
  • No significant effects
• User_talk edits after message
  • More if personal (marginal)
    • Effect is lessened if warning was the first message.
    • Effect is lessened by amount of previous article edits
    • Effect is strengthened by amount of previous User_talk edits
  • More if nodirectives
    • Effect is lessened by amount of previous article edits
    • Effect is strengthened by amount of previous User_talk edits
  • More for users who performed more article edits before receiving the message

R output

glm(formula = good_outcome ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -5.415e-01 6.076e-01 -0.891 0.3728 personalTRUE 1.248e+00 8.341e-01 1.497 0.1345 nodirectivesTRUE 3.306e-01 8.249e-01 0.401 0.6886 warning_first_msgTRUE 9.107e-01 4.672e-01 1.949 0.0513 . is_shared_ipTRUE -4.635e-01 5.229e-01 -0.886 0.3754 is_anonTRUE 9.158e-01 5.476e-01 1.672 0.0945 . ns0_edits_before_msg -3.291e-02 7.246e-02 -0.454 0.6497 user_talk_edits_before_msg 1.538e+01 9.110e+02 0.017 0.9865 personalTRUE:warning_first_msgTRUE -1.200e+00 6.275e-01 -1.912 0.0559 . personalTRUE:is_shared_ipTRUE 2.007e-03 6.819e-01 0.003 0.9977 personalTRUE:is_anonTRUE -7.657e-01 7.543e-01 -1.015 0.3100 personalTRUE:ns0_edits_before_msg -5.158e-02 9.887e-02 -0.522 0.6018 personalTRUE:user_talk_edits_before_msg -1.479e+01 9.110e+02 -0.016 0.9871 nodirectivesTRUE:warning_first_msgTRUE -6.230e-01 6.271e-01 -0.993 0.3205 nodirectivesTRUE:is_shared_ipTRUE -1.131e+00 6.912e-01 -1.636 0.1018 nodirectivesTRUE:is_anonTRUE -4.313e-02 7.639e-01 -0.056 0.9550 nodirectivesTRUE:ns0_edits_before_msg 4.004e-02 7.932e-02 0.505 0.6137 nodirectivesTRUE:user_talk_edits_before_msg -4.939e-01 1.717e+03 0.000 0.9998 glm(formula = improves ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings[group_codings$before_rating <= 4, ]) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -1.31604 0.88253 -1.491 0.1359 personalTRUE 1.35133 1.17515 1.150 0.2502 nodirectivesTRUE 1.37452 1.13283 1.213 0.2250 warning_first_msgTRUE 0.75901 0.64657 1.174 0.2404 is_shared_ipTRUE -0.17259 0.64009 -0.270 0.7874 is_anonTRUE 1.69823 0.83178 2.042 0.0412 * ns0_edits_before_msg -0.08445 0.09122 -0.926 0.3546 user_talk_edits_before_msg -15.48273 882.74349 -0.018 0.9860 personalTRUE:warning_first_msgTRUE -1.28811 0.86610 -1.487 0.1369 personalTRUE:is_shared_ipTRUE 0.39655 0.85328 0.465 0.6421 personalTRUE:is_anonTRUE -1.66699 1.08481 -1.537 0.1244 personalTRUE:ns0_edits_before_msg 0.03498 0.11880 0.294 0.7684 personalTRUE:user_talk_edits_before_msg 16.03742 882.74389 0.018 0.9855 nodirectivesTRUE:warning_first_msgTRUE -1.59480 0.87135 -1.830 0.0672 . nodirectivesTRUE:is_shared_ipTRUE -1.11661 0.84905 -1.315 0.1885 nodirectivesTRUE:is_anonTRUE -0.88080 1.07614 -0.818 0.4131 nodirectivesTRUE:ns0_edits_before_msg 0.09803 0.09952 0.985 0.3246 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA glm(formula = contact ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -3.62679 1.46222 -2.480 0.0131 * personalTRUE 0.43315 1.96227 0.221 0.8253 nodirectivesTRUE 2.10451 1.74211 1.208 0.2270 warning_first_msgTRUE 0.71621 1.15651 0.619 0.5357 is_shared_ipTRUE -15.17603 1207.94273 -0.013 0.9900 is_anonTRUE 0.01046 1.17585 0.009 0.9929 ns0_edits_before_msg 0.05855 0.16375 0.358 0.7206 user_talk_edits_before_msg -15.39419 4582.97538 -0.003 0.9973 personalTRUE:warning_first_msgTRUE 0.17398 1.63241 0.107 0.9151 personalTRUE:is_shared_ipTRUE 16.50455 1207.94341 0.014 0.9891 personalTRUE:is_anonTRUE -2.08992 1.58399 -1.319 0.1870 personalTRUE:ns0_edits_before_msg 0.17312 0.19992 0.866 0.3865 personalTRUE:user_talk_edits_before_msg 17.05419 4582.97543 0.004 0.9970 nodirectivesTRUE:warning_first_msgTRUE -1.02927 1.43600 -0.717 0.4735 nodirectivesTRUE:is_shared_ipTRUE 14.41781 1207.94334 0.012 0.9905 nodirectivesTRUE:is_anonTRUE -0.90375 1.49942 -0.603 0.5467 nodirectivesTRUE:ns0_edits_before_msg -0.24897 0.26754 -0.931 0.3521 nodirectivesTRUE:user_talk_edits_before_msg 36.94708 7971.72993 0.005 0.9963 glm(formula = good_contact ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings[group_codings$contact, ]) Coefficients: (2 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -2.972e+01 5.090e+05 0 1 personalTRUE -2.695e+02 9.754e+05 0 1 nodirectivesTRUE 5.629e+01 6.074e+05 0 1 warning_first_msgTRUE -4.358e+01 3.917e+05 0 1 is_shared_ipTRUE -5.313e+01 5.815e+05 0 1 is_anonTRUE -4.358e+01 3.917e+05 0 1 ns0_edits_before_msg 4.674e+01 1.019e+05 0 1 user_talk_edits_before_msg 3.272e-06 4.313e+05 0 1 personalTRUE:warning_first_msgTRUE 3.190e+02 8.820e+05 0 1 personalTRUE:is_shared_ipTRUE 3.962e+02 1.138e+06 0 1 personalTRUE:is_anonTRUE 2.505e+01 5.335e+05 0 1 personalTRUE:ns0_edits_before_msg -3.095e+01 1.095e+05 0 1 personalTRUE:user_talk_edits_before_msg 9.900e+01 5.507e+05 0 1 nodirectivesTRUE:warning_first_msgTRUE -9.547e+00 5.826e+05 0 1 nodirectivesTRUE:is_shared_ipTRUE NA NA NA NA nodirectivesTRUE:is_anonTRUE 2.030e+02 1.008e+06 0 1 nodirectivesTRUE:ns0_edits_before_msg -9.987e+01 3.344e+05 0 1 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA Stay = after_rating != NA glm(formula = stay ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.44446 0.59994 0.741 0.459 personalTRUE -0.58553 0.82669 -0.708 0.479 nodirectivesTRUE 0.60725 0.86012 0.706 0.480 warning_first_msgTRUE -0.73213 0.44891 -1.631 0.103 is_shared_ipTRUE 0.47047 0.55692 0.845 0.398 is_anonTRUE -0.31623 0.53135 -0.595 0.552 ns0_edits_before_msg 0.10898 0.07677 1.419 0.156 user_talk_edits_before_msg -15.65169 963.41203 -0.016 0.987 personalTRUE:warning_first_msgTRUE 0.84059 0.61172 1.374 0.169 personalTRUE:is_shared_ipTRUE 0.06641 0.71123 0.093 0.926 personalTRUE:is_anonTRUE -0.11873 0.74398 -0.160 0.873 personalTRUE:ns0_edits_before_msg 0.08050 0.11233 0.717 0.474 personalTRUE:user_talk_edits_before_msg 15.84899 963.41221 0.016 0.987 nodirectivesTRUE:warning_first_msgTRUE 0.28366 0.60670 0.468 0.640 nodirectivesTRUE:is_shared_ipTRUE 1.03959 0.74492 1.396 0.163 nodirectivesTRUE:is_anonTRUE -1.00009 0.78835 -1.269 0.205 nodirectivesTRUE:ns0_edits_before_msg -0.02163 0.10184 -0.212 0.832 nodirectivesTRUE:user_talk_edits_before_msg 31.22035 1745.37813 0.018 0.986 Active = edits_after_msg_3days > 0 glm(formula = active ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -4.453e-02 5.951e-01 -0.075 0.9404 personalTRUE -5.305e-01 8.253e-01 -0.643 0.5204 nodirectivesTRUE 5.529e-01 8.483e-01 0.652 0.5145 warning_first_msgTRUE -5.183e-01 4.459e-01 -1.162 0.2451 is_shared_ipTRUE -2.619e-01 5.276e-01 -0.496 0.6196 is_anonTRUE -3.129e-01 5.315e-01 -0.589 0.5560 ns0_edits_before_msg 1.546e-01 7.521e-02 2.055 0.0398 * user_talk_edits_before_msg -1.430e+01 5.904e+02 -0.024 0.9807 personalTRUE:warning_first_msgTRUE 1.030e+00 6.157e-01 1.673 0.0944 . personalTRUE:is_shared_ipTRUE 8.666e-01 6.919e-01 1.253 0.2104 personalTRUE:is_anonTRUE -2.989e-01 7.421e-01 -0.403 0.6872 personalTRUE:ns0_edits_before_msg -4.831e-03 1.042e-01 -0.046 0.9630 personalTRUE:user_talk_edits_before_msg 1.470e+01 5.904e+02 0.025 0.9801 nodirectivesTRUE:warning_first_msgTRUE 9.438e-01 6.158e-01 1.533 0.1254 nodirectivesTRUE:is_shared_ipTRUE 1.652e+00 6.961e-01 2.373 0.0176 * nodirectivesTRUE:is_anonTRUE -1.350e+00 7.888e-01 -1.712 0.0870 . nodirectivesTRUE:ns0_edits_before_msg -8.216e-02 9.355e-02 -0.878 0.3798 nodirectivesTRUE:user_talk_edits_before_msg 2.981e+01 1.062e+03 0.028 0.9776 Warned_again = warnings_after_24hrs > 0 glm(formula = warned_again ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.138764 0.620827 0.224 0.82314 personalTRUE 0.009308 0.857870 0.011 0.99134 nodirectivesTRUE -0.451421 0.837561 -0.539 0.58991 warning_first_msgTRUE 0.108022 0.494159 0.219 0.82696 is_shared_ipTRUE 0.009627 0.604799 0.016 0.98730 is_anonTRUE -1.789843 0.554147 -3.230 0.00124 ** ns0_edits_before_msg 0.172620 0.076315 2.262 0.02370 * user_talk_edits_before_msg 0.529527 1.631130 0.325 0.74546 personalTRUE:warning_first_msgTRUE 0.225963 0.661627 0.342 0.73271 personalTRUE:is_shared_ipTRUE 0.098961 0.767523 0.129 0.89741 personalTRUE:is_anonTRUE 0.228774 0.779417 0.294 0.76913 personalTRUE:ns0_edits_before_msg 0.004940 0.106370 0.046 0.96296 personalTRUE:user_talk_edits_before_msg -0.531877 1.737340 -0.306 0.75949 nodirectivesTRUE:warning_first_msgTRUE 0.301326 0.653351 0.461 0.64465 nodirectivesTRUE:is_shared_ipTRUE 0.787968 0.755145 1.043 0.29673 nodirectivesTRUE:is_anonTRUE 0.929424 0.768781 1.209 0.22668 nodirectivesTRUE:ns0_edits_before_msg -0.157855 0.081546 -1.936 0.05290 . nodirectivesTRUE:user_talk_edits_before_msg 14.165319 535.413764 0.026 0.97889 Blocked = blocked_after_msg_seconds != NA & blocked_after_msg_seconds < 604800 glm(formula = blocked ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -2.71688 1.13548 -2.393 0.0167 * personalTRUE 0.50632 1.34939 0.375 0.7075 nodirectivesTRUE 2.24699 1.29385 1.737 0.0824 . warning_first_msgTRUE 1.70498 1.07969 1.579 0.1143 is_shared_ipTRUE 2.45579 1.13181 2.170 0.0300 * is_anonTRUE -1.25912 0.68446 -1.840 0.0658 . ns0_edits_before_msg 0.09715 0.08566 1.134 0.2567 user_talk_edits_before_msg -13.15120 1015.85018 -0.013 0.9897 personalTRUE:warning_first_msgTRUE -0.99664 1.20823 -0.825 0.4094 personalTRUE:is_shared_ipTRUE -2.07372 1.27584 -1.625 0.1041 personalTRUE:is_anonTRUE 0.86280 0.92028 0.938 0.3485 personalTRUE:ns0_edits_before_msg 0.13912 0.11586 1.201 0.2299 personalTRUE:user_talk_edits_before_msg 13.74964 1015.85033 0.014 0.9892 nodirectivesTRUE:warning_first_msgTRUE -2.04235 1.20607 -1.693 0.0904 . nodirectivesTRUE:is_shared_ipTRUE -1.59994 1.24628 -1.284 0.1992 nodirectivesTRUE:is_anonTRUE -0.01743 0.91321 -0.019 0.9848 nodirectivesTRUE:ns0_edits_before_msg -0.09807 0.09430 -1.040 0.2984 nodirectivesTRUE:user_talk_edits_before_msg 30.46645 1774.86161 0.017 0.9863 glm(formula = ns0_edits_after_msg ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), data = group_codings) Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.997242 0.677498 1.472 0.142 personalTRUE -0.582510 0.942543 -0.618 0.537 nodirectivesTRUE 0.119746 0.937707 0.128 0.898 warning_first_msgTRUE 0.040041 0.508706 0.079 0.937 is_shared_ipTRUE 0.500841 0.613217 0.817 0.415 is_anonTRUE -0.388479 0.604571 -0.643 0.521 ns0_edits_before_msg 0.074490 0.080350 0.927 0.354 user_talk_edits_before_msg -0.897513 1.713816 -0.524 0.601 personalTRUE:warning_first_msgTRUE 0.477346 0.700012 0.682 0.496 personalTRUE:is_shared_ipTRUE -0.034788 0.793988 -0.044 0.965 personalTRUE:is_anonTRUE 0.109420 0.849079 0.129 0.898 personalTRUE:ns0_edits_before_msg 0.103531 0.111455 0.929 0.354 personalTRUE:user_talk_edits_before_msg 0.737055 1.832916 0.402 0.688 nodirectivesTRUE:warning_first_msgTRUE -0.532632 0.688123 -0.774 0.439 nodirectivesTRUE:is_shared_ipTRUE 0.413687 0.789530 0.524 0.601 nodirectivesTRUE:is_anonTRUE 0.419368 0.865309 0.485 0.628 nodirectivesTRUE:ns0_edits_before_msg 0.004787 0.087068 0.055 0.956 nodirectivesTRUE:user_talk_edits_before_msg 2.511804 2.950495 0.851 0.395 glm(formula = user_talk_edits_after_msg ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), data = group_codings) Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.25421 0.09838 -2.584 0.01012 * personalTRUE 0.25484 0.13686 1.862 0.06335 . nodirectivesTRUE 0.38002 0.13616 2.791 0.00551 ** warning_first_msgTRUE 0.11892 0.07387 1.610 0.10822 is_shared_ipTRUE -0.05845 0.08904 -0.656 0.51192 is_anonTRUE 0.08796 0.08779 1.002 0.31696 ns0_edits_before_msg 0.07158 0.01167 6.135 2.06e-09 *** user_talk_edits_before_msg 0.07919 0.24886 0.318 0.75050 personalTRUE:warning_first_msgTRUE -0.18584 0.10165 -1.828 0.06826 . personalTRUE:is_shared_ipTRUE 0.06498 0.11529 0.564 0.57335 personalTRUE:is_anonTRUE -0.07204 0.12329 -0.584 0.55935 personalTRUE:ns0_edits_before_msg -0.05239 0.01618 -3.237 0.00131 ** personalTRUE:user_talk_edits_before_msg 0.61356 0.26615 2.305 0.02166 * nodirectivesTRUE:warning_first_msgTRUE -0.13828 0.09992 -1.384 0.16718 nodirectivesTRUE:is_shared_ipTRUE 0.02427 0.11465 0.212 0.83248 nodirectivesTRUE:is_anonTRUE -0.15455 0.12565 -1.230 0.21943 nodirectivesTRUE:ns0_edits_before_msg -0.07226 0.01264 -5.715 2.16e-08 *** nodirectivesTRUE:user_talk_edits_before_msg 1.86360 0.42844 4.350 1.73e-05 ***

Result's for 982 'bad faith' editors

• Good outcome
  • More likely if warning is first message
  • Less likely for shared IPs (marginal)
• Improves
  • Less likely for editor who receive a personal warning as their first message (marginal)
• Contact
  • No significant effects
• Stay
  • More likely for editor who received a nodirectives warning (marginal)
  • Less likely if warning is first message
  • More likely if editor is a shared IP
  • Less likely if the editor is anon and warning was nodirectives
• Active
  • More likely for editor who received a nodirectives warning (marginal)
• Warned again
  • More likely for editors with more article editors before receiving the warning
• Blocked (within a week)
  • More likely for editor who received nodirectives warning
  • More likely for editors with more article edits before receiving the warning
  • Less likely if editor is anon and warning is personal (marginal)
  • Less likely if editor is anon and warning is nodirectives (marginal)
• Article edits after warning
  • Fewer if warning is nodirectives and first message (marginal)
• User_talk edits after warning
  • More if warning is nodirectives (marginal)

R output

glm(formula = good_outcome ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) 0.77182 0.55263 1.397 0.1625 personalTRUE 1.15260 0.81364 1.417 0.1566 nodirectivesTRUE -0.46756 0.75751 -0.617 0.5371 warning_first_msgTRUE 0.72561 0.29601 2.451 0.0142 * is_shared_ipTRUE -0.58083 0.34408 -1.688 0.0914 . is_anonTRUE -0.10882 0.49415 -0.220 0.8257 ns0_edits_before_msg -0.03685 0.07583 -0.486 0.6270 user_talk_edits_before_msg 13.56302 478.87807 0.028 0.9774 personalTRUE:warning_first_msgTRUE -0.57629 0.42966 -1.341 0.1798 personalTRUE:is_shared_ipTRUE -0.30045 0.50762 -0.592 0.5539 personalTRUE:is_anonTRUE -0.44504 0.72255 -0.616 0.5379 personalTRUE:ns0_edits_before_msg -0.13459 0.11072 -1.216 0.2241 personalTRUE:user_talk_edits_before_msg 1.34038 1532.15740 0.001 0.9993 nodirectivesTRUE:warning_first_msgTRUE -0.39018 0.41898 -0.931 0.3517 nodirectivesTRUE:is_shared_ipTRUE 0.10243 0.47929 0.214 0.8308 nodirectivesTRUE:is_anonTRUE 0.60511 0.68340 0.885 0.3759 nodirectivesTRUE:ns0_edits_before_msg 0.02706 0.09215 0.294 0.7690 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA glm(formula = improves ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings[group_codings$before_rating <= 4, ]) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -8.366e-01 8.176e-01 -1.023 0.3062 personalTRUE 6.251e-01 1.125e+00 0.556 0.5785 nodirectivesTRUE 2.434e-01 1.050e+00 0.232 0.8168 warning_first_msgTRUE 3.130e-01 4.711e-01 0.664 0.5065 is_shared_ipTRUE 2.875e-02 5.061e-01 0.057 0.9547 is_anonTRUE -2.896e-01 6.925e-01 -0.418 0.6758 ns0_edits_before_msg -3.451e-03 1.075e-01 -0.032 0.9744 user_talk_edits_before_msg 1.570e+01 8.827e+02 0.018 0.9858 personalTRUE:warning_first_msgTRUE -1.052e+00 6.372e-01 -1.651 0.0988 . personalTRUE:is_shared_ipTRUE -9.412e-01 7.148e-01 -1.317 0.1879 personalTRUE:is_anonTRUE 5.953e-01 1.021e+00 0.583 0.5599 personalTRUE:ns0_edits_before_msg -5.009e-02 1.490e-01 -0.336 0.7367 personalTRUE:user_talk_edits_before_msg -2.173e-01 1.248e+03 0.000 0.9999 nodirectivesTRUE:warning_first_msgTRUE -5.464e-01 6.477e-01 -0.844 0.3988 nodirectivesTRUE:is_shared_ipTRUE -6.849e-02 6.918e-01 -0.099 0.9211 nodirectivesTRUE:is_anonTRUE 1.248e-02 9.177e-01 0.014 0.9892 nodirectivesTRUE:ns0_edits_before_msg 3.774e-02 1.243e-01 0.304 0.7614 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA glm(formula = contact ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -4.118e+00 1.708e+00 -2.411 0.0159 * personalTRUE 9.485e-01 2.139e+00 0.443 0.6575 nodirectivesTRUE 3.058e+00 1.923e+00 1.590 0.1118 warning_first_msgTRUE 1.714e-01 1.183e+00 0.145 0.8848 is_shared_ipTRUE -1.630e+01 2.138e+03 -0.008 0.9939 is_anonTRUE -9.031e-01 1.215e+00 -0.743 0.4572 ns0_edits_before_msg 2.505e-01 2.439e-01 1.027 0.3044 user_talk_edits_before_msg -1.507e+01 6.302e+03 -0.002 0.9981 personalTRUE:warning_first_msgTRUE 1.295e+00 1.589e+00 0.815 0.4152 personalTRUE:is_shared_ipTRUE 2.157e-01 3.190e+03 0.000 0.9999 personalTRUE:is_anonTRUE -3.357e-01 1.425e+00 -0.236 0.8137 personalTRUE:ns0_edits_before_msg -3.307e-01 3.459e-01 -0.956 0.3392 personalTRUE:user_talk_edits_before_msg -2.150e+00 1.882e+04 0.000 0.9999 nodirectivesTRUE:warning_first_msgTRUE 4.299e-03 1.374e+00 0.003 0.9975 nodirectivesTRUE:is_shared_ipTRUE -7.911e-01 2.986e+03 0.000 0.9998 nodirectivesTRUE:is_anonTRUE -1.116e+00 1.370e+00 -0.815 0.4153 nodirectivesTRUE:ns0_edits_before_msg -4.470e-01 3.465e-01 -1.290 0.1971 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA glm(formula = good_contact ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings[group_codings$contact, ]) Coefficients: (6 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) 32.61 17191.48 0.002 0.998 personalTRUE -10.09 20277.96 0.000 1.000 nodirectivesTRUE -13.17 18219.35 -0.001 0.999 warning_first_msgTRUE -39.13 15208.47 -0.003 0.998 is_shared_ipTRUE NA NA NA NA is_anonTRUE -39.13 15208.47 -0.003 0.998 ns0_edits_before_msg 13.04 5069.49 0.003 0.998 user_talk_edits_before_msg NA NA NA NA personalTRUE:warning_first_msgTRUE 17.35 18626.50 0.001 0.999 personalTRUE:is_shared_ipTRUE NA NA NA NA personalTRUE:is_anonTRUE 40.29 15208.47 0.003 0.998 personalTRUE:ns0_edits_before_msg -14.52 5069.49 -0.003 0.998 personalTRUE:user_talk_edits_before_msg NA NA NA NA nodirectivesTRUE:warning_first_msgTRUE 19.17 16361.40 0.001 0.999 nodirectivesTRUE:is_shared_ipTRUE NA NA NA NA nodirectivesTRUE:is_anonTRUE 40.34 15208.47 0.003 0.998 nodirectivesTRUE:ns0_edits_before_msg -13.50 5069.49 -0.003 0.998 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA Stay = after_rating != NA glm(formula = stay ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) 0.06606 0.48475 0.136 0.89161 personalTRUE -0.95451 0.70062 -1.362 0.17308 nodirectivesTRUE 1.24452 0.71972 1.729 0.08378 . warning_first_msgTRUE -0.76287 0.27340 -2.790 0.00527 ** is_shared_ipTRUE 0.72939 0.34639 2.106 0.03523 * is_anonTRUE -0.20599 0.41993 -0.491 0.62376 ns0_edits_before_msg 0.04689 0.07357 0.637 0.52391 user_talk_edits_before_msg -0.69833 0.98468 -0.709 0.47821 personalTRUE:warning_first_msgTRUE 0.17769 0.38669 0.460 0.64587 personalTRUE:is_shared_ipTRUE -0.10383 0.50208 -0.207 0.83616 personalTRUE:is_anonTRUE 0.72683 0.60798 1.195 0.23190 personalTRUE:ns0_edits_before_msg 0.14539 0.11053 1.315 0.18838 personalTRUE:user_talk_edits_before_msg 13.25580 324.74535 0.041 0.96744 nodirectivesTRUE:warning_first_msgTRUE 0.04094 0.39001 0.105 0.91639 nodirectivesTRUE:is_shared_ipTRUE -0.32647 0.47560 -0.686 0.49243 nodirectivesTRUE:is_anonTRUE -1.12897 0.64215 -1.758 0.07873 . nodirectivesTRUE:ns0_edits_before_msg -0.01226 0.09057 -0.135 0.89236 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA Active = edits_after_msg_3days > 0 glm(formula = active ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -0.52862 0.49458 -1.069 0.2852 personalTRUE -1.06317 0.73298 -1.450 0.1469 nodirectivesTRUE 1.22446 0.71375 1.716 0.0862 . warning_first_msgTRUE -0.34942 0.28619 -1.221 0.2221 is_shared_ipTRUE 0.41879 0.34479 1.215 0.2245 is_anonTRUE -0.29597 0.42725 -0.693 0.4885 ns0_edits_before_msg 0.09055 0.07269 1.246 0.2129 user_talk_edits_before_msg -0.42299 0.87290 -0.485 0.6280 personalTRUE:warning_first_msgTRUE 0.13009 0.40307 0.323 0.7469 personalTRUE:is_shared_ipTRUE -0.25252 0.50058 -0.504 0.6139 personalTRUE:is_anonTRUE 0.96651 0.63678 1.518 0.1291 personalTRUE:ns0_edits_before_msg 0.13430 0.10800 1.244 0.2137 personalTRUE:user_talk_edits_before_msg 13.00538 324.74502 0.040 0.9681 nodirectivesTRUE:warning_first_msgTRUE -0.26009 0.40544 -0.641 0.5212 nodirectivesTRUE:is_shared_ipTRUE -0.38349 0.47719 -0.804 0.4216 nodirectivesTRUE:is_anonTRUE -0.97999 0.63280 -1.549 0.1215 nodirectivesTRUE:ns0_edits_before_msg 0.01543 0.09399 0.164 0.8696 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA Warned_again = warnings_after_24hrs > 0 glm(formula = warned_again ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -1.60354 0.56336 -2.846 0.00442 ** personalTRUE -0.79185 0.82562 -0.959 0.33750 nodirectivesTRUE 0.71831 0.77211 0.930 0.35220 warning_first_msgTRUE 0.15975 0.32831 0.487 0.62656 is_shared_ipTRUE 0.16146 0.40127 0.402 0.68741 is_anonTRUE -0.06752 0.47507 -0.142 0.88698 ns0_edits_before_msg 0.16843 0.07676 2.194 0.02823 * user_talk_edits_before_msg -12.99587 501.54675 -0.026 0.97933 personalTRUE:warning_first_msgTRUE 0.05667 0.46011 0.123 0.90197 personalTRUE:is_shared_ipTRUE 0.29265 0.56652 0.517 0.60545 personalTRUE:is_anonTRUE 0.61127 0.69751 0.876 0.38084 personalTRUE:ns0_edits_before_msg 0.15234 0.11517 1.323 0.18594 personalTRUE:user_talk_edits_before_msg -2.53879 1539.39314 -0.002 0.99868 nodirectivesTRUE:warning_first_msgTRUE 0.23259 0.46080 0.505 0.61374 nodirectivesTRUE:is_shared_ipTRUE 0.22007 0.54885 0.401 0.68845 nodirectivesTRUE:is_anonTRUE -0.66255 0.66478 -0.997 0.31894 nodirectivesTRUE:ns0_edits_before_msg -0.05687 0.09464 -0.601 0.54787 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA Blocked = blocked_after_msg_seconds != NA & blocked_after_msg_seconds < 604800 glm(formula = blocked ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -3.75287 1.17037 -3.207 0.00134 ** personalTRUE 1.29074 1.40169 0.921 0.35713 nodirectivesTRUE 2.69340 1.36154 1.978 0.04791 * warning_first_msgTRUE -0.35815 0.53858 -0.665 0.50606 is_shared_ipTRUE 0.65619 0.54854 1.196 0.23161 is_anonTRUE 0.71693 1.07089 0.669 0.50320 ns0_edits_before_msg 0.26977 0.10026 2.691 0.00713 ** user_talk_edits_before_msg -12.34226 838.47333 -0.015 0.98826 personalTRUE:warning_first_msgTRUE 0.59058 0.82588 0.715 0.47455 personalTRUE:is_shared_ipTRUE 0.99767 0.87107 1.145 0.25207 personalTRUE:is_anonTRUE -2.24943 1.24073 -1.813 0.06983 . personalTRUE:ns0_edits_before_msg -0.01088 0.14461 -0.075 0.94005 personalTRUE:user_talk_edits_before_msg -1.75607 2541.82073 -0.001 0.99945 nodirectivesTRUE:warning_first_msgTRUE -0.52670 0.74257 -0.709 0.47814 nodirectivesTRUE:is_shared_ipTRUE -0.04800 0.73187 -0.066 0.94771 nodirectivesTRUE:is_anonTRUE -2.16513 1.25000 -1.732 0.08326 . nodirectivesTRUE:ns0_edits_before_msg -0.14304 0.11710 -1.222 0.22189 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA glm(formula = ns0_edits_after_msg ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), data = group_codings) Coefficients: (1 not defined because of singularities) Estimate Std. Error t value Pr(>|t|) (Intercept) 0.6047035 0.3879497 1.559 0.1194 personalTRUE -0.1045305 0.5446618 -0.192 0.8478 nodirectivesTRUE 0.8688272 0.5637629 1.541 0.1236 warning_first_msgTRUE -0.2824152 0.2204868 -1.281 0.2006 is_shared_ipTRUE 0.0287204 0.2776445 0.103 0.9176 is_anonTRUE 0.1011426 0.3344244 0.302 0.7624 ns0_edits_before_msg 0.0710905 0.0578912 1.228 0.2197 user_talk_edits_before_msg -0.1476613 0.4943771 -0.299 0.7652 personalTRUE:warning_first_msgTRUE 0.1617764 0.3121253 0.518 0.6044 personalTRUE:is_shared_ipTRUE 0.2325437 0.4013152 0.579 0.5624 personalTRUE:is_anonTRUE -0.0110143 0.4703308 -0.023 0.9813 personalTRUE:ns0_edits_before_msg 0.0114903 0.0828917 0.139 0.8898 personalTRUE:user_talk_edits_before_msg 0.2650949 1.7479185 0.152 0.8795 nodirectivesTRUE:warning_first_msgTRUE -0.5558879 0.3146012 -1.767 0.0776 . nodirectivesTRUE:is_shared_ipTRUE -0.0569869 0.3842222 -0.148 0.8821 nodirectivesTRUE:is_anonTRUE -0.3413053 0.5005048 -0.682 0.4955 nodirectivesTRUE:ns0_edits_before_msg -0.0007806 0.0711216 -0.011 0.9912 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA glm(formula = user_talk_edits_after_msg ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), data = group_codings) Coefficients: (1 not defined because of singularities) Estimate Std. Error t value Pr(>|t|) (Intercept) 0.0983241 0.0926312 1.061 0.289 personalTRUE 0.0662028 0.1300495 0.509 0.611 nodirectivesTRUE 0.2328210 0.1346103 1.730 0.084 . warning_first_msgTRUE 0.0157816 0.0526459 0.300 0.764 is_shared_ipTRUE -0.0194626 0.0662935 -0.294 0.769 is_anonTRUE -0.0624357 0.0798509 -0.782 0.434 ns0_edits_before_msg -0.0006017 0.0138227 -0.044 0.965 user_talk_edits_before_msg -0.0439665 0.1180430 -0.372 0.710 personalTRUE:warning_first_msgTRUE 0.0730265 0.0745265 0.980 0.327 personalTRUE:is_shared_ipTRUE 0.0193989 0.0958225 0.202 0.840 personalTRUE:is_anonTRUE -0.0852899 0.1123014 -0.759 0.448 personalTRUE:ns0_edits_before_msg -0.0081140 0.0197921 -0.410 0.682 personalTRUE:user_talk_edits_before_msg -0.0180641 0.4173524 -0.043 0.965 nodirectivesTRUE:warning_first_msgTRUE -0.0877557 0.0751177 -1.168 0.243 nodirectivesTRUE:is_shared_ipTRUE -0.0513451 0.0917412 -0.560 0.576 nodirectivesTRUE:is_anonTRUE -0.1673432 0.1195061 -1.400 0.162 nodirectivesTRUE:ns0_edits_before_msg 0.0008739 0.0169818 0.051 0.959 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA

Result's for 702 'test' editors

• Good outcome
  • Less likely for anons
• Improves
  • No significant effects
• Contact
  • Less likely if warning was nodirectives (marginal)
    • Effect is negated if when editor is anon
  • Less likely if editor was anon
  • More likely for editors who performed more Article edits before receiving the message
• Good contact
  • No significant effects
• Stay
  • Less likely if warning was personal
    • Effect negated for shared IPs
    • Effect reduced when warning was the first message
  • Less likely if warning was nodirectives (marginal)
    • Effect negated for shared IPs
    • Effect reduced when warning was the first message
  • Less likely if warning was first message
  • Less likely for anons
  • More likely for editors who performed more Article edits before receiving the message
• Active
  • Less likely if warning was personal
    • Effect negated for shared IPs
    • Effect reduced when warning was the first message (marginal)
  • Less likely if warning was nodirectives
    • Effect negated for anons (marginal)
    • Effect reduced when warning was the first message (marginal)
  • Less likely if warning was first message
  • Less likely for anons
  • More likely for editors who performed more Article edits before receiving the message
• Warned again
  • Less likely for anons
  • More likely for editors who performed more Article edits before receiving the message
• Blocked
  • Less likely if warning was first message (marginal)
  • Less likely if editor was anon
  • More likely for editors who performed more Article edits if the warning was personal
• Article edits after warning
  • Less if warning was the first message
  • More if the warning was personal and editor is shared IP (marginal)
  • More for editors who performed more Article edits if the warning was nodirectives
• User_talk edits after warning
  • Less if warning was personal
  • Less if warning was first message (marginal)
    • Reversed (more) if the warning was nodirectives
  • Less if anon
    • Effect negated if warning was personal
    • Even less if warning was nodirectives (marginal)
  • More for editors who performed more User_talk edits before receiving the warning

R output

glm(formula = good_outcome ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.44829 0.67038 -0.669 0.5037 personalTRUE -1.77175 1.34020 -1.322 0.1862 nodirectivesTRUE -1.21065 1.13451 -1.067 0.2859 warning_first_msgTRUE -0.55925 0.41794 -1.338 0.1809 is_shared_ipTRUE -0.05136 0.58181 -0.088 0.9297 is_anonTRUE -1.28428 0.59971 -2.142 0.0322 * ns0_edits_before_msg 0.05978 0.06269 0.954 0.3402 user_talk_edits_before_msg 0.39092 0.94747 0.413 0.6799 personalTRUE:warning_first_msgTRUE 0.90512 0.85899 1.054 0.2920 personalTRUE:is_shared_ipTRUE 1.11485 1.00782 1.106 0.2686 personalTRUE:is_anonTRUE 0.16467 1.15170 0.143 0.8863 personalTRUE:ns0_edits_before_msg 0.05496 0.17112 0.321 0.7480 personalTRUE:user_talk_edits_before_msg 0.55815 1.18888 0.469 0.6387 nodirectivesTRUE:warning_first_msgTRUE 1.06266 0.74041 1.435 0.1512 nodirectivesTRUE:is_shared_ipTRUE 0.43437 1.00168 0.434 0.6646 nodirectivesTRUE:is_anonTRUE 0.24502 0.93521 0.262 0.7933 nodirectivesTRUE:ns0_edits_before_msg 0.03954 0.17841 0.222 0.8246 nodirectivesTRUE:user_talk_edits_before_msg -11.45743 535.41228 -0.021 0.9829 glm(formula = improves ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings[group_codings$before_rating <= 4, ]) Coefficients: (1 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -0.55994 0.74301 -0.754 0.451 personalTRUE -0.67323 1.62319 -0.415 0.678 nodirectivesTRUE 0.04742 1.39379 0.034 0.973 warning_first_msgTRUE 0.31938 0.48383 0.660 0.509 is_shared_ipTRUE 0.19773 0.64628 0.306 0.760 is_anonTRUE -0.39537 0.66314 -0.596 0.551 ns0_edits_before_msg 0.02822 0.04547 0.621 0.535 user_talk_edits_before_msg 0.01415 0.96707 0.015 0.988 personalTRUE:warning_first_msgTRUE 0.61664 1.02756 0.600 0.548 personalTRUE:is_shared_ipTRUE 0.14131 1.16239 0.122 0.903 personalTRUE:is_anonTRUE -0.19172 1.37986 -0.139 0.889 personalTRUE:ns0_edits_before_msg -0.01232 0.18516 -0.067 0.947 personalTRUE:user_talk_edits_before_msg 0.68306 1.25022 0.546 0.585 nodirectivesTRUE:warning_first_msgTRUE 0.21162 0.89226 0.237 0.813 nodirectivesTRUE:is_shared_ipTRUE -0.50527 1.17443 -0.430 0.667 nodirectivesTRUE:is_anonTRUE -0.68984 1.08189 -0.638 0.524 nodirectivesTRUE:ns0_edits_before_msg -0.15446 0.22837 -0.676 0.499 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA glm(formula = contact ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.007e+00 1.100e+00 -0.915 0.35999 personalTRUE -2.965e+00 3.312e+00 -0.895 0.37067 nodirectivesTRUE -3.444e+00 1.880e+00 -1.832 0.06694 . warning_first_msgTRUE -1.155e+00 1.085e+00 -1.064 0.28732 is_shared_ipTRUE -1.556e+01 1.898e+03 -0.008 0.99346 is_anonTRUE -2.871e+00 1.093e+00 -2.628 0.00859 ** ns0_edits_before_msg -5.603e-02 1.261e-01 -0.444 0.65693 user_talk_edits_before_msg -1.365e+01 4.882e+03 -0.003 0.99777 personalTRUE:warning_first_msgTRUE 7.933e-01 1.664e+00 0.477 0.63347 personalTRUE:is_shared_ipTRUE 4.662e-03 2.623e+03 0.000 1.00000 personalTRUE:is_anonTRUE 3.157e+00 3.346e+00 0.944 0.34542 personalTRUE:ns0_edits_before_msg -1.346e-01 3.627e-01 -0.371 0.71043 personalTRUE:user_talk_edits_before_msg 1.577e+01 4.882e+03 0.003 0.99742 nodirectivesTRUE:warning_first_msgTRUE 2.120e+00 1.355e+00 1.565 0.11755 nodirectivesTRUE:is_shared_ipTRUE 1.507e+01 1.898e+03 0.008 0.99366 nodirectivesTRUE:is_anonTRUE 3.330e+00 1.669e+00 1.995 0.04601 * nodirectivesTRUE:ns0_edits_before_msg 5.541e-01 2.139e-01 2.590 0.00960 ** nodirectivesTRUE:user_talk_edits_before_msg -2.923e+00 1.181e+04 0.000 0.99980 glm(formula = good_contact ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings[group_codings$contact, ]) Coefficients: (5 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) -1.957e+01 3.877e+04 -0.001 1.000 personalTRUE 3.913e+01 5.890e+04 0.001 0.999 nodirectivesTRUE 4.066e+01 4.024e+04 0.001 0.999 warning_first_msgTRUE 3.913e+01 1.521e+04 0.003 0.998 is_shared_ipTRUE 1.749e+01 1.075e+04 0.002 0.999 is_anonTRUE -3.504e-08 1.521e+04 0.000 1.000 ns0_edits_before_msg 8.352e-08 2.151e+04 0.000 1.000 user_talk_edits_before_msg -1.417e-08 8.781e+03 0.000 1.000 personalTRUE:warning_first_msgTRUE -3.913e+01 2.151e+04 -0.002 0.999 personalTRUE:is_shared_ipTRUE NA NA NA NA personalTRUE:is_anonTRUE NA NA NA NA personalTRUE:ns0_edits_before_msg -8.350e-08 2.634e+04 0.000 1.000 personalTRUE:user_talk_edits_before_msg NA NA NA NA nodirectivesTRUE:warning_first_msgTRUE -4.027e+01 1.521e+04 -0.003 0.998 nodirectivesTRUE:is_shared_ipTRUE NA NA NA NA nodirectivesTRUE:is_anonTRUE -1.863e+01 1.863e+04 -0.001 0.999 nodirectivesTRUE:ns0_edits_before_msg -3.894e-01 2.151e+04 0.000 1.000 nodirectivesTRUE:user_talk_edits_before_msg NA NA NA NA Stay = after_rating != NA glm(formula = stay ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 1.7033 0.6914 2.464 0.01375 * personalTRUE -2.2770 1.0679 -2.132 0.03299 * nodirectivesTRUE -1.6591 0.9857 -1.683 0.09234 . warning_first_msgTRUE -1.4520 0.3283 -4.423 9.71e-06 *** is_shared_ipTRUE -0.6181 0.4554 -1.357 0.17470 is_anonTRUE -2.0221 0.6321 -3.199 0.00138 ** ns0_edits_before_msg 0.4849 0.1487 3.262 0.00111 ** user_talk_edits_before_msg 1.7761 1.4341 1.238 0.21555 personalTRUE:warning_first_msgTRUE 1.0137 0.4994 2.030 0.04237 * personalTRUE:is_shared_ipTRUE 2.0027 0.6455 3.103 0.00192 ** personalTRUE:is_anonTRUE 1.2884 0.9719 1.326 0.18493 personalTRUE:ns0_edits_before_msg -0.2702 0.2004 -1.348 0.17763 personalTRUE:user_talk_edits_before_msg 4.3355 254.5518 0.017 0.98641 nodirectivesTRUE:warning_first_msgTRUE 1.1833 0.4821 2.455 0.01410 * nodirectivesTRUE:is_shared_ipTRUE 1.5230 0.6856 2.221 0.02632 * nodirectivesTRUE:is_anonTRUE 1.1991 0.8932 1.342 0.17944 nodirectivesTRUE:ns0_edits_before_msg -0.1349 0.2075 -0.650 0.51570 nodirectivesTRUE:user_talk_edits_before_msg -16.2635 882.7446 -0.018 0.98530 Active = edits_after_msg_3days > 0 glm(formula = active ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 1.09306 0.64387 1.698 0.089576 . personalTRUE -2.09249 1.06035 -1.973 0.048451 * nodirectivesTRUE -1.91664 0.96084 -1.995 0.046069 * warning_first_msgTRUE -0.87948 0.33053 -2.661 0.007795 ** is_shared_ipTRUE -0.43870 0.46686 -0.940 0.347382 is_anonTRUE -1.95695 0.58828 -3.327 0.000879 *** ns0_edits_before_msg 0.28169 0.11850 2.377 0.017449 * user_talk_edits_before_msg 1.78055 1.38598 1.285 0.198901 personalTRUE:warning_first_msgTRUE 0.91475 0.54065 1.692 0.090656 . personalTRUE:is_shared_ipTRUE 1.58462 0.67889 2.334 0.019589 * personalTRUE:is_anonTRUE 1.02441 0.94747 1.081 0.279604 personalTRUE:ns0_edits_before_msg -0.06421 0.18055 -0.356 0.722104 personalTRUE:user_talk_edits_before_msg 4.64024 259.30210 0.018 0.985723 nodirectivesTRUE:warning_first_msgTRUE 0.95712 0.50125 1.909 0.056202 . nodirectivesTRUE:is_shared_ipTRUE 1.08970 0.68590 1.589 0.112123 nodirectivesTRUE:is_anonTRUE 1.51385 0.86063 1.759 0.078576 . nodirectivesTRUE:ns0_edits_before_msg -0.03206 0.17266 -0.186 0.852703 nodirectivesTRUE:user_talk_edits_before_msg -15.57920 882.74452 -0.018 0.985919 Warned_again = warnings_after_24hrs > 0 glm(formula = warned_again ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.5462 0.6339 -0.862 0.3889 personalTRUE -0.2168 1.0230 -0.212 0.8322 nodirectivesTRUE -0.3367 0.9853 -0.342 0.7326 warning_first_msgTRUE -0.2676 0.3777 -0.708 0.4787 is_shared_ipTRUE -0.2397 0.5530 -0.433 0.6647 is_anonTRUE -1.2727 0.5668 -2.245 0.0248 * ns0_edits_before_msg 0.2964 0.1180 2.512 0.0120 * user_talk_edits_before_msg -12.5703 653.1176 -0.019 0.9846 personalTRUE:warning_first_msgTRUE 0.4077 0.5875 0.694 0.4877 personalTRUE:is_shared_ipTRUE 0.7940 0.7780 1.021 0.3075 personalTRUE:is_anonTRUE 0.1015 0.9114 0.111 0.9114 personalTRUE:ns0_edits_before_msg -0.2082 0.1725 -1.207 0.2275 personalTRUE:user_talk_edits_before_msg 13.0204 653.1179 0.020 0.9841 nodirectivesTRUE:warning_first_msgTRUE 0.1785 0.5628 0.317 0.7512 nodirectivesTRUE:is_shared_ipTRUE 0.1851 0.8025 0.231 0.8176 nodirectivesTRUE:is_anonTRUE 0.6378 0.8646 0.738 0.4607 nodirectivesTRUE:ns0_edits_before_msg -0.1571 0.1753 -0.896 0.3701 nodirectivesTRUE:user_talk_edits_before_msg -1.7565 1595.2256 -0.001 0.9991 Blocked = blocked_after_msg_seconds != NA & blocked_after_msg_seconds < 604800 glm(formula = blocked ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -4.089e-01 8.265e-01 -0.495 0.62073 personalTRUE -9.780e-01 1.506e+00 -0.649 0.51613 nodirectivesTRUE -1.418e+00 1.573e+00 -0.902 0.36724 warning_first_msgTRUE -1.188e+00 6.800e-01 -1.746 0.08077 . is_shared_ipTRUE 4.044e-01 7.660e-01 0.528 0.59757 is_anonTRUE -2.264e+00 7.708e-01 -2.938 0.00331 ** ns0_edits_before_msg 1.275e-02 4.633e-02 0.275 0.78314 user_talk_edits_before_msg -1.179e+01 1.072e+03 -0.011 0.99123 personalTRUE:warning_first_msgTRUE 6.234e-01 1.176e+00 0.530 0.59604 personalTRUE:is_shared_ipTRUE 4.344e-01 1.228e+00 0.354 0.72365 personalTRUE:is_anonTRUE -5.785e-01 1.284e+00 -0.451 0.65222 personalTRUE:ns0_edits_before_msg 4.574e-01 2.054e-01 2.226 0.02599 * personalTRUE:user_talk_edits_before_msg 3.475e+00 1.233e+03 0.003 0.99775 nodirectivesTRUE:warning_first_msgTRUE -3.924e-01 1.028e+00 -0.382 0.70261 nodirectivesTRUE:is_shared_ipTRUE 6.927e-03 1.061e+00 0.007 0.99479 nodirectivesTRUE:is_anonTRUE 1.640e+00 1.445e+00 1.135 0.25644 nodirectivesTRUE:ns0_edits_before_msg 1.133e-01 1.865e-01 0.607 0.54375 nodirectivesTRUE:user_talk_edits_before_msg -2.579e+00 2.628e+03 -0.001 0.99922 glm(formula = ns0_edits_after_msg ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), data = group_codings) Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 1.16503 0.44869 2.597 0.00962 ** personalTRUE -0.12445 0.71826 -0.173 0.86250 nodirectivesTRUE 0.10784 0.68932 0.156 0.87573 warning_first_msgTRUE -0.52752 0.22613 -2.333 0.01995 * is_shared_ipTRUE -0.18312 0.32819 -0.558 0.57704 is_anonTRUE -0.23926 0.40779 -0.587 0.55759 ns0_edits_before_msg 0.01315 0.03199 0.411 0.68110 user_talk_edits_before_msg 0.19464 0.63878 0.305 0.76069 personalTRUE:warning_first_msgTRUE 0.28690 0.33722 0.851 0.39519 personalTRUE:is_shared_ipTRUE 0.87715 0.46669 1.880 0.06060 . personalTRUE:is_anonTRUE -0.45208 0.66293 -0.682 0.49551 personalTRUE:ns0_edits_before_msg 0.13630 0.08894 1.532 0.12589 personalTRUE:user_talk_edits_before_msg 0.04726 0.79420 0.060 0.95257 nodirectivesTRUE:warning_first_msgTRUE 0.10258 0.34672 0.296 0.76743 nodirectivesTRUE:is_shared_ipTRUE 0.49395 0.49463 0.999 0.31834 nodirectivesTRUE:is_anonTRUE -0.46884 0.61767 -0.759 0.44809 nodirectivesTRUE:ns0_edits_before_msg 0.20351 0.09520 2.138 0.03290 * nodirectivesTRUE:user_talk_edits_before_msg -1.19274 1.69130 -0.705 0.48091 glm(formula = user_talk_edits_after_msg ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), data = group_codings) Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.776859 0.174761 4.445 1.03e-05 *** personalTRUE -0.757924 0.279757 -2.709 0.00691 ** nodirectivesTRUE 0.179569 0.268485 0.669 0.50384 warning_first_msgTRUE -0.154835 0.088077 -1.758 0.07921 . is_shared_ipTRUE -0.109524 0.127826 -0.857 0.39184 is_anonTRUE -0.658107 0.158831 -4.143 3.85e-05 *** ns0_edits_before_msg -0.002422 0.012460 -0.194 0.84594 user_talk_edits_before_msg 0.644761 0.248799 2.591 0.00976 ** personalTRUE:warning_first_msgTRUE 0.179600 0.131346 1.367 0.17196 personalTRUE:is_shared_ipTRUE 0.111744 0.181773 0.615 0.53893 personalTRUE:is_anonTRUE 0.653397 0.258207 2.531 0.01161 * personalTRUE:ns0_edits_before_msg -0.007997 0.034643 -0.231 0.81752 personalTRUE:user_talk_edits_before_msg -0.398911 0.309337 -1.290 0.19764 nodirectivesTRUE:warning_first_msgTRUE 0.320835 0.135045 2.376 0.01779 * nodirectivesTRUE:is_shared_ipTRUE 0.161095 0.192656 0.836 0.40335 nodirectivesTRUE:is_anonTRUE -0.406915 0.240579 -1.691 0.09122 . nodirectivesTRUE:ns0_edits_before_msg 0.051415 0.037080 1.387 0.16602 nodirectivesTRUE:user_talk_edits_before_msg -0.634153 0.658750 -0.963 0.33606

Result's for 347 'good faith' editors

• Good outcome
  • Less likely for anons (marginal)
    • Effect negated for shared IPs
      • Much less if shared IP and warning was personal
  • More likely for editors with more edits to Articles before the warning if the warning was nodirectives
• Improves
  • No significant effects (Hard when editors are already "good faith")
• Contact
  • More likely if warning is nodirectives (marginal)
• Good contact
  • No significant effects
• Stay
  • Less likely if message was nodirectives (marginal)
  • Less likely if anon
    • Effect negated for shared IPs (marginal)
  • More likely for editor with more edits to Articles before the warning
• Active
  • Less likely if anon
    • Effect negated for shared IPs (marginal)
  • More likely for editor with more edits to Articles before the warning
• Warned again
  • Less likely if editor was anon (marginal)
    • Effect reversed when message was personal (marginal)
• Blocked
  • No significant effects
• Article edits after warning
  • More for editors with more edits to articles before the warning if message was personal
  • More for editors with more edits to articles before the warning if message was nodirectives
• User_talk edits after warning
  • More if warning was nodirectives
  • More for editors with more edits to Articles before the warning if message was personal (marginal)
  • More for editors with more edits to User_talk before the warning if message was personal

R output

glm(formula = good_outcome ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.16007 0.40870 0.392 0.6953 personalTRUE 0.20712 0.72859 0.284 0.7762 nodirectivesTRUE -0.90740 0.74468 -1.219 0.2230 warning_first_msgTRUE -0.19591 0.47276 -0.414 0.6786 is_shared_ipTRUE 1.82035 0.93861 1.939 0.0525 . is_anonTRUE -1.13480 0.50024 -2.269 0.0233 * ns0_edits_before_msg 0.03134 0.02583 1.213 0.2251 user_talk_edits_before_msg 0.29976 0.58953 0.508 0.6111 personalTRUE:warning_first_msgTRUE 0.18395 0.69961 0.263 0.7926 personalTRUE:is_shared_ipTRUE -3.42239 1.49432 -2.290 0.0220 * personalTRUE:is_anonTRUE 0.02764 0.78793 0.035 0.9720 personalTRUE:ns0_edits_before_msg 0.04513 0.04820 0.936 0.3492 personalTRUE:user_talk_edits_before_msg -1.86646 1.50965 -1.236 0.2163 nodirectivesTRUE:warning_first_msgTRUE 0.72754 0.69706 1.044 0.2966 nodirectivesTRUE:is_shared_ipTRUE -1.38098 1.37014 -1.008 0.3135 nodirectivesTRUE:is_anonTRUE 0.25588 0.75189 0.340 0.7336 nodirectivesTRUE:ns0_edits_before_msg 0.15913 0.06955 2.288 0.0221 * nodirectivesTRUE:user_talk_edits_before_msg -1.17882 1.35785 -0.868 0.3853 glm(formula = improves ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings[group_codings$before_rating <= 4, ]) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.06335 0.64763 0.098 0.922 personalTRUE -0.66141 1.30606 -0.506 0.613 nodirectivesTRUE -0.37311 1.42148 -0.262 0.793 warning_first_msgTRUE 0.24472 0.77532 0.316 0.752 is_shared_ipTRUE 0.74250 1.59344 0.466 0.641 is_anonTRUE -0.75941 0.77034 -0.986 0.324 ns0_edits_before_msg -0.09288 0.08525 -1.089 0.276 user_talk_edits_before_msg -18.44366 6522.63863 -0.003 0.998 personalTRUE:warning_first_msgTRUE 0.47852 1.31672 0.363 0.716 personalTRUE:is_shared_ipTRUE -0.63876 2.20313 -0.290 0.772 personalTRUE:is_anonTRUE -0.38871 1.39141 -0.279 0.780 personalTRUE:ns0_edits_before_msg 0.04873 0.23884 0.204 0.838 personalTRUE:user_talk_edits_before_msg 3.45676 6686.06002 0.001 1.000 nodirectivesTRUE:warning_first_msgTRUE 1.12800 1.28463 0.878 0.380 nodirectivesTRUE:is_shared_ipTRUE -17.83963 4603.34668 -0.004 0.997 nodirectivesTRUE:is_anonTRUE -0.57415 1.32215 -0.434 0.664 nodirectivesTRUE:ns0_edits_before_msg 0.16202 0.14066 1.152 0.249 nodirectivesTRUE:user_talk_edits_before_msg -0.10889 7988.44498 0.000 1.000 glm(formula = contact ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -2.705e+00 7.829e-01 -3.455 0.00055 *** personalTRUE 1.186e+00 1.218e+00 0.974 0.32994 nodirectivesTRUE 1.899e+00 1.024e+00 1.853 0.06386 . warning_first_msgTRUE 1.198e+00 9.607e-01 1.247 0.21244 is_shared_ipTRUE -1.387e+01 1.495e+03 -0.009 0.99260 is_anonTRUE -1.030e+00 8.775e-01 -1.174 0.24031 ns0_edits_before_msg 1.765e-02 3.217e-02 0.548 0.58335 user_talk_edits_before_msg 1.165e+00 1.019e+00 1.144 0.25278 personalTRUE:warning_first_msgTRUE -1.017e+00 1.348e+00 -0.754 0.45061 personalTRUE:is_shared_ipTRUE -6.739e-01 1.978e+03 0.000 0.99973 personalTRUE:is_anonTRUE 1.005e-01 1.301e+00 0.077 0.93845 personalTRUE:ns0_edits_before_msg -2.548e-01 2.595e-01 -0.982 0.32600 personalTRUE:user_talk_edits_before_msg -5.020e-01 1.103e+00 -0.455 0.64908 nodirectivesTRUE:warning_first_msgTRUE -1.302e+00 1.137e+00 -1.146 0.25196 nodirectivesTRUE:is_shared_ipTRUE -1.683e+00 2.201e+03 -0.001 0.99939 nodirectivesTRUE:is_anonTRUE -2.258e-01 1.074e+00 -0.210 0.83350 nodirectivesTRUE:ns0_edits_before_msg 2.739e-03 7.087e-02 0.039 0.96918 nodirectivesTRUE:user_talk_edits_before_msg -5.878e-02 1.514e+00 -0.039 0.96903 glm(formula = good_contact ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings[group_codings$contact, ]) Coefficients: (4 not defined because of singularities) Estimate Std. Error z value Pr(>|z|) (Intercept) 2.657e+01 3.180e+05 0.000 1.000 personalTRUE 2.318e+01 3.994e+05 0.000 1.000 nodirectivesTRUE 2.150e+02 4.055e+05 0.001 1.000 warning_first_msgTRUE 1.031e-06 4.695e+05 0.000 1.000 is_shared_ipTRUE NA NA NA NA is_anonTRUE -4.101e-06 3.978e+05 0.000 1.000 ns0_edits_before_msg -1.397e-07 2.045e+04 0.000 1.000 user_talk_edits_before_msg 4.700e-07 8.726e+04 0.000 1.000 personalTRUE:warning_first_msgTRUE 2.450e+01 3.546e+05 0.000 1.000 personalTRUE:is_shared_ipTRUE NA NA NA NA personalTRUE:is_anonTRUE NA NA NA NA personalTRUE:ns0_edits_before_msg -2.487e+01 1.100e+05 0.000 1.000 personalTRUE:user_talk_edits_before_msg 6.865e+00 1.122e+05 0.000 1.000 nodirectivesTRUE:warning_first_msgTRUE -8.425e+01 6.546e+05 0.000 1.000 nodirectivesTRUE:is_shared_ipTRUE NA NA NA NA nodirectivesTRUE:is_anonTRUE 8.286e+01 5.970e+05 0.000 1.000 nodirectivesTRUE:ns0_edits_before_msg -2.173e+01 3.032e+04 -0.001 0.999 nodirectivesTRUE:user_talk_edits_before_msg -1.764e+02 2.141e+05 -0.001 0.999 Stay = after_rating != NA glm(formula = stay ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 8.488e-01 4.926e-01 1.723 0.08487 . personalTRUE 3.852e-01 8.540e-01 0.451 0.65198 nodirectivesTRUE -1.355e+00 8.111e-01 -1.670 0.09483 . warning_first_msgTRUE -4.982e-01 4.695e-01 -1.061 0.28864 is_shared_ipTRUE 2.044e+00 1.160e+00 1.763 0.07793 . is_anonTRUE -1.400e+00 5.377e-01 -2.604 0.00922 ** ns0_edits_before_msg 1.445e-01 6.520e-02 2.217 0.02664 * user_talk_edits_before_msg 1.291e+01 6.806e+02 0.019 0.98487 personalTRUE:warning_first_msgTRUE -5.680e-01 7.115e-01 -0.798 0.42467 personalTRUE:is_shared_ipTRUE -1.602e+00 1.499e+00 -1.069 0.28528 personalTRUE:is_anonTRUE 5.773e-01 8.556e-01 0.675 0.49982 personalTRUE:ns0_edits_before_msg 3.466e-03 1.092e-01 0.032 0.97469 personalTRUE:user_talk_edits_before_msg -1.280e+01 6.806e+02 -0.019 0.98500 nodirectivesTRUE:warning_first_msgTRUE 5.734e-01 6.814e-01 0.841 0.40008 nodirectivesTRUE:is_shared_ipTRUE -1.863e-01 1.667e+00 -0.112 0.91102 nodirectivesTRUE:is_anonTRUE 1.031e+00 7.914e-01 1.303 0.19265 nodirectivesTRUE:ns0_edits_before_msg 1.365e-01 1.113e-01 1.226 0.22014 nodirectivesTRUE:user_talk_edits_before_msg 3.564e+00 1.364e+03 0.003 0.99792 Active = edits_after_msg_3days > 0 glm(formula = active ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.05409 0.45169 0.120 0.90467 personalTRUE -0.19433 0.75601 -0.257 0.79714 nodirectivesTRUE -0.18931 0.76389 -0.248 0.80427 warning_first_msgTRUE 0.50476 0.51490 0.980 0.32693 is_shared_ipTRUE 1.62321 0.90530 1.793 0.07297 . is_anonTRUE -1.67181 0.54857 -3.048 0.00231 ** ns0_edits_before_msg 0.12650 0.05313 2.381 0.01726 * user_talk_edits_before_msg 13.68369 662.08610 0.021 0.98351 personalTRUE:warning_first_msgTRUE -0.77237 0.72535 -1.065 0.28696 personalTRUE:is_shared_ipTRUE -0.80849 1.25175 -0.646 0.51835 personalTRUE:is_anonTRUE 1.18071 0.82022 1.439 0.15001 personalTRUE:ns0_edits_before_msg 0.05985 0.10180 0.588 0.55659 personalTRUE:user_talk_edits_before_msg -13.53138 662.08622 -0.020 0.98369 nodirectivesTRUE:warning_first_msgTRUE -0.60431 0.70750 -0.854 0.39302 nodirectivesTRUE:is_shared_ipTRUE -0.44021 1.33310 -0.330 0.74124 nodirectivesTRUE:is_anonTRUE 0.88056 0.78699 1.119 0.26319 nodirectivesTRUE:ns0_edits_before_msg 0.05448 0.08475 0.643 0.52034 nodirectivesTRUE:user_talk_edits_before_msg 2.83352 1348.97232 0.002 0.99832 Warned_again = warnings_after_24hrs > 0 glm(formula = warned_again ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.42443 0.56174 -2.536 0.0112 * personalTRUE -1.22563 1.15233 -1.064 0.2875 nodirectivesTRUE 0.33578 0.86821 0.387 0.6989 warning_first_msgTRUE 0.51295 0.72228 0.710 0.4776 is_shared_ipTRUE 1.04161 1.29785 0.803 0.4222 is_anonTRUE -1.34389 0.71332 -1.884 0.0596 . ns0_edits_before_msg -0.02904 0.06378 -0.455 0.6489 user_talk_edits_before_msg 0.85560 0.75466 1.134 0.2569 personalTRUE:warning_first_msgTRUE -0.40517 0.97657 -0.415 0.6782 personalTRUE:is_shared_ipTRUE -1.50810 1.77737 -0.849 0.3962 personalTRUE:is_anonTRUE 2.32615 1.22779 1.895 0.0581 . personalTRUE:ns0_edits_before_msg 0.04629 0.07163 0.646 0.5182 personalTRUE:user_talk_edits_before_msg -0.30669 0.83109 -0.369 0.7121 nodirectivesTRUE:warning_first_msgTRUE -0.71662 0.93377 -0.767 0.4428 nodirectivesTRUE:is_shared_ipTRUE 0.77636 1.63103 0.476 0.6341 nodirectivesTRUE:is_anonTRUE 0.45627 0.95092 0.480 0.6314 nodirectivesTRUE:ns0_edits_before_msg 0.09237 0.08317 1.111 0.2667 nodirectivesTRUE:user_talk_edits_before_msg 1.54019 1.44939 1.063 0.2879 Blocked = blocked_after_msg_seconds != NA & blocked_after_msg_seconds < 604800 glm(formula = blocked ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), family = binomial(link = "logit"), data = group_codings) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -3.123e+00 1.047e+00 -2.984 0.00285 ** personalTRUE -1.723e+01 3.961e+03 -0.004 0.99653 nodirectivesTRUE -1.744e+01 4.962e+03 -0.004 0.99720 warning_first_msgTRUE -7.619e-01 8.951e-01 -0.851 0.39467 is_shared_ipTRUE 3.735e-01 1.285e+00 0.291 0.77133 is_anonTRUE 9.607e-01 1.182e+00 0.813 0.41620 ns0_edits_before_msg -1.152e-03 5.386e-02 -0.021 0.98294 user_talk_edits_before_msg -1.501e+01 5.249e+03 -0.003 0.99772 personalTRUE:warning_first_msgTRUE -4.568e-01 1.749e+00 -0.261 0.79390 personalTRUE:is_shared_ipTRUE 6.853e-01 2.019e+00 0.339 0.73428 personalTRUE:is_anonTRUE 1.598e+01 3.961e+03 0.004 0.99678 personalTRUE:ns0_edits_before_msg 8.003e-02 7.009e-02 1.142 0.25353 personalTRUE:user_talk_edits_before_msg -1.586e+00 6.195e+03 0.000 0.99980 nodirectivesTRUE:warning_first_msgTRUE 7.619e-01 3.887e+03 0.000 0.99984 nodirectivesTRUE:is_shared_ipTRUE -3.735e-01 8.060e+03 0.000 0.99996 nodirectivesTRUE:is_anonTRUE -9.607e-01 4.645e+03 0.000 0.99983 nodirectivesTRUE:ns0_edits_before_msg 1.152e-03 4.030e+02 0.000 1.00000 nodirectivesTRUE:user_talk_edits_before_msg 1.501e+01 1.080e+04 0.001 0.99889 glm(formula = ns0_edits_after_msg ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), data = group_codings) Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 1.91429 0.85725 2.233 0.026243 * personalTRUE -0.46038 1.47370 -0.312 0.754946 nodirectivesTRUE 0.73790 1.47350 0.501 0.616873 warning_first_msgTRUE 0.32790 0.93548 0.351 0.726183 is_shared_ipTRUE 1.32866 1.82229 0.729 0.466472 is_anonTRUE -1.39901 1.02651 -1.363 0.173890 ns0_edits_before_msg 0.06827 0.05015 1.361 0.174346 user_talk_edits_before_msg 0.05021 0.86366 0.058 0.953681 personalTRUE:warning_first_msgTRUE -1.06493 1.37909 -0.772 0.440572 personalTRUE:is_shared_ipTRUE -1.31611 2.49043 -0.528 0.597543 personalTRUE:is_anonTRUE 0.88126 1.58964 0.554 0.579712 personalTRUE:ns0_edits_before_msg 0.41250 0.07838 5.263 2.62e-07 *** personalTRUE:user_talk_edits_before_msg -0.03094 1.05164 -0.029 0.976546 nodirectivesTRUE:warning_first_msgTRUE -1.40886 1.32538 -1.063 0.288599 nodirectivesTRUE:is_shared_ipTRUE -1.26838 2.66648 -0.476 0.634633 nodirectivesTRUE:is_anonTRUE -0.32296 1.52060 -0.212 0.831941 nodirectivesTRUE:ns0_edits_before_msg 0.40219 0.10949 3.673 0.000281 *** nodirectivesTRUE:user_talk_edits_before_msg -2.15759 2.43838 -0.885 0.376911 glm(formula = user_talk_edits_after_msg ~ (personal + nodirectives) * (warning_first_msg + is_shared_ip + is_anon + ns0_edits_before_msg + user_talk_edits_before_msg), data = group_codings) Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.363334 0.249594 1.456 0.14646 personalTRUE -0.292572 0.429076 -0.682 0.49582 nodirectivesTRUE 0.992960 0.429016 2.315 0.02128 * warning_first_msgTRUE -0.015913 0.272369 -0.058 0.95345 is_shared_ipTRUE -0.371982 0.530569 -0.701 0.48376 is_anonTRUE 0.004312 0.298874 0.014 0.98850 ns0_edits_before_msg 0.001897 0.014601 0.130 0.89670 user_talk_edits_before_msg 0.335801 0.251460 1.335 0.18270 personalTRUE:warning_first_msgTRUE -0.211698 0.401528 -0.527 0.59840 personalTRUE:is_shared_ipTRUE 0.170701 0.725100 0.235 0.81404 personalTRUE:is_anonTRUE 0.096056 0.462832 0.208 0.83572 personalTRUE:ns0_edits_before_msg 0.043509 0.022820 1.907 0.05748 . personalTRUE:user_talk_edits_before_msg 0.855420 0.306190 2.794 0.00553 ** nodirectivesTRUE:warning_first_msgTRUE -0.474142 0.385891 -1.229 0.22010 nodirectivesTRUE:is_shared_ipTRUE -0.250105 0.776359 -0.322 0.74755 nodirectivesTRUE:is_anonTRUE -0.718469 0.442730 -1.623 0.10562 nodirectivesTRUE:ns0_edits_before_msg -0.009917 0.031879 -0.311 0.75594 nodirectivesTRUE:user_talk_edits_before_msg -0.748478 0.709947 -1.054 0.29256