Libraries
Most recent pilot
Rank Analyses
## Call:
## clm2(location = rank_rf ~ deiexpert_f * backlash_f * gendertarget +
## (1 | pid), data = nonebacklash_long1)
##
## Location coefficients:
## deiexpert_fTrad backlash_fNo Backlash Cond. gendertargetWoman trgt deiexpert_fTrad:backlash_fNo Backlash Cond. deiexpert_fTrad:gendertargetWoman trgt backlash_fNo Backlash Cond.:gendertargetWoman trgt deiexpert_fTrad:backlash_fNo Backlash Cond.:gendertargetWoman trgt
## 0.742 -0.052 1.329 -0.090 -1.439 0.140 0.149
##
## No Scale coefficients
##
## Threshold coefficients:
## 1|2 2|3 3|4
## -0.48 0.69 1.85
##
## log-likelihood: -2445.47
## AIC: 4910.93
## (8 observations deleted due to missingness)## Call:
## clm2(location = rank_rf ~ deiexpert_f * backlash_f * gendertarget +
## (1 | pid), data = nonebacklash_long1)
##
## Location coefficients:
## Estimate Std. Error z value Pr(>|z|)
## deiexpert_fTrad 0.742 0.173 4.284 0.0000183421137
## backlash_fNo Backlash Cond. -0.052 0.174 -0.297 0.8
## gendertargetWoman trgt 1.329 0.181 7.328 0.0000000000002
## deiexpert_fTrad:backlash_fNo Backlash Cond. -0.090 0.240 -0.375 0.7
## deiexpert_fTrad:gendertargetWoman trgt -1.439 0.244 -5.895 0.0000000037551
## backlash_fNo Backlash Cond.:gendertargetWoman trgt 0.140 0.243 0.576 0.6
## deiexpert_fTrad:backlash_fNo Backlash Cond.:gendertargetWoman trgt 0.149 0.339 0.440 0.7
##
## No scale coefficients
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -0.478 0.131 -3.647
## 2|3 0.690 0.132 5.222
## 3|4 1.851 0.138 13.415
##
## log-likelihood: -2445.47
## AIC: 4910.93
## Condition number of Hessian: 317.23
## (8 observations deleted due to missingness)Likert (VS)
## Linear mixed model fit by REML ['lmerModLmerTest']
## Formula: vs ~ deiexpert_f * backlash_f * gendertarget + (1 | pid)
## Data: nonebacklash_long1
## REML criterion at convergence: 6676
## Random effects:
## Groups Name Std.Dev.
## pid (Intercept) 1.04
## Residual 1.29
## Number of obs: 1820, groups: pid, 455
## Fixed Effects:
## (Intercept) deiexpert_fTrad backlash_fNo Backlash Cond. gendertargetWoman trgt deiexpert_fTrad:backlash_fNo Backlash Cond. deiexpert_fTrad:gendertargetWoman trgt backlash_fNo Backlash Cond.:gendertargetWoman trgt deiexpert_fTrad:backlash_fNo Backlash Cond.:gendertargetWoman trgt
## 4.262 0.372 -0.204 0.866 -0.155 -0.891 0.298 0.091## Linear mixed model fit by REML. t-tests use Satterthwaite's method ['lmerModLmerTest']
## Formula: vs ~ deiexpert_f * backlash_f * gendertarget + (1 | pid)
## Data: nonebacklash_long1
##
## REML criterion at convergence: 6676
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.343 -0.519 0.048 0.536 2.686
##
## Random effects:
## Groups Name Variance Std.Dev.
## pid (Intercept) 1.07 1.04
## Residual 1.66 1.29
## Number of obs: 1820, groups: pid, 455
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 4.262 0.137 718.573 31.07 < 0.0000000000000002 ***
## deiexpert_fTrad 0.372 0.185 718.573 2.01 0.045 *
## backlash_fNo Backlash Cond. -0.204 0.186 718.573 -1.10 0.273
## gendertargetWoman trgt 0.866 0.128 1361.000 6.77 0.00000000002 ***
## deiexpert_fTrad:backlash_fNo Backlash Cond. -0.155 0.259 718.573 -0.60 0.549
## deiexpert_fTrad:gendertargetWoman trgt -0.891 0.173 1361.000 -5.16 0.00000029100 ***
## backlash_fNo Backlash Cond.:gendertargetWoman trgt 0.298 0.174 1361.000 1.72 0.086 .
## deiexpert_fTrad:backlash_fNo Backlash Cond.:gendertargetWoman trgt 0.091 0.242 1361.000 0.38 0.707
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dxpr_T b_NBC. gndrWt d_T:BC d_T:Wt b_NBCt
## dexprt_fTrd -0.741
## bcklsh_NBC. -0.737 0.546
## gndrtrgtWmt -0.467 0.346 0.344
## dxp_T:_NBC. 0.529 -0.714 -0.718 -0.247
## dxprt_fT:Wt 0.346 -0.467 -0.255 -0.741 0.333
## bck_NBC.:Wt 0.344 -0.255 -0.467 -0.737 0.335 0.546
## d_T:_NBC.:t -0.247 0.333 0.335 0.529 -0.467 -0.714 -0.718MBA Study
Rank
## Warning in setStart(rho): design appears to be rank-deficient, so dropping some coefs## Call:
## clm2(location = rankf ~ cond * TeammateGender + (1 + LearningTeam |
## pid), data = deivsmba_clean)
##
## Location coefficients:
## Estimate Std. Error z value Pr(>|z|)
## conddei -0.250 0.187 -1.337 0.18
## TeammateGenderMale 0.043 0.173 0.246 0.81
## conddei:TeammateGenderMale 0.503 0.242 2.075 0.04
##
## No scale coefficients
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -1.125 0.144 -7.830
## 2|3 -0.037 0.138 -0.270
## 3|4 0.990 0.141 7.011
## 4|5 2.431 0.169 14.360
## 5|6 6.867 1.008 6.814
##
## log-likelihood: -1399.64
## AIC: 2815.28
## Condition number of Hessian: 657.58
## (27 observations deleted due to missingness)Likert (VS)
## Linear mixed model fit by REML. t-tests use Satterthwaite's method ['lmerModLmerTest']
## Formula: Likely ~ cond * TeammateGender + (1 + LearningTeam | pid)
## Data: deivsmba_clean
##
## REML criterion at convergence: 3017
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -4.318 -0.402 0.166 0.403 2.497
##
## Random effects:
## Groups Name Variance Std.Dev. Corr
## pid (Intercept) 0.943171 0.9712
## LearningTeam 0.000182 0.0135 -0.41
## Residual 1.113473 1.0552
## Number of obs: 916, groups: pid, 224
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.7545 0.1175 368.7435 48.97 <0.0000000000000002 ***
## conddei 0.0718 0.1648 369.2033 0.44 0.663
## TeammateGenderMale 0.0401 0.1060 743.2966 0.38 0.705
## conddei:TeammateGenderMale -0.2440 0.1475 739.9682 -1.65 0.099 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) condde TmmtGM
## conddei -0.713
## TemmtGndrMl -0.513 0.366
## cndd:TmmtGM 0.369 -0.516 -0.718
## optimizer (nloptwrap) convergence code: 0 (OK)
## Model failed to converge with max|grad| = 2.60144 (tol = 0.002, component 1)