## Loading required package: MatrixAnalysis 1: the effect of reputation on accept
## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: accept ~ sharing + (1 + good | MTurk_ID)
## Data: moderator_temp
##
## AIC BIC logLik deviance df.resid
## 978.1 1013.5 -482.0 964.1 1165
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.4471 -0.7146 0.0251 0.7648 2.3373
##
## Random effects:
## Groups Name Variance Std.Dev. Corr
## MTurk_ID (Intercept) 4.575e-02 0.213883
## good 1.537e-05 0.003921 1.00
## Residual 1.077e-01 0.328212
## Number of obs: 1172, groups: MTurk_ID, 195
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.65628 0.02269 28.93
## sharingFair 0.33604 0.02351 14.29
## sharingSelfish -0.30255 0.02346 -12.90
##
## Correlation of Fixed Effects:
## (Intr) shrngF
## sharingFair -0.517
## sharngSlfsh -0.518 0.500## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: accept ~ sharing + good + (1 + good | MTurk_ID)
## Data: moderator_temp
##
## AIC BIC logLik deviance df.resid
## 979.6 1020.2 -481.8 963.6 1164
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.4286 -0.7341 0.0377 0.7710 2.3186
##
## Random effects:
## Groups Name Variance Std.Dev. Corr
## MTurk_ID (Intercept) 4.575e-02 0.21389
## good 1.536e-05 0.00392 1.00
## Residual 1.077e-01 0.32814
## Number of obs: 1172, groups: MTurk_ID, 195
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.65013 0.02453 26.506
## sharingFair 0.33604 0.02350 14.298
## sharingSelfish -0.30258 0.02346 -12.900
## good 0.01264 0.01918 0.659
##
## Correlation of Fixed Effects:
## (Intr) shrngF shrngS
## sharingFair -0.478
## sharngSlfsh -0.478 0.500
## good -0.380 0.000 -0.001## Data: moderator_temp
## Models:
## model_null: accept ~ sharing + (1 + good | MTurk_ID)
## model_good: accept ~ sharing + good + (1 + good | MTurk_ID)
## Df AIC BIC logLik deviance Chisq Chi Df Pr(>Chisq)
## model_null 7 978.07 1013.5 -482.04 964.07
## model_good 8 979.64 1020.2 -481.82 963.64 0.4341 1 0.51Analysis 2: the interaction effect of reputation and sharing on accept
## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: accept ~ sharing + good + (1 + good | MTurk_ID)
## Data: moderator_temp
##
## AIC BIC logLik deviance df.resid
## 979.6 1020.2 -481.8 963.6 1164
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.4286 -0.7341 0.0377 0.7710 2.3186
##
## Random effects:
## Groups Name Variance Std.Dev. Corr
## MTurk_ID (Intercept) 4.575e-02 0.21389
## good 1.536e-05 0.00392 1.00
## Residual 1.077e-01 0.32814
## Number of obs: 1172, groups: MTurk_ID, 195
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.65013 0.02453 26.506
## sharingFair 0.33604 0.02350 14.298
## sharingSelfish -0.30258 0.02346 -12.900
## good 0.01264 0.01918 0.659
##
## Correlation of Fixed Effects:
## (Intr) shrngF shrngS
## sharingFair -0.478
## sharngSlfsh -0.478 0.500
## good -0.380 0.000 -0.001## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: accept ~ sharing * good + (1 + good | MTurk_ID)
## Data: moderator_temp
##
## AIC BIC logLik deviance df.resid
## 983.5 1034.2 -481.8 963.5 1162
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.4417 -0.7212 0.0255 0.7588 2.3147
##
## Random effects:
## Groups Name Variance Std.Dev. Corr
## MTurk_ID (Intercept) 4.576e-02 0.213914
## good 1.515e-05 0.003892 1.00
## Residual 1.077e-01 0.328123
## Number of obs: 1172, groups: MTurk_ID, 195
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.647250 0.028003 23.114
## sharingFair 0.343157 0.033194 10.338
## sharingSelfish -0.301020 0.033145 -9.082
## good 0.018418 0.033196 0.555
## sharingFair:good -0.014272 0.047003 -0.304
## sharingSelfish:good -0.003125 0.046910 -0.067
##
## Correlation of Fixed Effects:
## (Intr) shrngF shrngS good shrnF:
## sharingFair -0.591
## sharngSlfsh -0.592 0.499
## good -0.586 0.499 0.499
## sharngFr:gd 0.417 -0.706 -0.353 -0.706
## shrngSlfsh: 0.418 -0.353 -0.707 -0.708 0.500## Data: moderator_temp
## Models:
## model_null: accept ~ sharing + good + (1 + good | MTurk_ID)
## model_good: accept ~ sharing * good + (1 + good | MTurk_ID)
## Df AIC BIC logLik deviance Chisq Chi Df Pr(>Chisq)
## model_null 8 979.64 1020.2 -481.82 963.64
## model_good 10 983.54 1034.2 -481.77 963.54 0.1018 2 0.9504Analysis 3: the interaction effect of reputation, MI, and sharing on accept
## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula:
## accept ~ sharing + good + moral_internalization_c + sharing:good +
## sharing:moral_internalization_c + good:moral_internalization_c +
## (1 + good | MTurk_ID)
## Data: moderator_temp
##
## AIC BIC logLik deviance df.resid
## 991.1 1062.0 -481.5 963.1 1158
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.4340 -0.7260 0.0253 0.7654 2.3247
##
## Random effects:
## Groups Name Variance Std.Dev. Corr
## MTurk_ID (Intercept) 4.584e-02 0.214095
## good 1.351e-05 0.003676 1.00
## Residual 1.076e-01 0.328037
## Number of obs: 1172, groups: MTurk_ID, 195
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.647217 0.028005 23.111
## sharingFair 0.343288 0.033186 10.344
## sharingSelfish -0.301017 0.033137 -9.084
## good 0.018428 0.033187 0.555
## moral_internalization_c -0.012714 0.045227 -0.281
## sharingFair:good -0.014404 0.046992 -0.307
## sharingSelfish:good -0.003076 0.046897 -0.066
## sharingFair:moral_internalization_c -0.002477 0.043604 -0.057
## sharingSelfish:moral_internalization_c 0.001558 0.043281 0.036
## good:moral_internalization_c 0.023573 0.035519 0.664
##
## Correlation of Fixed Effects:
## (Intr) shrngF shrngS good mrl_n_ shrnF: shrnS: shF:__ shS:__
## sharingFair -0.591
## sharngSlfsh -0.592 0.499
## good -0.586 0.499 0.499
## mrl_ntrnlz_ 0.005 -0.004 -0.002 -0.002
## sharngFr:gd 0.417 -0.706 -0.353 -0.706 0.003
## shrngSlfsh: 0.418 -0.353 -0.707 -0.708 0.001 0.500
## shrngFr:m__ -0.002 -0.003 0.002 0.002 -0.471 0.001 -0.002
## shrngSlf:__ -0.002 0.002 0.003 0.002 -0.479 -0.001 -0.002 0.497
## gd:mrl_ntr_ -0.002 0.005 0.000 0.000 -0.382 -0.004 0.002 -0.011 -0.002## Linear mixed model fit by maximum likelihood ['lmerMod']
## Formula: accept ~ sharing * good * moral_internalization_c + (1 + good |
## MTurk_ID)
## Data: moderator_temp
##
## AIC BIC logLik deviance df.resid
## 994.6 1075.7 -481.3 962.6 1156
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.4356 -0.7295 0.0291 0.7698 2.3139
##
## Random effects:
## Groups Name Variance Std.Dev. Corr
## MTurk_ID (Intercept) 4.587e-02 0.214164
## good 1.313e-05 0.003624 1.00
## Residual 1.076e-01 0.327957
## Number of obs: 1172, groups: MTurk_ID, 195
##
## Fixed effects:
## Estimate Std. Error t value
## (Intercept) 0.647191 0.028003 23.111
## sharingFair 0.343360 0.033178 10.349
## sharingSelfish -0.300950 0.033129 -9.084
## good 0.018437 0.033179 0.556
## moral_internalization_c -0.022953 0.051610 -0.445
## sharingFair:good -0.014474 0.046981 -0.308
## sharingSelfish:good -0.003166 0.046886 -0.068
## sharingFair:moral_internalization_c 0.001201 0.061967 0.019
## sharingSelfish:moral_internalization_c 0.028240 0.061132 0.462
## good:moral_internalization_c 0.044135 0.061256 0.720
## sharingFair:good:moral_internalization_c -0.007731 0.087195 -0.089
## sharingSelfish:good:moral_internalization_c -0.053454 0.086540 -0.618
##
## Correlation of Fixed Effects:
## (Intr) shrngF shrngS good mrl_n_ shrnF: shrnS: shF:__ shS:__
## sharingFair -0.591
## sharngSlfsh -0.592 0.499
## good -0.586 0.498 0.499
## mrl_ntrnlz_ 0.006 -0.003 -0.003 -0.003
## sharngFr:gd 0.417 -0.706 -0.353 -0.706 0.002
## shrngSlfsh: 0.418 -0.353 -0.707 -0.708 0.002 0.500
## shrngFr:m__ -0.003 -0.004 0.002 0.002 -0.584 0.003 -0.002
## shrngSlf:__ -0.003 0.002 0.005 0.002 -0.592 -0.002 -0.003 0.493
## gd:mrl_ntr_ -0.003 0.002 0.002 0.001 -0.587 -0.001 -0.001 0.492 0.499
## shrngFr::__ 0.002 0.003 -0.002 -0.001 0.415 -0.003 0.001 -0.711 -0.351
## shrngSl::__ 0.002 -0.002 -0.003 -0.001 0.418 0.001 0.003 -0.348 -0.706
## gd:m__ sF::__
## sharingFair
## sharngSlfsh
## good
## mrl_ntrnlz_
## sharngFr:gd
## shrngSlfsh:
## shrngFr:m__
## shrngSlf:__
## gd:mrl_ntr_
## shrngFr::__ -0.702
## shrngSl::__ -0.708 0.497## Data: moderator_temp
## Models:
## model_null: accept ~ sharing + good + moral_internalization_c + sharing:good +
## model_null: sharing:moral_internalization_c + good:moral_internalization_c +
## model_null: (1 + good | MTurk_ID)
## model_good: accept ~ sharing * good * moral_internalization_c + (1 + good |
## model_good: MTurk_ID)
## Df AIC BIC logLik deviance Chisq Chi Df Pr(>Chisq)
## model_null 14 991.09 1062.0 -481.54 963.09
## model_good 16 994.64 1075.7 -481.32 962.64 0.4447 2 0.8006