Linear mixed-effects model fit by REML Data: long_data AIC BIC logLik 5502.484 5587.177 -2734.242 Random effects: Formula: ~1 | Student_ID (Intercept) Residual StdDev: 2.140919 2.786008 Fixed effects: IntrinsicMotivation ~ Role * PersonalityCluster Value Std.Error DF t-value (Intercept) 20.967835 0.4816236 1016 43.53573 RoleSolo -2.339387 0.3498409 1016 -6.68700 RoleNavigator -1.486190 0.3479346 1016 -4.27146 PersonalityClusterConscientiousness -1.547203 1.0013597 61 -1.54510 PersonalityClusterExtraversion -0.118689 1.0047542 61 -0.11813 PersonalityClusterAgreeableness -0.964483 0.8573480 61 -1.12496 PersonalityClusterNeuroticism -0.245572 0.9298533 61 -0.26410 RoleSolo:PersonalityClusterConscientiousness 1.927241 0.6748824 1016 2.85567 RoleNavigator:PersonalityClusterConscientiousness 1.440510 0.7171983 1016 2.00852 RoleSolo:PersonalityClusterExtraversion 1.109228 0.7259618 1016 1.52794 RoleNavigator:PersonalityClusterExtraversion 1.582151 0.7706221 1016 2.05308 RoleSolo:PersonalityClusterAgreeableness 0.276272 0.6179860 1016 0.44705 RoleNavigator:PersonalityClusterAgreeableness 2.218572 0.6002864 1016 3.69586 RoleSolo:PersonalityClusterNeuroticism 1.867657 0.6347555 1016 2.94233 RoleNavigator:PersonalityClusterNeuroticism 0.629015 0.6832743 1016 0.92059 p-value (Intercept) 0.0000 RoleSolo 0.0000 RoleNavigator 0.0000 PersonalityClusterConscientiousness 0.1275 PersonalityClusterExtraversion 0.9064 PersonalityClusterAgreeableness 0.2650 PersonalityClusterNeuroticism 0.7926 RoleSolo:PersonalityClusterConscientiousness 0.0044 RoleNavigator:PersonalityClusterConscientiousness 0.0449 RoleSolo:PersonalityClusterExtraversion 0.1268 RoleNavigator:PersonalityClusterExtraversion 0.0403 RoleSolo:PersonalityClusterAgreeableness 0.6549 RoleNavigator:PersonalityClusterAgreeableness 0.0002 RoleSolo:PersonalityClusterNeuroticism 0.0033 RoleNavigator:PersonalityClusterNeuroticism 0.3575 Correlation: (Intr) RoleSl RlNvgt PrsnCC RoleSolo -0.387 RoleNavigator -0.354 0.499 PersonalityClusterConscientiousness -0.481 0.186 0.170 PersonalityClusterExtraversion -0.479 0.185 0.170 0.231 PersonalityClusterAgreeableness -0.562 0.217 0.199 0.270 PersonalityClusterNeuroticism -0.518 0.200 0.183 0.249 RoleSolo:PersonalityClusterConscientiousness 0.201 -0.518 -0.259 -0.396 RoleNavigator:PersonalityClusterConscientiousness 0.172 -0.242 -0.485 -0.352 RoleSolo:PersonalityClusterExtraversion 0.186 -0.482 -0.240 -0.090 RoleNavigator:PersonalityClusterExtraversion 0.160 -0.225 -0.451 -0.077 RoleSolo:PersonalityClusterAgreeableness 0.219 -0.566 -0.282 -0.105 RoleNavigator:PersonalityClusterAgreeableness 0.205 -0.289 -0.580 -0.099 RoleSolo:PersonalityClusterNeuroticism 0.213 -0.551 -0.275 -0.103 RoleNavigator:PersonalityClusterNeuroticism 0.180 -0.254 -0.509 -0.087 PrsnCE PrsnCA PrsnCN RS:PCC RoleSolo RoleNavigator PersonalityClusterConscientiousness PersonalityClusterExtraversion PersonalityClusterAgreeableness 0.269 PersonalityClusterNeuroticism 0.248 0.291 RoleSolo:PersonalityClusterConscientiousness -0.096 -0.113 -0.104 RoleNavigator:PersonalityClusterConscientiousness -0.082 -0.097 -0.089 0.524 RoleSolo:PersonalityClusterExtraversion -0.466 -0.105 -0.097 0.250 RoleNavigator:PersonalityClusterExtraversion -0.393 -0.090 -0.083 0.117 RoleSolo:PersonalityClusterAgreeableness -0.105 -0.368 -0.113 0.293 RoleNavigator:PersonalityClusterAgreeableness -0.098 -0.341 -0.106 0.150 RoleSolo:PersonalityClusterNeuroticism -0.102 -0.120 -0.413 0.286 RoleNavigator:PersonalityClusterNeuroticism -0.086 -0.101 -0.360 0.132 RN:PCC RS:PCE RN:PCE RS:PCA RoleSolo RoleNavigator PersonalityClusterConscientiousness PersonalityClusterExtraversion PersonalityClusterAgreeableness PersonalityClusterNeuroticism RoleSolo:PersonalityClusterConscientiousness RoleNavigator:PersonalityClusterConscientiousness RoleSolo:PersonalityClusterExtraversion 0.117 RoleNavigator:PersonalityClusterExtraversion 0.219 0.546 RoleSolo:PersonalityClusterAgreeableness 0.137 0.273 0.128 RoleNavigator:PersonalityClusterAgreeableness 0.281 0.139 0.262 0.485 RoleSolo:PersonalityClusterNeuroticism 0.133 0.266 0.124 0.312 RoleNavigator:PersonalityClusterNeuroticism 0.247 0.122 0.230 0.144 RN:PCA RS:PCN RoleSolo RoleNavigator PersonalityClusterConscientiousness PersonalityClusterExtraversion PersonalityClusterAgreeableness PersonalityClusterNeuroticism RoleSolo:PersonalityClusterConscientiousness RoleNavigator:PersonalityClusterConscientiousness RoleSolo:PersonalityClusterExtraversion RoleNavigator:PersonalityClusterExtraversion RoleSolo:PersonalityClusterAgreeableness RoleNavigator:PersonalityClusterAgreeableness RoleSolo:PersonalityClusterNeuroticism 0.159 RoleNavigator:PersonalityClusterNeuroticism 0.295 0.532 Standardized Within-Group Residuals: Min Q1 Med Q3 Max -3.84076013 -0.59288959 0.08114575 0.64067484 2.94407488 Number of Observations: 1092 Number of Groups: 66