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) 18.628447 0.4732727 1016 39.36091 RolePilot 2.339387 0.3498409 1016 6.68700 RoleNavigator 0.853197 0.3492707 1016 2.44280 PersonalityClusterConscientiousness 0.380039 0.9605002 61 0.39567 PersonalityClusterExtraversion 0.990539 0.9255152 61 1.07026 PersonalityClusterAgreeableness -0.688211 0.8525271 61 -0.80726 PersonalityClusterNeuroticism 1.622085 0.8832687 61 1.83646 RolePilot:PersonalityClusterConscientiousness -1.927241 0.6748824 1016 -2.85567 RoleNavigator:PersonalityClusterConscientiousness -0.486731 0.6799132 1016 -0.71587 RolePilot:PersonalityClusterExtraversion -1.109228 0.7259618 1016 -1.52794 RoleNavigator:PersonalityClusterExtraversion 0.472924 0.7138412 1016 0.66251 RolePilot:PersonalityClusterAgreeableness -0.276272 0.6179860 1016 -0.44705 RoleNavigator:PersonalityClusterAgreeableness 1.942300 0.6185913 1016 3.13988 RolePilot:PersonalityClusterNeuroticism -1.867657 0.6347555 1016 -2.94233 RoleNavigator:PersonalityClusterNeuroticism -1.238642 0.6392152 1016 -1.93775 p-value (Intercept) 0.0000 RolePilot 0.0000 RoleNavigator 0.0147 PersonalityClusterConscientiousness 0.6937 PersonalityClusterExtraversion 0.2887 PersonalityClusterAgreeableness 0.4227 PersonalityClusterNeuroticism 0.0712 RolePilot:PersonalityClusterConscientiousness 0.0044 RoleNavigator:PersonalityClusterConscientiousness 0.4742 RolePilot:PersonalityClusterExtraversion 0.1268 RoleNavigator:PersonalityClusterExtraversion 0.5078 RolePilot:PersonalityClusterAgreeableness 0.6549 RoleNavigator:PersonalityClusterAgreeableness 0.0017 RolePilot:PersonalityClusterNeuroticism 0.0033 RoleNavigator:PersonalityClusterNeuroticism 0.0529 Correlation: (Intr) RolPlt RlNvgt PrsnCC RolePilot -0.346 RoleNavigator -0.338 0.505 PersonalityClusterConscientiousness -0.493 0.170 0.166 PersonalityClusterExtraversion -0.511 0.177 0.173 0.252 PersonalityClusterAgreeableness -0.555 0.192 0.187 0.274 PersonalityClusterNeuroticism -0.536 0.185 0.181 0.264 RolePilot:PersonalityClusterConscientiousness 0.179 -0.518 -0.262 -0.289 RoleNavigator:PersonalityClusterConscientiousness 0.173 -0.259 -0.514 -0.286 RolePilot:PersonalityClusterExtraversion 0.167 -0.482 -0.243 -0.082 RoleNavigator:PersonalityClusterExtraversion 0.165 -0.247 -0.489 -0.081 RolePilot:PersonalityClusterAgreeableness 0.196 -0.566 -0.286 -0.096 RoleNavigator:PersonalityClusterAgreeableness 0.191 -0.285 -0.565 -0.094 RolePilot:PersonalityClusterNeuroticism 0.190 -0.551 -0.278 -0.094 RoleNavigator:PersonalityClusterNeuroticism 0.185 -0.276 -0.546 -0.091 PrsnCE PrsnCA PrsnCN RP:PCC RolePilot RoleNavigator PersonalityClusterConscientiousness PersonalityClusterExtraversion PersonalityClusterAgreeableness 0.284 PersonalityClusterNeuroticism 0.274 0.297 RolePilot:PersonalityClusterConscientiousness -0.092 -0.099 -0.096 RoleNavigator:PersonalityClusterConscientiousness -0.089 -0.096 -0.093 0.440 RolePilot:PersonalityClusterExtraversion -0.278 -0.092 -0.089 0.250 RoleNavigator:PersonalityClusterExtraversion -0.281 -0.092 -0.089 0.128 RolePilot:PersonalityClusterAgreeableness -0.100 -0.355 -0.105 0.293 RoleNavigator:PersonalityClusterAgreeableness -0.097 -0.346 -0.102 0.148 RolePilot:PersonalityClusterNeuroticism -0.097 -0.106 -0.284 0.286 RoleNavigator:PersonalityClusterNeuroticism -0.094 -0.102 -0.279 0.143 RN:PCC RP:PCE RN:PCE RP:PCA RolePilot RoleNavigator PersonalityClusterConscientiousness PersonalityClusterExtraversion PersonalityClusterAgreeableness PersonalityClusterNeuroticism RolePilot:PersonalityClusterConscientiousness RoleNavigator:PersonalityClusterConscientiousness RolePilot:PersonalityClusterExtraversion 0.125 RoleNavigator:PersonalityClusterExtraversion 0.251 0.427 RolePilot:PersonalityClusterAgreeableness 0.147 0.273 0.140 RoleNavigator:PersonalityClusterAgreeableness 0.290 0.137 0.276 0.529 RolePilot:PersonalityClusterNeuroticism 0.143 0.266 0.136 0.312 RoleNavigator:PersonalityClusterNeuroticism 0.281 0.133 0.267 0.156 RN:PCA RP:PCN RolePilot RoleNavigator PersonalityClusterConscientiousness PersonalityClusterExtraversion PersonalityClusterAgreeableness PersonalityClusterNeuroticism RolePilot:PersonalityClusterConscientiousness RoleNavigator:PersonalityClusterConscientiousness RolePilot:PersonalityClusterExtraversion RoleNavigator:PersonalityClusterExtraversion RolePilot:PersonalityClusterAgreeableness RoleNavigator:PersonalityClusterAgreeableness RolePilot:PersonalityClusterNeuroticism 0.157 RoleNavigator:PersonalityClusterNeuroticism 0.309 0.425 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