Linear mixed-effects model fit by REML Data: long_data AIC BIC logLik 5522.379 5621.962 -2741.189 Random effects: Formula: ~1 | Student_ID (Intercept) Residual StdDev: 2.013113 2.784718 Fixed effects: IntrinsicMotivation ~ Role * (B5_O + B5_C + B5_E + B5_A + B5_N) Value Std.Error DF t-value p-value (Intercept) 16.784103 2.2787642 1014 7.365441 0.0000 RolePilot 2.705333 1.7015576 1014 1.589916 0.1122 RoleNavigator 3.414951 1.7160558 1014 1.990000 0.0469 B5_O -0.178919 0.3131749 60 -0.571308 0.5699 B5_C 0.516170 0.3795121 60 1.360087 0.1789 B5_E 0.515166 0.3453363 60 1.491782 0.1410 B5_A -0.048096 0.3961506 60 -0.121407 0.9038 B5_N -0.033572 0.3020975 60 -0.111128 0.9119 RolePilot:B5_O 0.529041 0.2362567 1014 2.239265 0.0254 RoleNavigator:B5_O 0.105161 0.2383439 1014 0.441216 0.6592 RolePilot:B5_C -0.418527 0.2879508 1014 -1.453466 0.1464 RoleNavigator:B5_C -0.993993 0.2890800 1014 -3.438472 0.0006 RolePilot:B5_E 0.255324 0.2714293 1014 0.940665 0.3471 RoleNavigator:B5_E 0.398654 0.2683192 1014 1.485744 0.1377 RolePilot:B5_A -0.036663 0.2979805 1014 -0.123039 0.9021 RoleNavigator:B5_A 0.249771 0.2953487 1014 0.845681 0.3979 RolePilot:B5_N -0.780690 0.2248326 1014 -3.472316 0.0005 RoleNavigator:B5_N -0.563745 0.2276674 1014 -2.476178 0.0134 Correlation: (Intr) RolPlt RlNvgt B5_O B5_C B5_E B5_A B5_N RP:B5_O RolePilot -0.333 RoleNavigator -0.330 0.486 B5_O -0.361 0.125 0.124 B5_C -0.384 0.131 0.130 -0.257 B5_E -0.278 0.109 0.110 0.046 -0.236 B5_A -0.491 0.132 0.131 -0.053 0.151 -0.291 B5_N -0.546 0.190 0.188 0.037 0.053 0.267 -0.011 RolePilot:B5_O 0.123 -0.353 -0.176 -0.348 0.083 -0.053 0.064 -0.031 RoleNavigator:B5_O 0.120 -0.173 -0.340 -0.332 0.077 -0.054 0.063 -0.030 0.478 RolePilot:B5_C 0.131 -0.391 -0.193 0.083 -0.319 0.081 -0.059 -0.019 -0.277 RoleNavigator:B5_C 0.132 -0.196 -0.394 0.076 -0.314 0.080 -0.059 -0.019 -0.113 RolePilot:B5_E 0.102 -0.266 -0.163 -0.053 0.082 -0.337 0.129 -0.116 0.052 RoleNavigator:B5_E 0.104 -0.164 -0.288 -0.055 0.083 -0.339 0.130 -0.118 0.068 RolePilot:B5_A 0.131 -0.464 -0.180 0.064 -0.058 0.133 -0.354 0.034 -0.069 RoleNavigator:B5_A 0.133 -0.185 -0.465 0.063 -0.059 0.133 -0.355 0.032 -0.081 RolePilot:B5_N 0.191 -0.554 -0.282 -0.032 -0.019 -0.122 0.034 -0.330 0.057 RoleNavigator:B5_N 0.188 -0.281 -0.567 -0.031 -0.017 -0.122 0.032 -0.324 0.042 RN:B5_O RP:B5_C RN:B5_C RP:B5_E RN:B5_E RP:B5_A RN:B5_A RP:B5_N RolePilot RoleNavigator B5_O B5_C B5_E B5_A B5_N RolePilot:B5_O RoleNavigator:B5_O RolePilot:B5_C -0.114 RoleNavigator:B5_C -0.288 0.464 RolePilot:B5_E 0.068 -0.245 -0.111 RoleNavigator:B5_E 0.034 -0.114 -0.216 0.487 RolePilot:B5_A -0.081 0.138 0.064 -0.301 -0.166 RoleNavigator:B5_A -0.068 0.065 0.128 -0.165 -0.274 0.494 RolePilot:B5_N 0.040 0.087 0.046 0.230 0.162 -0.030 -0.046 RoleNavigator:B5_N 0.052 0.043 0.098 0.161 0.245 -0.047 -0.022 0.477 Standardized Within-Group Residuals: Min Q1 Med Q3 Max -3.84779134 -0.59626573 0.07547375 0.60177073 3.08860732 Number of Observations: 1092 Number of Groups: 66