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) 19.489436 2.3470273 1014 8.303881 0.0000 RoleSolo -2.705333 1.7015576 1014 -1.589916 0.1122 RoleNavigator 0.709618 1.7328719 1014 0.409504 0.6823 B5_O 0.350122 0.3201070 60 1.093765 0.2784 B5_C 0.097643 0.3964723 60 0.246279 0.8063 B5_E 0.770490 0.3603120 60 2.138398 0.0366 B5_A -0.084759 0.4026584 60 -0.210498 0.8340 B5_N -0.814262 0.3113152 60 -2.615553 0.0113 RoleSolo:B5_O -0.529041 0.2362567 1014 -2.239265 0.0254 RoleNavigator:B5_O -0.423880 0.2425441 1014 -1.747642 0.0808 RoleSolo:B5_C 0.418527 0.2879508 1014 1.453466 0.1464 RoleNavigator:B5_C -0.575467 0.2987719 1014 -1.926106 0.0544 RoleSolo:B5_E -0.255324 0.2714293 1014 -0.940665 0.3471 RoleNavigator:B5_E 0.143330 0.2734433 1014 0.524166 0.6003 RoleSolo:B5_A 0.036663 0.2979805 1014 0.123039 0.9021 RoleNavigator:B5_A 0.286434 0.2985867 1014 0.959299 0.3376 RoleSolo:B5_N 0.780690 0.2248326 1014 3.472316 0.0005 RoleNavigator:B5_N 0.216945 0.2314834 1014 0.937194 0.3489 Correlation: (Intr) RoleSl RlNvgt B5_O B5_C B5_E B5_A B5_N RS:B5_O RoleSolo -0.402 RoleNavigator -0.363 0.501 B5_O -0.355 0.138 0.127 B5_C -0.380 0.158 0.140 -0.272 B5_E -0.253 0.096 0.077 -0.005 -0.234 B5_A -0.530 0.214 0.206 0.005 0.134 -0.253 B5_N -0.536 0.216 0.191 0.021 0.068 0.204 0.023 RoleSolo:B5_O 0.137 -0.353 -0.173 -0.398 0.122 0.011 -0.012 -0.011 RoleNavigator:B5_O 0.124 -0.173 -0.332 -0.361 0.110 0.010 -0.010 -0.011 0.505 RoleSolo:B5_C 0.156 -0.391 -0.193 0.123 -0.421 0.107 -0.045 -0.044 -0.277 RoleNavigator:B5_C 0.137 -0.187 -0.377 0.110 -0.370 0.096 -0.053 -0.028 -0.159 RoleSolo:B5_E 0.094 -0.266 -0.100 0.014 0.099 -0.431 0.096 -0.053 0.052 RoleNavigator:B5_E 0.076 -0.103 -0.222 0.010 0.095 -0.387 0.101 -0.050 -0.015 RoleSolo:B5_A 0.210 -0.464 -0.278 -0.012 -0.045 0.100 -0.392 -0.012 -0.069 RoleNavigator:B5_A 0.204 -0.281 -0.553 -0.010 -0.054 0.103 -0.375 -0.013 0.011 RoleSolo:B5_N 0.217 -0.554 -0.265 -0.011 -0.045 -0.056 -0.011 -0.401 0.057 RoleNavigator:B5_N 0.190 -0.262 -0.539 -0.010 -0.029 -0.050 -0.014 -0.361 0.014 RN:B5_O RS:B5_C RN:B5_C RS:B5_E RN:B5_E RS:B5_A RN:B5_A RS:B5_N RoleSolo RoleNavigator B5_O B5_C B5_E B5_A B5_N RoleSolo:B5_O RoleNavigator:B5_O RoleSolo:B5_C -0.158 RoleNavigator:B5_C -0.320 0.515 RoleSolo:B5_E -0.016 -0.245 -0.128 RoleNavigator:B5_E -0.048 -0.131 -0.225 0.515 RoleSolo:B5_A 0.012 0.138 0.072 -0.301 -0.136 RoleNavigator:B5_A 0.024 0.074 0.133 -0.137 -0.240 0.510 RoleSolo:B5_N 0.016 0.087 0.040 0.230 0.069 -0.030 0.015 RoleNavigator:B5_N 0.026 0.042 0.090 0.065 0.146 0.017 0.039 0.502 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