Table 13.
Mixed model results: type of student mistake and discipline for the outcome elaboration
| Generalized linear mixed model fit by maximum likelihood (Laplace Approximation) [glmerMod] | ||||||
|---|---|---|---|---|---|---|
| AIC | BIC | logLik | Deviance | df.resid | ||
| 489.0 | 520.1 | − 236.5 | 473.0 | 353 | ||
| Scaled residuals | ||||||
| Min | 1Q | Median | 3Q | Max | ||
| − 2.2990 | − 0.9849 | 0.6248 | 0.8977 | 1.7339 | ||
| Random effects | ||||||
| Name | Variance | Std. Dev | ||||
| (Intercept) | 2.842e− 14 | 1.686e-07 | ||||
| Number of obs: 361 | ||||||
| Fixed effects | ||||||
| Estimate | Std. Error | z-value | Pr (> ǀzǀ) | |||
| (Intercept) | 0.6455 | 0.2395 | 2.695 | 0.00703 ** | ||
| Application Mistakes regarding Knowledge | -0.1160 | 0.3511 | − 0.330 | 0.74112 | ||
| Analytic Mistakes | 1.4491 | 0.6133 | 2.363 | 0.01815 * | ||
| Reproduction mistakes | − 0.7504 | 0.2771 | − 2.708 | 0.00677 ** | ||
| Comprehension mistakes | 0.2953 | 0.3485 | 0.847 | 0.39681 | ||
| Discipline neurology | − 0.4296 | 0.2510 | − 1.712 | 0.08693 | ||
| Discipline orthopaedics | − 0.9959 | 0.3604 | − 2.763 | 0.00573 ** | ||
| –- | ||||||
| Signif. codes | 0 ‘***’ | 0.001 ‘**’ | 0.01 ‘*’ | 0.05 ‘.’ | 0.1. ‘’ | 1 |
| Correlation of fixed effects | ||||||
| (Intr) | Application mistake regarding knowledge | Analytic mistake | Reproduction mistake | Comprehension mistake | Discipline neurology | |
| Application Mistake regarding Knowledge | − 0.528 | |||||
| Analytic mistake | − 0.177 | 0.184 | ||||
| Reproduction mistake | − 0.720 | 0.420 | 0.183 | |||
| Comprehension mistake | − 0.488 | 0.325 | 0.181 | 0.405 | ||
| Discipline neurology | − 0.562 | 0.171 | − 0.070 | 0.246 | 0.081 | |
| Discipline orthopaedics | − 0.337 | − 0.032 | − 0.242 | 0.164 | − 0.018 | 0.314 |
| Optimizer (Nelder_Mead) convergence code: 0 (OK) | ||||||
| Boundary (singular) fit: see help (‘isSingular’) | ||||||