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. 2023 May 11;28(5):1523–1556. doi: 10.1007/s10459-023-10233-y

Table 10.

Generalized mixed model results: Elaboration

Generalized linear mixed model fit by maximum likelihood (Laplace Approximation) [glmerMod]
AIC BIC logLik Deviance df.resid
491.3 514.7 − 239.7 479.3 355
Scaled residuals
Min 1Q Median 3Q Max
− 2.6919 − 0.9212 0.5825 0.8307 1.3900
Random effects
Name Variance Std. Dev
(Intercept) 0.2007 0.448
Number of obs: 361
Fixed effects
Estimate Std. Error z-value Pr (> ǀzǀ)
(Intercept) 0.3300 0.2279 1.448 0.1477
Application Mistakes regarding Knowledge − 0.1170 0.3585 − 0.326 0.7442
Analytic Mistakes 1.4258 0.6522 2.186 0.0288 *
Reproduction Mistakes − 0.6787 0.2851 − 2.381 0.0173 *
Comprehension Mistakes 0.3153 0.3550 0.888 0.3745
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
Application Mistake regarding Knowledge − 0.515
Analytic Mistake − 0.270 0.178
Reproduction Mistake − 0.632 0.424 0.153
Comprehension Mistake − 0.503 0.323 0.180 0.412