Table 3.
Model estimates from the linear mixed effects models analysis for each dimension. Note, response order was coded as 0–4 allowing for better interpretability of intercept. Additionally, CAQ was standardized for this analysis.
Dimension | ||||||||
---|---|---|---|---|---|---|---|---|
Fixed effects | Random effect | |||||||
Estimate | SD | z | p | variance | SD | |||
Analogy vs. action | Intercept | .07 | .1 | .63 | .53 | Subject | 1.3 | 1.2 |
Response | −.06 | .05 | −1.2 | .23 | ||||
CAQ | −.05 | .03 | −1.7 | .1 | ||||
Response X CAQ | .06 | .01 | 4.9 | <.001 | ||||
Whole vs parts | Convergence failure | |||||||
Same vs. different action | Intercept | −.94 | .11 | −8.4 | <.001 | Subject | 1.4 | 1.2 |
Response | −.05 | .05 | −1.0 | .31 | ||||
CAQ | .1 | .03 | 3.4 | <.001 | ||||
Response X CAQ | −.07 | .01 | −5.3 | <.001 | ||||
Concrete vs. abstract | Intercept | .75 | .10 | 7.2 | <.001 | Subject | 1.3 | 1.1 |
Response | −.07 | .05 | −1.4 | .15 | ||||
CAQ | .04 | .03 | 1.4 | .17 | ||||
Response X CAQ | −.05 | .01 | −4.3 | <.001 | ||||
Novel vs. familiar | Intercept | .01 | .10 | .08 | .94 | Subject | 1.2 | 1.1 |
Response | .01 | .04 | .32 | .75 | ||||
CAQ | −.04 | .03 | −1.7 | .09 | ||||
Response X CAQ | −.02 | .01 | −1.7 | .09 | ||||
Toward vs. away | Intercept | −.49 | .11 | −4.5 | <.001 | Subject | 1.4 | 1.2 |
Response | −.06 | .05 | −1.2 | .24 | ||||
CAQ | −.12 | .03 | −4.4 | <.001 | ||||
Response X CAQ | .03 | .01 | 2.3 | .02 |
Note - SD = standard deviation; z = z score; p = p value corresponding to estimate; CAQ = creativity achievement questionnaire.