Skip to main content
. 2021 Sep 8;12:728657. doi: 10.3389/fpsyg.2021.728657

Table 6.

Hierarchical regression model of EFL learner autonomy.

R R 2 R2 B SE β t
Step 1 0.58 0.34** _____
Teacher autonomy-supportive teaching 3.20 0.08 0.583** 3.79
Step 2 0.96 0.93*** 0.586
Teacher autonomy-supportive teaching 0.090 0.07 0.016 0.207
Choice 0.332 0.07 0.386*** 4.56
Autonomy support 0.147 0.06 0.251* 2.51
Goals and needs 0.004 0.06 0.005 0.063
Metacognition 0.011 0.04 0.018 0.245
Relatedness 0.007 0.05 0.011 0.123
Competence 0.293 0.07 0.366** 3.94
Intrinsic motivation 0.170 0.08 0.220* 2.28

R2, amount of variance explained by IVs; ∆R2 (R2Change), additional variance in DV; F, variance of the variables means; B, unstandardized Beta coefficient; β, standardized Beta coefficient (values for each variable are converted to the same scale so they can be compared); SE, standard error; t, estimated coefficient (B) divided by its own SE. If t<2 the IV does not belong to the model.

*

p<0.05;

**

p<0.01;

***

p<0.001.