Table 3 Results of the ridge regression analysis for six independent variables and one dependent variable
From: Process modeling and decision mining in a collaborative distance learning environment
Model | Unstandardized coefficients | Standardized coefficients | t | Sig. | ||
|---|---|---|---|---|---|---|
B | Std. Error | Beta | ||||
1 | (Constant) | −20.106 | 1.933 | −10.401 | 0.000 | |
Level_of_communication_X1 | 1.896 | 0.284 | 0.445 | 6.668 | 0.000 | |
Level_of_interaction_X2 | 1.209 | 0.221 | 0.378 | 5.463 | 0.000 | |
Level_of_involvement_X3 | 1.097 | 0.269 | 0.340 | 4.085 | 0.000 | |
Degree_of_difficulty_X4 | 1.079 | 0.265 | 0.323 | 4.066 | 0.000 | |
Prior_experience_X5 | 0.826 | 0.224 | 0.249 | 3.686 | 0.000 | |
Faciliating_conditions_X6 | 0.157 | 0.335 | 0.042 | 0.468 | 0.641 | |