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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