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. 2021 Aug 30;18(17):9158. doi: 10.3390/ijerph18179158

Table 12.

Multiple regression models in which the dependent variable is depression and the predictors are learning motivating factors.

Model Non-Standardized
Coefficients
Standardized
Coefficients
t Significance
B Standard
Error
Beta
A. Respondents do not participate in e-learning-based computer programming courses
  (Constant) 18.068 3.077 5.872 0.000
  Individual attitude and expectation −0.192 0.747 −0.026 −0.257 0.797
  Challenging goals −1.133 0.459 −0.211 −2.469 0.014
  Clear direction −0.464 0.758 −0.059 −0.612 0.541
  Reward and recognition −0.271 0.641 −0.038 −0.423 0.673
  Punishment 0.175 0.346 0.040 0.507 0.613
  Social pressure and competition −0.014 0.394 -0.003 −0.036 0.972
R = 0.272; R Square = 0.074; Adjusted R Square = 0.046;
Stadard Error of the Estimate = 5.86205; F (6, 199) = 2.656, p = 0.017
B. Respondents participate in e-learning-based computer programming courses
  (Constant) 24.130 3.065 7.873 0.000
  Individual attitude and expectation 0.370 0.677 0.052 0.546 0.586
  Challenging goals −2.233 0.464 −0.357 −4.809 0.000
  Clear direction −2.197 0.783 −0.268 −2.806 0.006
  Reward and recognition 0.874 0.554 0.125 1.578 0.116
  Punishment 0.335 0.368 0.066 0.911 0.363
  Social pressure and competition −0.478 0.407 −0.085 −1.176 0.241
R = 0.493; R Square = 0.243; Adjusted R Square = 0.218;
Standard Error of the Estimate = 5.75620; F (6, 179) = 9.584, p < 0.001