TABLE 4.
Regression analysis of the different dimensions analyzed with respect to the natural sciences subject.
| Dimensions |
Non-standardized coefficients |
Standardized coefficients |
t | p |
Collinearity tests |
||
| B | Standard error | Beta | TI | VIF | |||
| Academic self-concept | 0.297 | 0.037 | 0.490 | 7.940*** | 0.001 | 0.530 | 1.888 |
| Social self-concept | 0.018 | 0.052 | 0.020 | 0.344 | 0.731 | 0.592 | 1.689 |
| Self-esteem | 0.032 | 0.030 | 0.054 | 1.053 | 0.293 | 0.771 | 1.297 |
| Family self-concept | 0.110 | 0.055 | 0.108 | 1.993* | 0.047 | 0.681 | 1.469 |
| Physical self-concept | −0.235 | 0.040 | –0.318 | −5.810*** | 0.001 | 0.672 | 1.488 |
| Conscientiousness | 6.452E−5 | 0.020 | 0.000 | 0.003 | 0.997 | 0.505 | 1.979 |
| Agreeableness | −0.028 | 0.019 | –0.092 | –1.450 | 0.148 | 0.496 | 2.017 |
| Emotional instability | −0.004 | 0.016 | –0.014 | –0.252 | 0.801 | 0.691 | 1.447 |
| Intellect/Imagination | 0.037 | 0.018 | 0.120 | 2.025* | 0.044 | 0.577 | 1.733 |
| Extraversion | 0.003 | 0.020 | 0.010 | 0.169 | 0.866 | 0.592 | 1.690 |
| Intrapersonal | 0.040 | 0.019 | 0.107 | 2.165* | 0.031 | 0.822 | 1.217 |
| Interpersonal | 0.003 | 0.023 | 0.007 | 0.120 | 0.904 | 0.590 | 1.695 |
| Stress management | 0.010 | 0.020 | 0.029 | 0.497 | 0.619 | 0.580 | 1.723 |
| Adaptability | 0.029 | 0.021 | 0.082 | 1.377 | 0.170 | 0.562 | 1.781 |
***p < 0.001, *p < 0.05. TI, tolerance index; VIF, variance inflation factor.