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. 2020 Jan 22;10:3075. doi: 10.3389/fpsyg.2019.03075

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.