Table 5.
Multivariate regression models for Overall Fitness Score (OFS), Jumping Fitness Score (JFS) and Sprinting Fitness Score (SFS) with partial predictive values of body morphology measures in basketball players.
| Overall Fitness Score (OFS) regression models | |||||
|---|---|---|---|---|---|
| Guards (n = 14): R = 0.712, R2= 0.507, SEE = 4.423, F(1,12) = 12.348** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Triceps skinfold | −0.712 | −2.306 | 0.656 | 0.04 | [−3.736; −0.876] |
| Forwards (n = 22): R = 0.689, R2= 0.475, SEE = 4.927, F(2,19) = 8.586** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Fat% | −0.836 | −1.627 | 0.393 | 0.001 | [−2.448; −0.805] |
| Body mass index | 0.485 | 1.635 | 0.68 | 0.026 | [0.212; 3.057] |
| Centers (n = 11): R = 0.74, R2= 0.548, SEE = 5.501, F(1,9) = 10.896** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Subscapular skinfold | −0.74 | −1.321 | 0.4 | 0.009 | [−2.226; −0.416] |
| Jumping Fitness Score (JFS) regression models | |||||
| Guards (n = 14): R = 0.82, R2= 0.673, SEE = 2.11, F(2,11) = 11.304** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Lean body mass | 1.409 | 0.975 | 0.215 | 0.001 | [0.502; 1.449] |
| Body mass index | −0.924 | −1.145 | 0.385 | 0.013 | [−1.993; −0.297] |
| Forwards (n = 22): R = 0.598, R2= 0.357, SEE = 3.15, F(2,19) = 5.281** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Body mass index | 0.511 | 0.998 | 0.439 | 0.035 | [0.08; 1.916] |
| Biceps skinfold | −0.721 | −0.642 | 0.2 | 0.005 | [−1.061; −0.223] |
| Centers (n = 11): R = 0.647, R2= 0.419, SEE = 4.58, F(1,9) = 6.486** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Triceps skinfold | −0.647 | −1.195 | 0.469 | 0.031 | [−2.256; −0.133] |
| Sprinting Fitness Score (SFS) regression models | |||||
| Guards (n = 14): R = 0.821, R2= 0.643, SEE = 2.2, F(2,11) = 11.374** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Triceps skinfold | −0.503 | −0.955 | 0.366 | 0.024 | [−1.761; −0.148] |
| Fat% | −0.461 | −0.494 | 0.207 | 0.036 | [−0.949; −0.038] |
| Forwards(n = 22): R = 0.729, R2= 0.532, SEE = 2.27, F(2,19) = 10.794** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Fat% | −0.878 | −0.834 | 0.181 | 0.001 | [−1.213; −0.455] |
| Body mass index | 0.407 | 0.669 | 0.313 | 0.046 | [0.013; 1.324] |
| Centers (n = 11): R = 0.761, R2= 0.0578, SEE = 1.96, F(1,9) = 12.374** | |||||
| Standardized β | Unstandardized β | SE | p | 95% CI for β [−; +] | |
| Suprailiac skinfold | −0.761 | −0.179 | 0.051 | 0.007 | [−0.294; −0.064] |
R, Regression model correlation coefficient; R2, Regression model coefficient of determination; SEE, Standard error of estimate; SE, standard error; p, significance level; 95% CI for β [-; +], 95% confidence interval for standardized β [Lower; Upper].
Significant at the 0.001 level.