| Ch | factor | R2 | β | P value |
| 1 | Order | 0.124 | −0.337 | 0.021 |
| 2 | Order | 0.107 | −0.316 | 0.032 |
| 3 | Order | 0.173 | −0.401 | 0.005 |
| 4 | Order | 0.32 | −0.54 | <0.001 |
| 5 | Order | 0.2 | −0.413 | 0.004 |
| 7 | Order | 0.096 | −0.307 | 0.038 |
| 8 | Order | 0.248 | −0.467 | 0.001 |
| 9 | Order | 0.242 | −0.45 | 0.001 |
| 10 | Order | 0.57 | −0.375 | 0.01 |
| 11 | Order | 0.112 | −0.289 | 0.048 |
| 12 | Order | 0.22 | −0.423 | 0.003 |
| 13 | Order | 0.208 | −0.4 | 0.005 |
| 14 | Order | 0.169 | −0.354 | 0.017 |
| 15 | Order | 0.142 | −0.356 | 0.014 |
| 18 | Order | 0.218 | −0.424 | 0.003 |