Table 3. Cystic fibrosis, step-wise regression models for predicting total exercise duration or peak exercise workload.
R2 | Semi-partial R2 | Intercept | b | β | P-value | |
---|---|---|---|---|---|---|
|
||||||
Total exercise duration (sec) | ||||||
Step 1 (final step-wise model) | ||||||
QI | 0.63* | - | 204 | 78 | 0.79 | <0.001 |
Peak exercise workload (watts) | ||||||
Step 1 | ||||||
HR | 0.63* | - | -255 | 2.3 | - | <0.001 |
Step 2 (final step-wise model) | ||||||
HR | 0.74* | 0.39 | -244 | 2.0 | 0.67 | <0.001 |
SVI | - | 0.35 | - | 1.0 | 0.36 | 0.01 |
Data presented as step-wise linear regressions. Variables entered the model upon reaching an alpha set at 0.15, whereas variables remained in the final model upon reaching an alpha set at <0.05. Independent variables used for entry into step-wise regressions were FVC, forced vital capacity (rest); FEV1, forced expiratory volume in 1-second (rest); VO2, oxygen uptake (peak exercise); HR, heart rate (peak exercise); QI, cardiac index (peak exercise); or SVI, stroke volume index (peak exercise). Dependent variables were total exercise duration or peak exercise workload. Coefficient of determination (R2) is for the overall model at each step. β, standardized slope. P-value = alpha value for each parameter in regression models.
p<0.05, for the model at each step.