Table 3.
HR (95% CI) PA and SB composite scores | Royston's R2 (95% CI) | AIC (95% CI) | ΔAIC (95% CI) | ΔAIC (95% CI) | Sensitivity % (95% CI)a | Specificity % (95% CI)a | C-index (95% CI) | ΔC-index (95% CI) | ΔC-index (95% CI) | |
---|---|---|---|---|---|---|---|---|---|---|
Model 1 b | NA | 0.366 (0.328, 0.424) | 6374.6 (5801.3, 6989.1) | Ref. | NA | 69.9 (56.4, 87.9) | 66.4 (47.1, 82.3) | 0.751 (0.731, 0.778) | Ref. | NA |
Model 2 c | PA and SB score 1: 1.10 (1.06, 1.14), p < 0.001 |
0.382 (0.344, 0.439) | 6355.3 (5794.5, 6960.7) | −19.3 (−45.1, −5.6)e | Ref. | 70.3 (53.2, 85.2) | 67.1 (51.4, 83.7) | 0.758 (0.738, 0.784) | 0.007 (0.002, 0.014)e | Ref. |
Model 3 d | PA and SB score 1: 1.10 (1.05, 1.15), p < 0.001 |
0.381 (0.345, 0.439) | 6357.2 (5798.4, 6963.5) | −17.4 (−44.5, −4.3)e | 2.0 (−7.5, 1.9) | 67.2 (50.5, 86.1) | 70.4 (52.9, 86.1) | 0.758 (0.738, 0.784) | 0.007 (0.003, 0.014)e | −0.0001 (−0.0003, 0.0041) |
PA and SB score 2: 0.99 (0.89, 1.10), p = 0.84 |
Abbreviations: CI: confidence interval; AIC: Akaike information criterion; C-index: Harrell's C-index.
Youden index cutoff points for the calculation of the sensitivity and specificity: 0.363 (95% CI: [0.301, 0.475]) for model 1, 0.374 (95% CI: [0.318, 0.489]) for model 2, and 0.381 (95% CI: [0.354, 0.424]) for Model 3.
Model 1: Model includes socio-demographic, behavioural, and health-related factors.
Model 2: Model 1 additionally adjusted for the physical activity and sedentary behaviour composite score 1.
Model 3: Model 2 additionally adjusted for the physical activity and sedentary behaviour composite score 2.
Confidence intervals (calculated based on 1000 bootstrap samples) not containing zero indicate significant differences in predictive performance between Model 1 and Model 2, and between Model 2 and Model 3.