Table 2.
Area 1 | Area 2 | Area 3 | Area 4 | Area 5 | Area 6 | |
---|---|---|---|---|---|---|
Sample | 2121 | 1678 | 3396 | 859 | 3135 | 538 |
Incedence of stroke | 109 | 82 | 132 | 23 | 142 | 35 |
Intercept | -12.280 (1.394) | -9.828 (1.668) | -9.917 (1.225) | -8.703 (2.846) | -11.940 (1.367) | -9.475 (3.070) |
Age | 0.085 (0.022) | 0.095 (0.024) | 0.066 (0.018) | 0.022 (0.042) | 0.113 (0.016) | 0.126 (0.042) |
Postprandial time | -0.016 (0.026) | -0.023 (0.041) | -0.019 (0.018) | |||
BMI | 0.001 (0.001) | 0.000 (0.001) | 0.000 (0.001) | 0.000 (0.002) | 0.000 (0.001) | -0.002 (0.002) |
Total cholesterol level | 0.003 (0.003) | -0.001 (0.003) | -0.001 (0.003) | -0.001 (0.006) | -0.004 (0.003) | -0.011 (0.006) |
Blood pressure | 0.027 (0.005) | 0.016 (0.007) | 0.028 (0.005) | 0.022 (0.012) | 0.020 (0.006) | 0.013 (0.010) |
Smoke (per day) | 0.020 (0.009) | 0.028 (0.010) | 0.010 (0.007) | 0.012 (0.019) | 0.000 (0.007) | -0.019 (0.021) |
Diabetes | 0.397 (0.504) | 1.202 (0.525) | 0.738 (0.362) | 0.240 (1.314) | 0.302 (0.314) | -0.174 (1.065) |
Glucose | -0.004 (0.004) | 0.012 (0.006) | 0.004 (0.003) | |||
HDL | -0.005 (0.007) | 0.012 (0.014) | ||||
Triglycerides | 0.001 (0.001) | 0.000 (0.001) | 0.001 (0.003) | |||
AUC | 67.01 | 68.74 | 67.97 | 65.52 | 69.16 | 68.19 |
Brier score | 7.71 | 7.72 | 7.65 | 8.07 | 7.78 | 7.68 |
Hosmer-Lemeshow | 10.91 | 15.78* | 14.01 | 101.45* | 54.96* | 17.70* |
Area 7 | Area 8 | Area 9 | Area 10 | Proposed | Conventional | |
Sample | 1601 | 1731 | 1586 | 2725 | ||
Incedence of stroke | 85 | 90 | 90 | 52 | ||
Intercept | -9.223 (1.710) | -8.413 (1.499) | -10.300 (1.729) | -10.500 (1.878) | -10.170 (0.633) | -9.408nn |
Age | 0.088 (0.020) | 0.072 (0.018) | 0.096 (0.021) | 0.069 (0.020) | 0.067nn | 0.060n |
Postprandial time | -0.009 (0.024) | -0.007 (0.025) | -0.006 (0.019) | 0.018 (0.034) | 0.013 (0.011) | 0.017 (0.013) |
BMI | -0.001 (0.001) | -0.002 (0.001) | -0.001 (0.001) | 0.000nn | 0.000nnn | 0.000 (0.001) |
Total cholesterol level | 0.001 (0.004) | 0.001 (0.003) | 0.001 (0.004) | -0.003 (0.005) | -0.001 (0.001) | 0.001 (0.002) |
Blood pressure | 0.011 (0.006) | 0.015 (0.006) | 0.015 (0.007) | 0.017 (0.007) | 0.017 (0.002) | 0.011 (0.004) |
Smoke (per day) | 0.025 (0.010) | 0.007 (0.010) | 0.020 (0.009) | 0.011 (0.010) | 0.013 (0.004) | 0.020 (0.006) |
Diabetes | 0.168 (0.455) | 0.052 (0.485) | 0.268 (0.490) | 0.694 (0.465) | 0.158 (0.180) | 0.084 (0.262) |
Glucose | 0.009 (0.003) | 0.004 (0.004) | -0.001 (0.008) | 0.010 (0.001) | 0.014 (0.002) | |
HDL | -0.022 (0.010) | -0.001 (0.009) | -0.013 (0.010) | 0.005 (0.012) | -0.004 (0.005) | -0.008 (0.006) |
Triglycerides | -0.003 (0.002) | -0.002 (0.002) | -0.001 (0.001) | 0.002 (0.002) | 0.000 (0.001) | 0.000 (0.001) |
AUC | 68.32 | 69.47 | 68.29 | 67.28 | 68.01 | 67.24 |
Brier score | 7.77 | 7.63 | 7.64 | 8.03 | 7.72 | 7.80 |
Hosmer-Lemeshow | 58.60* | 28.70* | 25.38* | 186.76* | 21.13* | 21.17* |
Proposed: our proposed method; Conventional: conventional meta-analysis using only studies with a full set of covariates
Area 9 is IPD
* p-value of Hosmer-Lemeshow test is less than 0.05