From: Quantifying heterogeneity in individual participant data meta-analysis with binary outcomes
 |  |  | Two-stage approach | One-stage approach | ||
---|---|---|---|---|---|---|
Ï„ 2 | Number of studies | Strength of effect modificationa | \(\frac {I^{2}_{\text {emod}}}{I^{2}_{\text {crude}}}\) | \(\frac {R^{2}_{\text {emod}}}{R^{2}_{\text {crude}}}\) | \(\frac {I^{2}_{\text {emod}}}{I^{2}_{\text {crude}}}\) | \(\frac {R^{2}_{\text {emod}}}{R^{2}_{\text {crude}}}\) |
0.5 | 15 | Weak | 0.17 (1.00) | 0.89 (0.38) | 1.00 (0.41) | 0.91 (0.25) |
1.0 | 15 | Weak | 0.01 (0.57) | 0.60 (0.34) | 0.99 (0.07) | 0.81 (0.25) |
1.5 | 15 | Weak | 0.06 (0.59) | 0.50 (0.30) | 0.98 (0.05) | 0.75 (0.18) |
0.5 | 15 | Moderate | 0.02 (1.00) | 0.86 (0.39) | 0.56 (0.68) | 0.86 (0.34) |
1.0 | 15 | Moderate | 0.08 (0.87) | 0.68 (0.46) | 0.82 (0.28) | 0.98 (0.40) |
1.5 | 15 | Moderate | 0.34 (0.77) | 0.65 (0.39) | 0.82 (0.25) | 1.06 (0.46) |
0.5 | 15 | Strong | 0.01 (1.00) | 0.82 (0.42) | 0.11 (0.23) | 0.90 (0.37) |
1.0 | 15 | Strong | 0.32 (1.00) | 0.81 (0.43) | 0.20 (0.28) | 1.07 (0.57) |
1.5 | 15 | Strong | 0.42 (0.93) | 0.75 (0.46) | 0.22 (0.29) | 1.31 (0.86) |
0.5 | 30 | Weak | 0.01 (1.00) | 0.78 (0.39) | 1.00 (0.27) | 0.88 (0.19) |
1.0 | 30 | Weak | 0.01 (0.36) | 0.53 (0.22) | 1.00 (0.04) | 0.78 (0.16) |
1.5 | 30 | Weak | 0.16 (0.49) | 0.47 (0.22) | 0.98 (0.03) | 0.74 (0.14) |
0.5 | 30 | Moderate | 0.01 (1.00) | 0.77 (0.40) | 0.59 (0.46) | 0.86 (0.29) |
1.0 | 30 | Moderate | 0.01 (0.54) | 0.65 (0.30) | 0.82 (0.19) | 0.99 (0.33) |
1.5 | 30 | Moderate | 0.19 (0.61) | 0.59 (0.30) | 0.82 (0.17) | 1.07 (0.31) |
0.5 | 30 | Strong | 0.01 (1.00) | 0.79 (0.37) | 0.09 (0.15) | 0.95 (0.37) |
1.0 | 30 | Strong | 0.01 (0.68) | 0.70 (0.34) | 0.16 (0.17) | 1.10 (0.46) |
1.5 | 30 | Strong | 0.33 (0.73) | 0.71 (0.33) | 0.16 (0.17) | 1.23 (0.69) |