Table 1.
Number of patients |
Final SBP (mm Hg) |
Treatment effect estimates in each trial |
Weight values used to derive percentage
study weights |
Percentage study weights |
|||||
---|---|---|---|---|---|---|---|---|---|
Trial ID (i) | Control/ treatment | Control mean (sd) | Treatment mean (sd) | Treatment effect estimatea , for each trial from first stage of two-stage IPD meta-analysis () | Two-stage model Wi | One-stage model (equation (18)) | Two-stage model: Weights derived using equation (12)b | One-stage model (equation (18)): Weights derived using equation (12) | One-stage model (equation (18)): Weights derived using number of patientsc |
1 | 750/780 | 139.75 (17.81) | 132.85 (16.68) | −6.66 (0.72) | 0.095 | 0.096 | 11.05 | 11.06 | 5.35 |
2 | 199/150 | 179.89 (22.15) | 165.06 (20.03) | −14.17 (4.73) | 0.064 | 0.064 | 7.34 | 7.32 | 1.22 |
3 | 82/90 | 170.45 (26.91) | 156.88 (21.26) | −12.88 (10.31) | 0.043 | 0.043 | 4.99 | 4.99 | 0.60 |
4 | 2371/2427 | 138.54 (21.26) | 130.09 (19.25) | −8.71 (0.30) | 0.101 | 0.102 | 11.69 | 11.70 | 16.79 |
5 | 3445/3546 | 144.25 (17.58) | 135.49 (16.32) | −8.70 (0.14) | 0.103 | 0.104 | 11.93 | 11.95 | 24.46 |
6 | 1337/1314 | 164.58 (19.71) | 153.99 (20.13) | −10.60 (0.58) | 0.097 | 0.098 | 11.25 | 11.25 | 9.28 |
7 | 2371/2365 | 156.24 (20.12) | 145.10 (19.05) | −11.36 (0.30) | 0.101 | 0.102 | 11.68 | 11.70 | 16.57 |
8 | 131/137 | 189.11 (21.90) | 171.46 (19.29) | −17.93 (5.82) | 0.058 | 0.058 | 6.72 | 6.68 | 0.94 |
9 | 1139/1252 | 156.55 (16.86) | 150.20 (15.84) | −6.55 (0.41) | 0.099 | 0.100 | 11.50 | 11.52 | 8.37 |
10 | 2297/2398 | 165.24 (16.33) | 154.87 (16.31) | −10.26 (0.20) | 0.102 | 0.103 | 11.84 | 11.86 | 16.43 |
Sum = var() = 0.87 | Sum = var() = 0.87 | 100 | 100 | 100 |
The estimated between-study variance () from REML was 7.13 in the one-stage analysis, and 7.18 in the two-stage analysis.
Treatment effect is the mean difference in final systolic blood pressure, after adjusting for baseline (i.e. using an ANCOVA model).
Equation (12) is equivalent to equation (7) here.
Kontopantelis and Reeves approach; θ is the summary treatment effect.