Table 3

Impact of the treatment effect changes on bias

Number of studies=5Number of patients=100Group ratio=1Control arm probability=0.001Number of simulated data sets=2500Between-study SD=0.5
Excluding BA0E studiesIncluding BA0E studies
Positive treatment effectNo treatment effectPositive treatment effect
OR=1.25OR=2OR=5OR=1OR=1OR=1.25OR=2OR=5
MethodsEmbedded Image%biasEmbedded Image%biasEmbedded Image%biasEmbedded Image%biasEmbedded Image% biasEmbedded Image%biasEmbedded Image%biasEmbedded Image%bias
IV random effects1.11−12.61.45−37.92.28−119.31.010.81.00<0.11.03−21.41.13−77.01.56−220.5
IV fixed effects1.11−12.61.46−37.02.28−119.31.010.71.00<0.11.03−21.41.15−73.91.56−220.5
M-H random effects1.11−12.51.45−37.92.28−119.31.010.81.00<0.11.03−21.41.13−77.01.56−220.5
M-H fixed effects1.11−12.61.46−37.02.30−117.41.010.81.00<0.11.03−21.41.15−73.91.62−208.6
Peto1.19−5.01.87−7.03.68−35.91.011.41.00<0.11.04−20.21.19−68.11.92−160.4
Negative treatment effectNo treatment effectNegative treatment effect
Excluding BA0E studiesIncluding BA0E studies
OR=0.8OR=0.5OR=0.2  OR=0.8OR=0.5OR=0.2
Embedded Image%biasEmbedded Image%biasEmbedded Image%bias  Embedded Image%biasEmbedded Image%biasEmbedded Image%bias
IV random effects0.88−9.90.70−40.60.47−133.1    0.99−23.20.97−93.00.94−370.7
IV fixed effects0.88−9.90.70−40.60.47−133.10.98−23.00.96−92.30.93−367.4
M-H random effects0.88−9.90.70−40.60.47−133.10.99−23.20.97−93.00.94−370.7
M-H fixed effects0.88−9.90.70−40.60.47−133.10.98−23.00.96−92.30.93−367.4
Peto0.800.20.54−7.80.26−30.60.95−22.60.90−90.60.92−360.9
  • Embedded Image, when OR <1. Embedded Image, when OR≥1. Negative (−) bias indicates underestimating of treatment effect; positive bias indicates overestimating of treatment effect.

  • BA0E, both-armed zero-event; IV, inverse variance; M-H, Mantel-Haenszel.