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. 2016 Aug 16;6(8):e010983. doi: 10.1136/bmjopen-2015-010983

Table 3.

Impact of the treatment effect changes on bias

Number of studies=5 Number of patients=100
Group ratio=1
Control arm probability=0.001
Number of simulated data sets=2500
Between-study SD=0.5
Excluding BA0E studies
Including BA0E studies
Positive treatment effect
No treatment effect
Positive treatment effect
OR=1.25
OR=2
OR=5
OR=1
OR=1
OR=1.25
OR=2
OR=5
Methods Inline graphic %bias Inline graphic %bias Inline graphic %bias Inline graphic %bias Inline graphic % bias Inline graphic %bias Inline graphic %bias Inline graphic %bias
IV random effects 1.11 −12.6 1.45 −37.9 2.28 −119.3 1.01 0.8 1.00 <0.1 1.03 −21.4 1.13 −77.0 1.56 −220.5
IV fixed effects 1.11 −12.6 1.46 −37.0 2.28 −119.3 1.01 0.7 1.00 <0.1 1.03 −21.4 1.15 −73.9 1.56 −220.5
M-H random effects 1.11 −12.5 1.45 −37.9 2.28 −119.3 1.01 0.8 1.00 <0.1 1.03 −21.4 1.13 −77.0 1.56 −220.5
M-H fixed effects 1.11 −12.6 1.46 −37.0 2.30 −117.4 1.01 0.8 1.00 <0.1 1.03 −21.4 1.15 −73.9 1.62 −208.6
Peto 1.19 −5.0 1.87 −7.0 3.68 −35.9 1.01 1.4 1.00 <0.1 1.04 −20.2 1.19 −68.1 1.92 −160.4
Negative treatment effect No treatment effect Negative treatment effect
Excluding BA0E studies Including BA0E studies
OR=0.8 OR=0.5 OR=0.2     OR=0.8 OR=0.5 OR=0.2
Inline graphic %bias Inline graphic %bias Inline graphic %bias     Inline graphic %bias Inline graphic %bias Inline graphic %bias
IV random effects 0.88 −9.9 0.70 −40.6 0.47 −133.1         0.99 −23.2 0.97 −93.0 0.94 −370.7
IV fixed effects 0.88 −9.9 0.70 −40.6 0.47 −133.1 0.98 −23.0 0.96 −92.3 0.93 −367.4
M-H random effects 0.88 −9.9 0.70 −40.6 0.47 −133.1 0.99 −23.2 0.97 −93.0 0.94 −370.7
M-H fixed effects 0.88 −9.9 0.70 −40.6 0.47 −133.1 0.98 −23.0 0.96 −92.3 0.93 −367.4
Peto 0.80 0.2 0.54 −7.8 0.26 −30.6 0.95 −22.6 0.90 −90.6 0.92 −360.9

Inline graphic, when OR <1. Inline graphic, 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.