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. 2020 Jul 24;11:1458. doi: 10.3389/fpsyg.2020.01458

Table 5.

Results from Analyses of Publication Bias.

Variable Total number of effect sizes (k) Published effect size (Hedges' g) Unpublished effect size (Hedges' g) Observed effect size (Hedges' g) Imputed effect size Eggers test of asymmetry (p-value) Classic fail-Safe N Classic-fail-safe N critical value (computed using 5k + 10)
Duval and tweedie's trim and fill methoda (Hedges' g) PET-PEESE(Hedges' g)
Incongruent Trials
   Accuracy 118 0.273** 0.210* 0.261** 0.261** −0.330* <0.001** 2,939 600
   Reaction Time 180 0.280** −0.004 0.239** 0.239** −0.442* <0.001** 4,504 910
Congruent Trials
   Accuracy 109 0.117 0.093 0.108b 0.108 −0.002 0.865 b b
   Reaction Time 181 0.202** −0.105 0.150* 0.150* −0.334* <0.001** 1,688 915
Interference Effect 116 0.335** 0.093 0.268** 0.268** −0.328* <0.001** 2,921 590
*

p < 0.05;

**

p < 0.001;

a

Missing studies were assumed to have negative effect sizes (i.e., monolingual evidencing superior performance than bilinguals).

b

Classic Fail Safe N cannot be computed for these tasks since observed average effect size was found to be non-significant.