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| Variable | Total number of effect sizes (k) | Published effect size (Hedges' g) | Unpublished effect size (Hedges' g) | Observed effect size (Hedges' g) | Imputed effect size | Eggers test of asymmetry (p-value) | Classic fail-Safe N | Classic-fail-safe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;
Missing studies were assumed to have negative effect sizes (i.e., monolingual evidencing superior performance than bilinguals).
Classic Fail Safe N cannot be computed for these tasks since observed average effect size was found to be non-significant.