How Many Unpublished Studies Would Need to Exist to Invalidate These Findings?The fail-safe statistic for the 17 studies yielded an estimate of 544, suggesting that a large number of unpublished studies with effect sizes of 0.01 or less would need to be extant, but not retrieved for this synthesis, to reduce the overall effect size to a negligible level.