quantitative
Analysis v1
When researchers combine few studies in a review, common statistical tests often miss signs that some results were hidden — making it look like there's no bias when there might actually be.
Evidence from Studies
Supporting (1)
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P-value driven methods were underpowered to detect publication bias: analysis of Cochrane review meta-analyses.
Computational/Algorithm Study
2020 FebThe study found that common tests for spotting missing studies in reviews are bad at finding the problem when there aren’t many studies, just like the claim says.
Contradicting (0)
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No contradicting evidence found
Gold Standard Evidence Needed
According to GRADE and EBM methodology, here is what ideal scientific evidence would look like to definitively prove or disprove this specific claim, ordered from strongest to weakest evidence.