quantitative
Analysis v1
When scientists use certain tests to check if a review of studies is missing some results, those tests don't work as well if there aren't many studies in the review — they miss problems about a third more often when there are only a few studies.
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 research reviews don’t work well when there aren’t enough studies to analyze, 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.