Apparent consistency across reviews caused by shared, repeatedly-cited primary studies.
Citation redundancy occurs when multiple systematic reviews draw on largely the same underlying primary trials, so agreement between reviews reflects shared sources rather than independent confirmation. This inflates apparent certainty in an umbrella review unless the overlap is explicitly measured and accounted for.
This guide was auto-drafted and is pending editorial review.