Common statistical errors in systematic reviews: A tutorial

  • Afroditi Kanellopoulou
  • , Kerry Dwan
  • , Rachel Richardson

Research output: Contribution to journalArticlepeer-review

Abstract

The aim of this article is to present the most common statistical errors in meta‐analyses included in systematic reviews; these are confusing standard deviation and standard error, using heterogeneity estimators for choosing between a common‐effect and random‐effects model, improper handling of multiarm trials, and unnecessary and misinterpreted subgroup analyses. We introduce some useful terminology and explain what authors can do to avoid these errors and how peer reviewers can spot them. We have also developed a micro‐learning module to provide practical hands‐on tutorial.

Original languageEnglish
Pages (from-to)e70013
JournalCochrane Evidence Synthesis and Methods
Volume3
Issue number2
Early online date29 Jan 2025
DOIs
Publication statusPublished - 29 Jan 2025

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