A guide to appropriately planning and conducting meta-analyses-Part 1: indications, assumptions and understanding risk of bias

Knee Surg Sports Traumatol Arthrosc. 2023 Mar;31(3):725-732. doi: 10.1007/s00167-022-07304-9. Epub 2022 Dec 30.

Abstract

A meta-analysis is the quantitative synthesis of data from two or more individual studies and are as a rule an important method of obtaining a more accurate estimate of the direction and magnitude of a treatment effect. However, it is imperative that the meta-analysis be performed with proper, rigorous methodology to ensure validity of the results and their interpretation. In this article the authors will review the most important questions researchers should consider when planning a meta-analysis to ensure proper indications and methodologies, minimize the risk of bias, and avoid misleading conclusions.

Keywords: Bias; Indications; Meta-analysis; Methodology.

Publication types

  • Review

MeSH terms

  • Bias*
  • Humans
  • Meta-Analysis as Topic*
  • Research Design*