Meta-analysis as a system of springs.
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BORIS DOI
Date of Publication
January 2021
Publication Type
Article
Division/Institute
Series
Research Synthesis Methods
ISSN or ISBN (if monograph)
1759-2879
Publisher
Wiley
Language
English
Publisher DOI
PubMed ID
33264498
Uncontrolled Keywords
Description
Meta-analysis results are usually presented in forest plots, which show the individual study results and the summary effect along with their confidence intervals. In this paper, we propose a system of linear springs as a mechanical analogue of metaanalysis that enables visualisation and enhances intuition. The length of a spring corresponds to a study treatment effect and the stiffness of the spring corresponds to its inverse variance. To synthesise study springs we use two main operations: connection in parallel and connection in series. We show the equivalence between meta-analysis and linear springs for fixed effect and random effects pairwise metaanalysis and we also derive indirect treatment effects. We use examples to illustrate the different meta-analytical schemes using the corresponding system of springs. The proposed visualization tool can serve as an educational plot, especially useful for researchers with no statistical background. The analogy between meta-analysis and springs facilitates intuition for notions such as heterogeneity and the differences between fixed and random effects meta-analysis. This article is protected by copyright. All rights reserved.
File(s)
File | File Type | Format | Size | License | Publisher/Copright statement | Content | |
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Papakonstantinou_ResSynthMethods_2020_AAM.pdf | Adobe PDF | 841.35 KB | publisher | accepted | |||
Papakonstantinou_ResSynthMethods_2021.pdf | Adobe PDF | 1.18 MB | publisher | published |