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Breathing Life Into Meta-Analytic Methods Cover

Breathing Life Into Meta-Analytic Methods

Open Access
|Jul 2024

Abstract

Meta-analyses have become indispensable in the behavioral sciences, combining and summarizing data from multiple studies. While they offer many advantages (e.g., increased power, higher generality, and resolving conflicting findings), they currently only provide a snapshot at a given point. In active research areas, frequent meta-analytic updates are necessary to incorporate new evidence. We propose guidelines for live, dynamic meta-analyses and introduce an accessible tool using the R environment. Our app, powered by the Shiny package, enables the meta-analyst to integrate evidence interactively as an update of an existing meta-analysis or from scratch (i.e., a new meta-analysis). By embracing dynamic meta-analyses and leveraging modern tools, researchers can ensure up-to-date meta-analyses in their respective fields.

DOI: https://doi.org/10.5334/joc.389 | Journal eISSN: 2514-4820
Language: English
Submitted on: Mar 19, 2024
Accepted on: Jul 7, 2024
Published on: Jul 22, 2024
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2024 David Allbritton, Pablo Gómez, Bernhard Angele, Martin Vasilev, Manuel Perea, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.