Papers on meta-analysis
The papers on this page are chapters from Introduction to Meta-Analysis, © 2021 Wiley, and used with permission of the publisher. For more information see www.Introduction-to-meta-analysis.com.
When does it make sense to perform a meta-analysis
Fixed-effect vs. Random-effects models Heterogeneity in meta-analysis- An intuitive look at heterogeneity
- Classifying heterogeneity as low, moderate or high
- Prediction intervals
Comprehensive Meta-Analysis Software
Comprehensive Meta-Analysis
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Comprehensive Meta-Analysis (CMA) is a powerful computer program for meta-analysis. The program combines ease of use with a wide array of computational options and sophisticated graphics.
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Comprehensive Meta-Analysis
"I have really enjoyed using the CMA software. Comprehensive Meta‐Analysis makes performing a metaanalysis incredibly straightforward. There are numerous options for data analysis and presentation of results. The software was easy to learn, the tutorials were truly useful, and the staff at CMA were always helpful. My meta‐analysis using your software has recently been published – Calcif Tissue Int. 2010 Sep;87(3):193‐202. Epub 2010 Jun 15."
Dr. Emily Dodwell, MD, FRCSC - Clinical Fellow, Orthopedic Surgery, Hospital for Sick Children, Toronto
"I first encountered Comprehensive Meta‐Analysis in an online course in the basics of the statistical technique. The software was intuitive and easy to learn, and it has features that go well beyond the basics. The ability to handle multiple types of data and the comprehensive set of analyses available should satisfy even the most demanding research requirements."
Scott Segal, MD, MHCM
"I have used Comprehensive Meta‐Analysis since I was a student and it has been the basis for dozens of meta‐analysis publications since then. The strengths of the software include its intuitive approaches to statistical issues, ease of use, and clear presentation of the data. Journals appreciate that important changes in figures can be made rapidly and clearly. This has also been an excellent tool for teaching students and colleagues about conducting meta‐analysis ‐ students enjoy the clarity of presentation and ease of use. With all the ease of use, it is important to note that the software allows a variety of statistical approaches that may be difficult to implement in other software, from choices of metaregression effects to presentations of heterogeneity. For my group, this software is indispensable."
Edward Mills PhD, MSc