There is a range of software and programs available to use when performing meta-analyses. Frustratingly, not all of them are free to use and some have more features than others. Below I have created a comprehensive list of freely available software, or add-ons, to use when performing meta-analyses. Note that the list is in no particular order and I have only included those which are completely free (those offering free trials are not included). As well as the ability to create a, some of these programs have standout features which I have included. Finally, of course, you will find that all important download link.

I hope this list is useful! Be sure to leave your thoughts below and recommend any further programs that I may have missed. Example forest plot using RevMan. Review Manager (RevMan) is a personal favourite of mine and one of the most common programs for those who are new to the world of meta-analysis. It was developed by the Cochrane Collaboration as a stand-alone program to conduct systematic reviews and meta-analysis. Creating a forest plot is relatively easy, with a guided wizard to help you through the process.

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Stand out features: • Great for beginners • Plenty of support available • Risk of bias assessment tool. Example forest plot created using Metafor in R. Image taken from. Metafor is one of the many R packages available to conduct meta-analyses and contains the most comprehensive analysis tools. Their website contains some very useful analysis and plot examples with the corresponding code. However, since the package requires the use of the R environment, it may be difficult for those who have never used R before to become accustomed to the package so quickly. If so – have a look at JASP or Jamovi below.

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Program paper reference Viechtbauer, W. Conducting Meta-Analyses in R with the metafor Package. Journal of Statistical Software, 36(3). Stand out features: • Perform meta-regression • Excellent support and learning material • Capable of creating numerous figures, which can be further customised.

Preview of the JASP meta-analysis module. Image adapted from the. JASP is a free, open-source program used to perform statistical analysis tests by using R packages. It is a user-friendly way of conducting stats without having to deal with the R code itself. The meta-analysis function of JASP is based on the aforementioned Metafor R package. To conduct a meta-analysis in JASP, be sure to check our their. However, at the moment the effect sizes have to be entered into the software beforehand – JASP cannot calculate this for you.

But, it is on their to-do list for future releases. Stand out features: • Very easy to use – no exposure to R code! • Can do meta-regression. Preview of Jamovi interface in the meta-analysis module. Image is taken from.

Jamovi is very similar to JASP – in fact, it shares some of the original creators. Like JASP, Jamovi uses the Metafor package in R but does all of the hard work for you. A nice aspect Jamovi is the R syntax mode, enabling the ability to see the R code which is used.

Which is useful for those who understand the R language. Stand out features: • Very easy to use – no exposure to R code (if you don’t want to)! • Can do meta-regression.

Example of a forest plot produced using Meta-Essentials. Image is taken from. Meta-Essentials is unique in that is it simply a Microsoft Excel workbook containing example data. Simply replace the example data with your own and the formulas within the workbook will perform a meta-analysis for you.

Once more, it has a detailed guide to help you through the process. Program paper reference Suurmond, R., van Rhee, H., & Hak, T. Introduction, comparison, and validation of Meta‐Essentials: A free and simple tool for meta‐analysis. Research Synthesis Methods, 8(4), 537–553.

Stand out features: • No need to install additional programs • Example data included and excellent manual. An overview of the MetaEasy interface in Microsoft Excel. Image adapted from the. MetaEasy is anther Excel add-on which provides the ability to perform a simple meta-analysis. Unfortunately, the add-on is quite restricted in terms of functionality.