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In a metaanalysis, what are the minimum requirements a subgroup analysis and what may be explained by them?

  1. Is it possible to explain heterogeneity by them?
  2. Do you need a certain number of studies with a minimum size for them?
kjetil b halvorsen
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Sebastian
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1 Answers1

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If you divide the dataset into two or more groups and fit a model to each separately then there are disadvantages as you do not get a direct comparison between the groups and if you are using random effects models you get less precise estimates of $\tau^2$. See this post and the answer from Wolfgang and his article which he cites there

Is stratified meta-analysis more or less objective than meta-regression?

Fitting a meta-regression model would seem superior unless there are very different phenomena going on in each group but even then I would do the meta-regression first to establish that fact before I stratified.

mdewey
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