Researchers have become increasingly interested in conducting analyses on meta-analytic correlation matrices. Methodologists have provided guidance and recommended practices for the application of this technique. The purpose of this article is to review current practices regarding analyzing meta-analytic correlation matrices, to identify the gaps between current and best practices, and to offer a comprehensive set of recommendations regarding the planning, collection, analysis, and interpretation of studies that utilize meta-analytic correlation matrices.