Insights from Covidence

Published guidance, evaluations and research from the evidence synthesis specialists.

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Editor's picks

Chosen this month by our methods and community team

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Understanding review types in research

Understanding the right tool to use when synthesising evidence is critical for the production of credible and impactful knowledge.

Inspired by the knowledge of hundreds of researchers, this guide can help you better understand some of the most commonly used types of literature reviews used in research, the purpose of these reviews and how to choose the right one.

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Understanding Review Types in Research

From Three Months to One: Rebuilding a Systematic Review with Covidence

Automation (AI) is changing what is possible in evidence synthesis.

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How to justify AI tools to institutions

How do you make an evidence-based case for AI tools at your institution? Explore the questions researchers and decision-makers need answered.

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Beyond evaluation: deciding when AI is appropriate in evidence synthesis

Explore how Covidence’s decision matrix weighs the consequences of errors, human oversight and model performance necessary for trusted AI use.

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Guides and papers

Data Charting and Extraction for Scoping Reviews

This guide provides a thorough resource for designing and implementing data extraction processes in scoping reviews.

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Screening for Scoping Reviews

This guide provides a thorough resource for designing and implementing screening processes in scoping reviews.

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Where to Search for Evidence for Engineering Literature Reviews

Struggling to know where to search for engineering evidence? This practical guide breaks down the key databases, grey literature sources, and strategies you need to find the right research—faster.

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Research Insights

Discover how Research Insights shows the impact of research activity across your institution

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Automation and AI

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