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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

ebook

Responsible AI in evidence synthesis

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.

Read online or download as a PDF

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Understanding Review Types in Research
  • Customer Story

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

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

Read the case study →
  • Product Updates

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.

Read the case study →
  • Product Updates

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.

Read the case study →

Guides and papers

  • eBook, Guide

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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  • eBook, Guide

Screening for Scoping Reviews

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

Read the article →
  • Guide

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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  • Product Sheet

Research Insights

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

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Product Blog

Automation and AI

  • Product Updates

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.

Read the article →
  • Product Updates

AI won’t replace methods skills, it depends on them

Read the article →
  • Product Updates

How we evaluate AI models for evidence synthesis

Read the article →
  • Product Updates

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.

Read the article →
  • Product Updates

How Covidence decides what AI to release (and what to hold back)

Read the article →

Case studies

How institutions use Covidence

What changed for libraries and research offices after an institutional licence.
  • Case Study

University of Rochester – River Campus

Read how University of Rochester is enhancing quality and efficiency of library support with Covidence.

Read the article →
  • Case Study

University of Birmingham

Read how University of Birmingham is fuelling pioneering academic research with Covidence.

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  • Case Study, Testimonial

Professor Benita Olivier

Read how Professor Benita Olivier is reshaping their academic landscape with Covidence

Read the article →
  • Case Study

Lund University, Sweden

Read how Lund University is reshaping their academic landscape with Covidence

Read the article →
  • Case Study

US Teaching Hospital

Learn how Covidence helped transform the research output of this leading institution

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  • Case Study

University of York

Read how The University of York is reshaping their academic landscape with Covidence

Read the article →

All blogs

Search everything we publish, or filter by topic.

title and abstract screening

Title and abstract screening

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Should I register my review protocol?

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What’s the Difference Between Systematic Reviews and Rapid Reviews?

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4 Ways Covidence Makes Data Extraction Easy

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Key Updates to Covidence Data Extraction 1 Tool

Key Updates to Covidence Data Extraction 1 Tool

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The Empowering Librarians in Research Webinar Transcript!

Read the article →

From Manual to Machine: How Covidence’s ML is Streamlining Systematic Reviews

Read the article →
Data Extraction Communicate Regularly & Keep a Log for Reporting Checklists

Data Extraction Tip 5: Communicate Regularly

The Covidence Global Scholarship recipients are putting evidence-based research into practice. We caught up with some of the winners to discover the impact of their work and find out more about their experiences.

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Data Extraction: Extract the right amount of data

Data Extraction Tip 4: Extract the Right Amount of Data

The Covidence Global Scholarship recipients are putting evidence-based research into practice. We caught up with some of the winners to discover the impact of their work and find out more about their experiences.

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Data Extraction Pilot The Template

Data Extraction Tip 3: Pilot the Template

The Covidence Global Scholarship recipients are putting evidence-based research into practice. We caught up with some of the winners to discover the impact of their work and find out more about their experiences.

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Data Extraction Plan Ahead

Data Extraction Tip 2: Plan Ahead

The Covidence Global Scholarship recipients are putting evidence-based research into practice. We caught up with some of the winners to discover the impact of their work and find out more about their experiences.

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Data extraction tip 1 follow a framework

Data Extraction Tip 1: Follow a Framework

The Covidence Global Scholarship recipients are putting evidence-based research into practice. We caught up with some of the winners to discover the impact of their work and find out more about their experiences.

Read the article →

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