Systematic Review & Research Insights
Expert insights on systematic reviews, meta-analysis, and AI-powered literature screening.
9 articles available
Featured Articles
Paper screening tool for systematic review: a beginner’s step-by-step guide
Beginner-friendly guide to paper screening for systematic reviews: essential features, a first workflow, and Study-Screener vs Rayyan vs Covidence with PRISMA 2020 in mind.
Starting your first systematic review can make screening feel daunting. You may have thousands of records and a deadline. A paper screening tool turns that pile...
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Why 'Just Read the Abstracts' Is the Biggest Misconception in Evidence Screening
The myth that screening abstracts is simple leads to weeks of frustration. Learn why clear criteria and structured workflows are essential for effective evidence screening.
Why "Just Read the Abstracts" Is the Biggest Misconception in Evidence Screening TL;DR: Screening abstracts isn't a simple yes/no process—it's complex decision-...
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The One Research Task I'd Hand Over to AI Tomorrow
Discover why systematic review screening is the perfect task for AI automation, exploring how AI can revolutionize literature screening while preserving human expertise and quality.
The One Research Task I'd Hand Over to AI Tomorrow TL;DR: Screening is the most time-consuming bottleneck in systematic reviews, and AI is perfectly suited to h...
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Getting Started with Systematic Reviews: A Complete Beginner's Guide
Learn the fundamentals of conducting systematic reviews from protocol development to final reporting. Perfect for researchers new to evidence synthesis.
Getting Started with Systematic Reviews: A Complete Beginner's Guide Systematic reviews are the cornerstone of evidence-based practice, providing the highest le...
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The Complete Guide to RIS File Screening for Systematic Reviews
Master RIS file screening with our comprehensive guide. Learn import techniques, troubleshooting tips, and AI-powered screening methods to streamline your systematic review process.
The Complete Guide to RIS File Screening for Systematic Reviews Research Information Systems (RIS) files are the backbone of modern systematic reviews, containi...
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AI-assisted vs manual systematic review screening: evidence, workflows, and limits
Compare manual dual screening with AI-assisted triage using PRISMA 2020 and Cochrane study-selection guidance, plus honest notes on how Study Screener implements each path.
Scope. This article compares title and abstract screening—not full-text PDF review, data extraction, or risk-of-bias assessment. Timing examples below are illus...
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What Is Screening in a Systematic Literature Review?
Discover the critical screening process in systematic literature reviews - from title/abstract triage to full-text evaluation. Learn how AI tools can automate screening while keeping humans in control.
What Is Screening in a Systematic Literature Review? Most people outside research imagine systematic reviews are about reading papers and having insights. Anyon...
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What the Study Screener blog publishes
Editorial scope for this blog: reproducible screening workflows, honest notes on AI-assisted triage, tool comparisons grounded in product behavior, and links to step-by-step guides.
If you landed here from search, start with the guides below—they contain screenshots, worked examples, and citations. Start here: substantive guides | If you ne...
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Study Screener vs Rayyan: feature comparison for systematic review screening
A practical comparison of Rayyan and Study Screener for title/abstract screening aligned with PRISMA 2020 and Cochrane study-selection guidance: imports, blinding, AI paths, exports, and honest gaps.
Purpose. Help you decide whether Study Screener fits your title/abstract screening step—not to declare a universal “winner.” Rayyan is widely used for collabora...
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