Methodology notes, from our own team.
Practical, specific guidance from our methodologists and consultants — not general advice you could find anywhere.
All articles
Systematic Review Writing Service: What to Actually Check Before You Hire One
The phrase "systematic review writing service" covers two very different things -- and searching for one instead of the other can cost you far more than the fee.
Aug 2026 · 5 min read · By Dr. Priya Nair
Statistical Power in Meta-Analysis: Why Small Reviews Struggle
Pooling studies together is often assumed to solve underpowered individual trials automatically. It helps, but not as much or as reliably as people expect.
Aug 2026 · 5 min read · By Dr. Samuel Osei
How to Interpret a Forest Plot (A Step-by-Step Guide)
A forest plot packs an entire meta-analysis into one image, but only if you know what each element represents. Here is how to actually read one.
Aug 2026 · 5 min read · By Dr. Samuel Osei
How to Compare Systematic Review Consulting Providers
Screening methodology, reviewer expertise, and turnaround time are the three places a systematic review consulting provider's claims are easiest to check -- and easiest to overstate.
Aug 2026 · 5 min read · By Dr. Amara Chen
Cochrane vs. JBI Methodology: What’s the Real Difference?
Both are rigorous, internationally recognized systematic review methodologies, but they differ meaningfully in scope, tools, and typical use case.
Aug 2026 · 5 min read · By Dr. Amara Chen
Fixed-Effect vs. Random-Effects Meta-Analysis: How to Choose
The choice between fixed-effect and random-effects models is not a style preference. It rests on a specific, testable assumption about your included studies -- and getting it wrong is one of the fastest ways to draw a statistical reviewer objection.
Aug 2026 · 5 min read · By Dr. Samuel Osei
How to Choose the Right Journal for Your Systematic Review
Journal choice made after the manuscript is finished usually means reformatting under deadline pressure. Made before writing starts, it can shape decisions the review actually needs.
Aug 2026 · 5 min read · By Sarah Bennett
How to Write a Systematic Review Abstract That Gets Read
Your abstract is read far more often than your full manuscript, and PRISMA expects a specific structure most first drafts miss.
Aug 2026 · 5 min read · By James Okafor
How to Write a Systematic Review Protocol (Step-by-Step)
A protocol written before you start screening is what separates a defensible systematic review from one that draws reviewer objections. Here is how to build one properly.
Aug 2026 · 2 min read · By Dr. Amara Chen
A Systematic Review on AI Bias and Fairness in Algorithmic Systems
AI bias and fairness research uses genuinely inconsistent definitions of fairness itself, and a systematic review needs to address this measurement inconsistency directly rather than assume a shared standard.
Jul 2026 · 5 min read · By Dr. Elena Kowalski
Risk of Bias Assessment Support for Your Review Team
Risk-of-bias assessment is one of the most consequential steps in a systematic review, and it is also one of the most common places outside support genuinely changes the final result.
Jul 2026 · 5 min read · By Dr. Samuel Osei
Reviewing Machine Learning in Clinical Prediction Models
Machine learning clinical prediction models are a genuinely distinct systematic review category, with their own dedicated appraisal tool and their own specific reporting expectations.
Jul 2026 · 5 min read · By Dr. Samuel Osei
Have a question this didn’t answer?
Tell us about your review and we’ll point you to the right starting point.
Get a Quote →