Methodology notes, from our own team.
Practical, specific guidance from our methodologists and consultants — not general advice you could find anywhere.
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Working with a Consultant on an Umbrella Review
Umbrella reviews carry a specific technical complexity -- overlap between included reviews -- that most standard systematic review experience does not prepare researchers for.
Jul 2026 · 5 min read · By Dr. Amara Chen
Reviewing Generative AI in Academic Writing: A Systematic Approach
Generative AI in academic writing spans student use, integrity concerns, and instructor practice, and a systematic review question needs to pick a specific angle clearly.
Jul 2026 · 5 min read · By James Okafor
Rapid Review Methodology: What Actually Gets Streamlined
Rapid review methodology is not one fixed recipe -- it is a menu of specific, nameable shortcuts, and which ones you take should be a deliberate, disclosed choice.
Jul 2026 · 5 min read · By Dr. Grace Mwangi
Conflicts of Interest in Systematic Reviews: What to Disclose and Why
Conflict of interest disclosure in a systematic review covers more than just your own funding, extending to how included studies’ sponsorship gets handled too.
Jul 2026 · 5 min read · By Sarah Bennett
Egger’s Test and Funnel Plot Asymmetry, Explained
Egger’s test gives a formal number for something a funnel plot only shows visually, but it carries specific statistical limitations worth understanding before you cite it.
Jul 2026 · 5 min read · By Dr. Samuel Osei
Systematic Review Consulting for Tight Deadlines
A genuine deadline crunch still deserves defensible methodology, and knowing exactly which shortcuts are legitimate is what separates a rushed review from a rigorous rapid one.
Jul 2026 · 5 min read · By Dr. Grace Mwangi
AI in Medical Diagnosis: Building a Defensible Systematic Review Protocol
AI in medical diagnosis is fundamentally a diagnostic test accuracy question, and treating it that way from the protocol stage changes nearly every subsequent methodological decision.
Jul 2026 · 5 min read · By Dr. Samuel Osei
How to Conduct a Scoping Review: A Practical Overview
A scoping review follows its own distinct methodology, with more flexibility than a systematic review but its own specific rigor requirements.
Jul 2026 · 5 min read · By Dr. Priya Nair
How to Write a Systematic Review Introduction That Justifies the Work
A weak introduction section is one of the most common, and most fixable, reasons a methodologically sound systematic review reads as unconvincing.
Jul 2026 · 5 min read · By James Okafor
Meta-Regression Explained: Modeling Continuous Moderators
Meta-regression models how a continuous study characteristic relates to effect size, but it is more statistically fragile than it first appears.
Jul 2026 · 5 min read · By Dr. Samuel Osei
Getting Expert Help with a Scoping Review
Scoping review methodology is different enough from a standard systematic review that experience with one does not automatically transfer to the other.
Jul 2026 · 5 min read · By Dr. Priya Nair
Systematic Reviews on AI in Nursing Education: Framing Your Question
AI in nursing education spans simulation technology, clinical decision-support training, and assessment tools, and a review question needs to pick one lane clearly.
Jul 2026 · 5 min read · By Dr. Grace Mwangi
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