Methodology notes, from our own team.
Practical, specific guidance from our methodologists and consultants — not general advice you could find anywhere.
All articles
Building a Literature Search Strategy: Databases, Filters, and Grey Literature
A comprehensive literature search strategy is built deliberately, database by database, not assembled from a single generic search string copied everywhere.
Jul 2026 · 5 min read · By Dr. Priya Nair
Outsourcing Your Search Strategy Design
A search strategy built without genuine database-specific expertise routinely misses relevant literature in ways the researcher never discovers, since a missed study simply never appears.
Jul 2026 · 5 min read · By Dr. Priya Nair
Language Bias in Systematic Reviews: What Gets Missed
Restricting a search to English-language studies is common and often defensible, but it is a real methodological choice with a specific, documented bias risk attached.
Jul 2026 · 5 min read · By Dr. Priya Nair
Systematic Reviews on AI in Mental Health and Psychology
AI in mental health spans chatbot-delivered interventions, risk detection algorithms, and diagnostic support tools, each with different evidence bases and appropriate appraisal tools.
Jul 2026 · 5 min read · By Dr. Grace Mwangi
What Professional Editing Actually Catches in a Systematic Review
Editing a systematic review manuscript is not the same task as editing general academic prose -- the errors that matter most are structural, not grammatical.
Jul 2026 · 5 min read · By Sarah Bennett
Protocol Deviations: What Actually Counts and How to Report Them
Not every difference between your registered protocol and your final methods is a problem, but every genuine deviation needs to be disclosed and explained specifically.
Jul 2026 · 5 min read · By Dr. Amara Chen
JBI Critical Appraisal Tools: A Practical Guide
JBI maintains a distinct checklist for nearly every study design, and using the right one matched to your included studies matters for methodological credibility.
Jul 2026 · 5 min read · By Dr. Elena Kowalski
JBI Methodology Consulting: What to Look For
JBI methodology’s broader scope, spanning multiple review types and study-design-specific appraisal tools, means consulting support here needs correspondingly broad, genuine expertise.
Jul 2026 · 5 min read · By Dr. Elena Kowalski
Should You Include Preprints in a Systematic Review?
Preprints can meaningfully reduce publication bias in a fast-moving field, but including them trades away the quality floor peer review normally provides.
Jul 2026 · 5 min read · By Dr. Priya Nair
A Systematic Review on AI in Human Resource Management
AI in HR spans recruitment algorithms, performance evaluation tools, and attrition prediction, and each raises genuinely different methodological and ethical considerations for a review.
Jul 2026 · 5 min read · By Dr. Elena Kowalski
Choosing a Journal for Your Systematic Review
Submitting a well-conducted systematic review to a poorly matched journal is one of the more common, entirely avoidable causes of a slow or unsuccessful publication process.
Jul 2026 · 5 min read · By Sarah Bennett
What Makes a Review 'Cochrane Standard'?
The phrase gets used loosely, but Cochrane standard refers to a specific, well-defined set of methodological and reporting expectations.
Jul 2026 · 5 min read · By Dr. Amara Chen
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