AI in Research & Learning
Screening thousands of titles and abstracts is the most laborious stage of a systematic review. AI can shorten it, but only safely if you measure recall, set a
Statistics & Data
A meta-analysis turns 20 small studies into one estimate, or pools apples with oranges and reports a very confident number. Weights, fixed versus random effects
Research Integrity & Open Science
Splitting one survey into three papers, republishing a paper in another language, reusing old data: where legitimate use of a dataset ends and redundant publica
Publishing & Peer Review
Systematic reviews are highly cited, so journals receive many and reject many. What editors check first: registration, a reproducible search, the PRISMA checkli
