CKO-041AI Across the Review WorkflowStrong evidence
Can AI perform meta-analysis?
Current generative AI systems cannot independently perform a valid meta-analysis.
In more detail
Meta-analysis requires structured statistical methods, careful study selection, assessment of heterogeneity and methodological judgement. AI may assist with components of the process but should not be treated as an autonomous meta-analysis engine.
Why it matters
Users may overestimate AI capabilities.
Decision rule
Retain human oversight over quantitative synthesis.
Common misconception
“Generative AI can replace statistical meta-analysis software.”
At a glance
- Evidence strength
- Strong
Related concepts
Key takeaway
Meta-analysis remains a human-led methodological activity.