10. META-ADV-010 — Advanced, Bayesian, Cumulative and Living Meta-Analysis and Evidence Interpretation
Description:
This Master Prompt would focus on advanced and evolving evidence-synthesis approaches that extend meta-analysis beyond a single static pooled estimate. It would guide researchers through cumulative and sequential meta-analysis, trial sequential analysis, updated systematic reviews, living systematic reviews and Bayesian meta-analysis where justified.
The prompt would also emphasize uncertainty, evidence certainty, clinical/practical significance and responsible interpretation, preventing researchers from reducing evidence synthesis to a binary distinction between statistically significant and nonsignificant results. This is strongly supported by the uploaded literature, which identifies multiple methodological families for updated and living meta-analysis—including cumulative, sequential, trial-sequential and Bayesian approaches. The collection also explicitly questions binary p-value interpretation and argues for examining direction, magnitude and clinically meaningful thresholds.