12,445 papers · continuously updated · last export: 10 Aug 2026livingmeta.ai
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Research method

Meta-Analysis

The Meta-Analysis method comprises 118 papers in this corpus published between 2009 and 2026.

Themes covered

  • Meta-Analysis Automation27 (23%)
  • Productivity Effects16 (14%)
  • Evaluation & Benchmarks13 (11%)
  • Responsible AI Use12 (10%)
  • AI Manuscript Writing6 (5%)
  • Hallucination Control6 (5%)

Research domains

  • Knowledge Synthesis36 (31%)
  • Research Integrity17 (14%)
  • AI Governance11 (9%)
  • Research Productivity9 (8%)
  • Doctoral Training9 (8%)
  • Academic Writing7 (6%)

Frequent sub-topics

paraphrasing tools, EFL writing proficiency, effect sizes across study designs · 1bibliometric analysis of AI literacy research, pedagogical and ethical dimensions · 1deep learning for stroke imaging segmentation and triage · 1deep learning for credit risk prediction in fintech · 1bibliometric and science mapping of AI in agriculture · 1bibliometric mapping and thematic evolution in plant ecology research · 1Bibliometric analysis of microbiome and cancer immunotherapy literature · 1AI-supported game-based learning effectiveness and equity risks · 1

Representative papers

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