Meta-Analysis on R

Meta-Analysis on R

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About Course

At AxeUSCE, we empower clinicians, researchers, and students to bridge the gap between evidence-based medicine and data science.
The Meta-Analysis on R course provides a complete foundation in systematic review and quantitative synthesis using R software — the most powerful open-source platform for statistical computing.

You’ll learn how to formulate structured research questions, develop effective search strategies, extract and manage data, and conduct meta-analyses for both binary and continuous outcomes. The course emphasizes reproducibility, transparency, and interpretation aligned with PRISMA guidelines.

By the end, you’ll have the skills to independently perform and interpret meta-analyses suitable for journals and academic projects.

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What Will You Learn?

  • Apply the PICO framework to build clear, answerable research questions.
  • Develop systematic literature search strategies using major databases.
  • Perform accurate data extraction and management for meta-analysis projects.
  • Conduct binary and continuous data analyses in R using packages such as meta, metafor, and dmetar.
  • Interpret forest plots, heterogeneity (I²), and funnel plots.
  • Present and report findings for publication-quality outputs.

Course Content

Meta-Analysis on R: A Comprehensive Practical Guide
Master the fundamentals and practical workflows of performing meta-analysis using R. This course guides you step-by-step from research question formulation (PICO framework) to data extraction, and both binary and continuous outcome analyses — equipping you to conduct high-quality, publication-ready meta-analyses with confidence.

  • Lecture 1: PICO Framework
    20:51
  • Lecture 2: Search Strategy
    17:21
  • Lecture 3: Data Extraction
    21:35
  • Lecture 4: Binary Analysis on R
    15:58
  • Lecture 5: Continuous Analysis on R
    11:43

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AxeUSCE is a medical education company for USMLE career guidance and research education. We train physicians and researchers for statistical analysis and research methodology. We also offer the American Board Review Crash Course.

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