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ApexMed
Master Meta-Analysis Card

The Complete Meta-Analysis + Systematic Review + Publication Journey.

From beginner to advanced: systematic reviews, core and advanced meta-analysis methods, network meta-analysis, meta-regression, umbrella reviews, responsible AI-assisted workflows and R programming, through to manuscript writing and journal guidance, with the Complete Original Research Course included as a bonus.

6 months

Master Meta-Analysis Card artwork

What's Included

Your pathway and modules

Your pathway, step by step

  1. 1

    Learn

  2. 2

    Search

  3. 3

    Screen

  4. 4

    Extract

  5. 5

    Analyze

  6. 6

    Use AI

    Responsibly, with human verification.

  7. 7

    Write

  8. 8

    Submit

  9. 9

    Revise

  10. 10

    Publish

    Subject to journal and editorial decisions.

Modules

Complete Meta-Analysis: Beginner to Advanced

What systematic review and meta-analysis are, and how to run one.

  • Evidence-Based Research
  • Research Question Development
  • PICO and PECO Framework
  • Protocol Development
  • PROSPERO Orientation
  • Systematic Literature Searching
  • PubMed Searching
  • Embase & Other Database Searching
  • Search Strategy Development
  • Boolean Operators
  • Study Screening
  • PRISMA Framework
  • Inclusion & Exclusion Criteria
  • Data Extraction
  • Risk-of-Bias Assessment
  • Effect Measures
  • Statistical Concepts
  • Meta-Analysis Interpretation

Core Meta-Analysis Methods

Master the core techniques.

  • Effect Size Calculation
  • Odds Ratio (OR)
  • Risk Ratio (RR)
  • Hazard Ratio (HR)
  • Mean Difference (MD)
  • Standardized Mean Difference (SMD)
  • Fixed-Effect Models
  • Random-Effects Models
  • Heterogeneity
  • I² Statistics
  • Q Statistics
  • Forest Plots
  • Funnel Plots
  • Publication Bias
  • Egger's Test
  • Sensitivity Analysis
  • Subgroup Analysis
  • Leave-One-Out Analysis

Modern & Advanced Meta-Analysis

Go beyond the basics.

  • Network Meta-Analysis (NMA)
  • Pairwise Meta-Analysis
  • Meta-Regression
  • Bayesian Meta-Analysis
  • Diagnostic Test Accuracy Meta-Analysis
  • Prevalence Meta-Analysis
  • Proportion Meta-Analysis
  • Individual Participant Data Meta-Analysis: Orientation
  • Dose-Response Meta-Analysis
  • Time-to-Event Meta-Analysis
  • Prognostic Factor Meta-Analysis
  • Prediction Intervals
  • Small-Study Effects
  • Publication Bias Assessment
  • Sensitivity & Robustness Analysis

Network Meta-Analysis

Compare multiple interventions.

  • Network Structure
  • Direct & Indirect Evidence
  • Treatment Comparisons
  • Network Geometry
  • SUCRA & Treatment Ranking
  • Network Forest Plots
  • Interpretation & Reporting

Meta-Regression

Explore why studies differ.

  • Understanding Meta-Regression
  • Moderator Selection
  • Continuous & Categorical Covariates
  • Exploring Heterogeneity
  • Model Interpretation
  • Regression Outputs
  • Visualization
  • Critical Interpretation
  • Manuscript Reporting

Umbrella Reviews

Synthesize systematic reviews and meta-analyses.

  • Understanding Umbrella Reviews
  • Research Question Development
  • Literature Searching
  • Systematic Review Identification
  • Study Selection
  • Data Extraction
  • Quality and Risk-of-Bias Assessment
  • Overlap of Primary Studies
  • Evidence Synthesis
  • Interpretation of Findings
  • Manuscript Preparation
  • Publication Strategy

AI-Assisted Meta-Analysis

A modern workflow: AI is a research assistant, not a replacement for scientific judgment.

  • AI-Assisted Literature Searching
  • AI-Assisted Screening Workflows
  • AI-Assisted Data Organization
  • AI-Assisted Extraction: Human Verification Required
  • Responsible & Ethical Use of AI
  • Human Verification of AI Outputs
  • Avoiding AI Hallucinations & Fabricated References
  • Research Integrity & Transparency

Evidence Synthesis Beyond Meta-Analysis

Explore the wider evidence-synthesis landscape.

  • Systematic Reviews
  • Scoping Reviews
  • Umbrella Reviews
  • Rapid Reviews: Orientation
  • Evidence Mapping
  • Diagnostic Reviews
  • Prognostic Reviews
  • Dose-Response Reviews

R Programming for Meta-Analysis

Practical data-analysis skills in R.

  • R Fundamentals
  • Data Import
  • Meta-Analysis Packages
  • Effect Size Analysis
  • Meta-Regression
  • Subgroup Analysis
  • Publication Bias
  • Network Meta-Analysis Workflows
  • Advanced Visualization
  • Reproducible Analysis

Research Software & Tools

Practical research technology.

  • R and RStudio
  • RevMan
  • Zotero
  • Mendeley
  • Google Scholar
  • Research Databases
  • Reference Management
  • Screening & Review Tools
  • AI-Assisted Research Tools
  • Data Visualization Tools

Complete Meta-Analysis Writing

Turn your analysis into a paper.

  • Title Development
  • Abstract Writing
  • Introduction
  • Methods
  • Search Strategy Reporting
  • PRISMA Reporting
  • Results
  • Forest Plots
  • Discussion
  • Limitations
  • Conclusion
  • References
  • Supplementary Material
  • Manuscript Formatting

Publication & Journal Guidance

The complete publication workflow: research question → protocol → literature → revision.

  • Publication Support
  • Journal Scope Matching
  • PubMed-Indexed Journal Targeting
  • Manuscript Preparation
  • Submission Guidance
  • Reviewer Response
  • Revision Guidance
  • Publication Strategy

Meta-Analysis Project Opportunities

Build your portfolio. Authorship is based on genuine scholarly contribution and applicable authorship standards.

  • Opportunities to take part in 5+ meta-analysis projects
  • Research question, literature search and analysis roles
  • Contribution-based authorship opportunities

Targeted International Journals

PubMed-indexed journal strategy: e.g. Springer Nature, BMC, MDPI, Taylor & Francis, BMJ and other suitable journals. Indexing status is verified at the time of submission.

  • Journal Selection
  • Journal Scope Assessment
  • Indexing Verification
  • Manuscript Matching
  • Submission Strategy
  • Peer Review Guidance
  • Revision Support

Free Bonus: Complete Original Research Course

Received as a bonus with this card.

  • Research Methodology
  • Research Questions
  • Study Designs
  • Literature Searching
  • Protocol
  • Data Collection
  • SPSS
  • Scientific Writing
  • Publication Guidance

Original Research Mentorship: Bonus

Mentorship support for the bonus course.

  • Research Question
  • Study Design Guidance
  • Project Discussion
  • Data Analysis Guidance
  • Manuscript Feedback
  • Academic Mentorship
  • Research Writing Guidance

Complete Meta-Analysis Mentorship

Expert start-to-finish guidance.

  • Beginner Level to Advanced
  • Project-Based Learning
  • Search Strategy, Screening & Data Extraction Guidance
  • Statistical Analysis Guidance
  • R Programming Support
  • Manuscript Feedback
  • Publication Mentorship
  • Reviewer Response Guidance

Also Included

Part of every Master Meta-Analysis Card.

  • Seminars & Webinars
  • Research Community

Who This Is For

Is this Card right for you?

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