Differences
This shows you the differences between two versions of the page.
Both sides previous revision Previous revision | |||
cma [2025/07/01 16:37] – administrador | cma [2025/07/01 16:39] (current) – administrador | ||
---|---|---|---|
Line 37: | Line 37: | ||
**Recommendation: | **Recommendation: | ||
+ | |||
+ | ====== Better Alternatives to Comprehensive Meta-Analysis (CMA) ====== | ||
+ | |||
+ | === 🥇 R (metafor, meta, netmeta) === | ||
+ | * ✅ Supports wide range of meta-analytic models including network and Bayesian methods | ||
+ | * ✅ Fully scriptable for reproducibility and customization | ||
+ | * ✅ Integrates with literate programming tools (R Markdown, Docker) | ||
+ | * ➕ **Why better than CMA: | ||
+ | Most flexible, transparent, | ||
+ | |||
+ | === 🔍 JASP / Jamovi === | ||
+ | * ✅ Free, open-source GUI-based statistical software | ||
+ | * ✅ Supports frequentist and Bayesian meta-analysis methods | ||
+ | * ✅ Easier learning curve than R with reproducible output | ||
+ | * ➕ **Why better than CMA: | ||
+ | Combines ease of use with advanced statistical features | ||
+ | |||
+ | === 🤖 AI-Assisted Tools: Elicit + RobotReviewer === | ||
+ | * ✅ Automate literature screening, data extraction, and risk of bias assessment | ||
+ | * ✅ Reduce manual workload and errors | ||
+ | * ➕ **Why better than CMA: | ||
+ | Automate tedious upstream steps, complement statistical analysis | ||
+ | |||
+ | === 🔧 Systematic Review Workflow Platforms: Covidence / DistillerSR === | ||
+ | * ✅ Manage entire systematic review lifecycle (screening, extraction, bias assessment) | ||
+ | * ✅ Support collaboration, | ||
+ | * ➕ **Why better than CMA: | ||
+ | Covers complete review workflow, not just meta-analysis | ||
+ | |||
+ | === 📊 Summary Table === | ||
+ | |||
+ | ^ Tool ^ Strengths | ||
+ | | R (metafor, meta, netmeta) | Advanced models, scripting, reproducibility | ||
+ | | JASP / Jamovi | ||
+ | | Elicit + RobotReviewer | ||
+ | | Covidence / DistillerSR | ||
+ | |||
+ | === 🧠 Final Recommendation === | ||
+ | * Use **[[R packages]]** for comprehensive, | ||
+ | * Use **[[JASP]] or Jamovi** for GUI-based advanced analysis with less coding. | ||
+ | * Use **[[Elicit]] and RobotReviewer** to automate evidence extraction and bias assessment. | ||
+ | * Use **[[Covidence]] or DistillerSR** to manage the full systematic review process. | ||
+ | * Use **[[CMA]]** mainly for simple, standalone GUI needs without cutting-edge features. | ||
+ | |||