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Implement of multilevel meta analysis and visualization

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Ongoing publication

Deng Zhijie, Chen Fanglu, Peng Shunshun, et al. (2024). Could Chinese cardiovascular chronic conditions patients gain benefits from pharmaceutical services? A multilevel meta-analysis. medRxiv, 2024-07. doi: https://doi.org/10.1101/2024.07.25.24310734

Model

  1. Fitting Three-Level Meta-Analysis Models in R.

  2. Show the level 3 between-cluster variance and level 2 variance within clusters.

  3. Subgroup analyses in three-level models.

Visualization

The process of drawing basic forest plots is generally guided by predefined templates available in the R package, which restricts the degree of customization that users can apply.

Let’s embark on a creative journey to design and construct the ideal forest plot, exactly as we envision it in our minds.

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Implement of multilevel meta analysis and visualization

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