Access & Analyze the Metapsy Databases Directly From Your R Environment.

The open-source metapsyData package allows you to directly access all databases in R.

With metapsyTools, you can prepare and analyze meta-analytic databases using state-of-the-art methods.

                                remotes::install_github(
    "metapsy-project/metapsyData")

data <- metapsyData::getData(
          "depression-inpatients")
print(data, 3)
#>              study   .g .g_se year
#> 1    Aagaard, 2017 0.00  0.23 2017 
#> 2       Abas, 2018 0.71  0.38 2018    
#> 3 Ahmadpanah, 2016 1.57  0.41 2016

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metapsyData

The metapsyData package can be installed from GitHub (for example using the remotes package).

The package allows to access the Metapsy meta-analytic psychotherapy databases directly in your R environment. Once installed, simply use the getData() function to save specific databases and database versions locally.

Once new databases or database updates are released, they automatically become available in metapsyData.

Open Documentation ↗

                                remotes::install_github(
    "metapsy-project/metapsyTools")

library(metapsyTools)                      
data("depressionPsyCtr")

depressionPsyCtr %>%
    calculateEffectSizes() %>%
    runMetaAnalysis() %>%
    correctPublicationBias()

#> Model results -------------------------

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metapsyTools

The metapsyTools package can be installed from GitHub. For Metapsy databases (and datasets in the same format), the package provides integrated tools for the entire meta-analysis workflow, for example:

Automatized effect size calculation
Advanced database filtering
Effect size pooling using standard and multilevel meta-analysis, robust variance estimation
Correction for publication bias and small-study effects
Meta-regression and subgroup analyses
Automatized table generation for your meta-analysis report.

Open Documentation ↗