REDCapDM

The R package REDCapDM has been developed with the objective of facilitating the management of data for projects using the REDCap platform. It is capable of supporting both direct data export and access via the REDCap API. REDCapDM offers a comprehensive variety of functions, including the ability to preprocess data, generate detailed query reports for issues such as outliers or missing values, and track the resolution of each identified query.

REDCap (Research Electronic Data CAPture) is a widely-used web application developed at Vanderbilt University for creating and managing online surveys and databases. It includes an API (Application Programming Interface) that serves as an interface allowing external applications to connect to REDCap remotely, and is used to programmatically retrieve or modify project data or settings within REDCap, such as importing or exporting data.

Installation

The release version can be installed from CRAN.

install.packages("REDCapDM")

The development version can be installed from GitHub after installing the remotes package.

install.packages("remotes") # Run this line if the 'remotes' package isn't installed already.
remotes::install_github("bruigtp/REDCapDM")

Getting Started

To learn more about the package’s functionality, visit the REDCapDM website. The site includes detailed descriptions of the package's functions and access to vignettes that demonstrate how to use REDCapDM effectively in your projects.

Getting help

If you encounter a clear bug, please file an issue with a minimal reproducible example on GitHub: Issues.

Published Work

For an in-depth exploration of REDCapDM, refer to the published article in BMC Medical Research Methodology:
REDCapDM: An R package with a set of data management tools for a REDCap project

Citation

> citation("REDCapDM")

To cite package ‘REDCapDM’ in publications use:

  Carmezim J, Satorra P, Peñafiel J, García E, Pallarès N, Santos N, Tebé C (2024). “REDCapDM: An R package with a
  set of data management tools for a REDCap project.” _BMC Medical Research Methodology_, *24*(1), 55.
  doi:10.1186/s12874-024-02178-6 <https://doi.org/10.1186/s12874-024-02178-6>.

A BibTeX entry for LaTeX users is

  @Article{,
    title = {REDCapDM: An R package with a set of data management tools for a REDCap project},
    author = {João Carmezim and Pau Satorra and Judith Peñafiel and Esther García and Natàlia Pallarès and Naiara Santos and Cristian Tebé},
    journal = {BMC Medical Research Methodology},
    year = {2024},
    volume = {24},
    number = {1},
    pages = {55},
    doi = {10.1186/s12874-024-02178-6},
  }

About

Package: REDCapDM

Authors: João Carmezim, Pau Satorra, Judith Peñafiel, Esther García, Natàlia Pallarès, Cristian Tebé.

Maintainer: João Carmezim

License: MIT + file LICENSE

Encoding: UTF-8

Depends: R (>= 3.6.0)