REDCapDM：一个用于 REDCap 项目的数据管理工具包的 R 包。
REDCapDM: An R package with a set of data management tools for a REDCap project.
机构信息
Biostatistics Support and Research Unit, Germans Trias i Pujol Research Institute and Hospital (IGTP), Carretera de Can Ruti, Camí de Les Escoles S/N, 08916, Badalona, Spain.
Biostatistics Unit, Institut d'Investigació Biomèdica de Bellvitge, Hospitalet de Llobregat, Spain.
出版信息
BMC Med Res Methodol. 2024 Mar 1;24(1):55. doi: 10.1186/s12874-024-02178-6.
BACKGROUND
Research Electronic Data CAPture (REDCap) is a web application for creating and managing online surveys and databases. Clinical data management is an essential process before performing any statistical analysis to ensure the quality and reliability of study information. Processing REDCap data in R can be complex and often benefits from automation. While there are several R packages available for specific tasks, none offer an expansive approach to data management.
RESULTS
The REDCapDM is an R package for accessing and managing REDCap data. It imports data from REDCap to R using either an API connection or the files in R format exported directly from REDCap. It has several functions for data processing and transformation, and it helps to generate and manage queries to clarify or resolve discrepancies found in the data.
CONCLUSION
The REDCapDM package is a valuable tool for data scientists and clinical data managers who use REDCap and R. It assists in tasks such as importing, processing, and quality-checking data from their research studies.
背景
Research Electronic Data CAPture（REDCap）是一个用于创建和管理在线调查和数据库的网络应用程序。临床数据管理是在进行任何统计分析之前确保研究信息质量和可靠性的必要过程。在 R 中处理 REDCap 数据可能很复杂，通常需要自动化。虽然有几个 R 包可用于特定任务，但没有一个提供广泛的数据管理方法。
结果
REDCapDM 是一个用于访问和管理 REDCap 数据的 R 包。它使用 API 连接或直接从 REDCap 导出的 R 格式文件将数据从 REDCap 导入到 R 中。它具有几个用于数据处理和转换的功能，并有助于生成和管理查询，以澄清或解决数据中的差异。
结论
REDCapDM 包是使用 REDCap 和 R 的数据科学家和临床数据经理的有价值工具。它有助于从他们的研究中导入、处理和检查数据等任务。
Zotero 插件