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198 lines
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198 lines
14 KiB
HTML
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<meta name="description" content="Forked from REDCapRITS by Paul Egeler and Spectrum Health.
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See <https://github.com/SpectrumHealthResearch/REDCapRITS>.
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Handles castellated datasets from REDCap projects with repeating instruments.
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Assists in splitting raw REDCap data exports to base table and child tables
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for each repeated instrument. Keeps a focused data export approach, by
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allowing to only export required data from the database.
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REDCap (Research Electronic Data Capture) is a secure, web-based software
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platform designed to support data capture for research studies, providing
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1) an intuitive interface for validated data capture; 2) audit trails for
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tracking data manipulation and export procedures; 3) automated export
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procedures for seamless data downloads to common statistical packages; and
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4) procedures for data integration and interoperability with external sources
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(<doi:10.1016/j.jbi.2008.08.010>; <doi:10.1016/j.jbi.2019.103208>).">
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<title>REDCap Castellated Data Handling • REDCapCAST</title>
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<meta property="og:description" content="Forked from REDCapRITS by Paul Egeler and Spectrum Health.
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See <https://github.com/SpectrumHealthResearch/REDCapRITS>.
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Handles castellated datasets from REDCap projects with repeating instruments.
|
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Assists in splitting raw REDCap data exports to base table and child tables
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|
for each repeated instrument. Keeps a focused data export approach, by
|
|
allowing to only export required data from the database.
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REDCap (Research Electronic Data Capture) is a secure, web-based software
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platform designed to support data capture for research studies, providing
|
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1) an intuitive interface for validated data capture; 2) audit trails for
|
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tracking data manipulation and export procedures; 3) automated export
|
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procedures for seamless data downloads to common statistical packages; and
|
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4) procedures for data integration and interoperability with external sources
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(<doi:10.1016/j.jbi.2008.08.010>; <doi:10.1016/j.jbi.2019.103208>).">
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<nav class="navbar fixed-top navbar-light navbar-expand-lg bg-light"><div class="container">
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<a class="navbar-brand me-2" href="index.html">REDCapCAST</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">23.6.1</small>
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<div class="section level1">
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<div class="page-header">
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<img src="logo.png" class="logo" alt=""><h1 id="redcapcast-package-">REDCapCAST package <a class="anchor" aria-label="anchor" href="#redcapcast-package-"></a>
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</h1>
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</div>
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<p>REDCap Castellated data handling when using repeated instruments.</p>
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<p>This package is a fork of <a href="https://github.com/SpectrumHealthResearch/REDCapRITS" class="external-link">SpectrumHealthResearch/REDCapRITS</a>. The REDCapRITS represents great and extensive work to handle castellated REDCap data in different programming languages. This fork is purely minded on R usage and includes a few implementations of the main <code>REDCap_split</code> function.</p>
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<p>The main goal for this project was to allow for a “minimal data” approach by allowing to filter records, instruments and variables in the export to only download data needed. I think this approach is desireable for handling sensitive, clinical data. No similar functionality is available from similar tools (like <code>REDCapR</code> or <code>REDCapTidieR</code>). Please refer to <a href="https://redcap-tools.github.io/" class="external-link">REDCap-Tools</a> for other great tools.</p>
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<div class="section level2">
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<h2 id="use-and-immprovements">Use and immprovements<a class="anchor" aria-label="anchor" href="#use-and-immprovements"></a>
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</h2>
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<p>This package is primarily relevant for working with longitudinal projects and/or projects using repeated instruments. Here is just a short descirption of the main functions:</p>
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<ul>
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<li><p><code>REDcap_split()</code>: Works largely as the original <code>REDCapRITS::REDCap_split()</code>. It takes a REDCap dataset and metadata (data dictionary) to split the data set into a list of dataframes of instruments.</p></li>
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<li><p><code><a href="reference/read_redcap_tables.html">read_redcap_tables()</a></code>: wraps the use of <a href="https://github.com/OuhscBbmc/REDCapR" class="external-link"><code>REDCapR::redcap_read()</code></a> with <code><a href="reference/REDCap_split.html">REDCap_split()</a></code> to ease the export of REDCap data.</p></li>
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<li><p><code><a href="reference/redcap_wider.html">redcap_wider()</a></code>: pivots each data frame with repeated instruments to a wide format utilizing the <a href="https://tidyr.tidyverse.org/reference/pivot_wider.html" class="external-link"><code>tidyr::pivot_wider()</code></a> from the <a href="https://www.tidyverse.org/" class="external-link">tidyverse</a>.</p></li>
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</ul>
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<p>Compared to the original <code>REDCapRITS</code>, all matching functions are improved to accept column naming of REDCap data from manual download or API export.</p>
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</div>
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<div class="section level2">
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<h2 id="future">Future<a class="anchor" aria-label="anchor" href="#future"></a>
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</h2>
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<p>The plan with this package is to be bundled with a Handbook on working with REDCap from R. I plan to also include functionality to assist in casting (yes, pun intended) the initial REDCap database.</p>
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</div>
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<div class="section level2">
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<h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a>
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</h2>
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<p>Install the latest version directly from GitHub:</p>
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<pre><code><span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"agdamsbo/REDCapCAST"</span><span class="op">)</span></span></code></pre>
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</main><aside class="col-md-3"><div class="links">
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<h2 data-toc-skip>Links</h2>
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<ul class="list-unstyled">
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<li><a href="https://github.com/agdamsbo/REDCapCAST/" class="external-link">Browse source code</a></li>
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<li><a href="https://github.com/agdamsbo/REDCapCAST/issues" class="external-link">Report a bug</a></li>
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</ul>
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</div>
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<div class="license">
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<h2 data-toc-skip>License</h2>
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<ul class="list-unstyled">
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<li><a href="LICENSE.html">Full license</a></li>
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<li><small>GPL (>= 3)</small></li>
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</ul>
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</div>
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<div class="citation">
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<h2 data-toc-skip>Citation</h2>
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<ul class="list-unstyled">
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<li><a href="authors.html#citation">Citing REDCapCAST</a></li>
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</ul>
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</div>
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<div class="developers">
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<h2 data-toc-skip>Developers</h2>
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<ul class="list-unstyled">
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<li>Andreas Gammelgaard Damsbo <br><small class="roles"> Author, maintainer </small> <a href="https://orcid.org/0000-0002-7559-1154" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
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<li>Paul Egeler <br><small class="roles"> Author </small> </li>
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</ul>
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</div>
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<div class="dev-status">
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<h2 data-toc-skip>Dev status</h2>
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<ul class="list-unstyled">
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<li><a href="https://github.com/agdamsbo/REDCapCAST/actions/workflows/R-CMD-check.yaml" class="external-link"><img src="https://github.com/agdamsbo/REDCapCAST/actions/workflows/R-CMD-check.yaml/badge.svg" alt="R-CMD-check"></a></li>
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<li><a href="https://github.com/agdamsbo/REDCapCAST/actions/workflows/pages/pages-build-deployment" class="external-link"><img src="https://github.com/agdamsbo/REDCapCAST/actions/workflows/pages/pages-build-deployment/badge.svg" alt="Page deployed"></a></li>
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<li><a href="https://app.codecov.io/gh/agdamsbo/REDCapCAST?branch=master" class="external-link"><img src="https://codecov.io/gh/agdamsbo/REDCapCAST/branch/master/graph/badge.svg" alt="Codecov test coverage"></a></li>
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<li><a href="https://lifecycle.r-lib.org/articles/stages.html" class="external-link"><img src="https://img.shields.io/badge/lifecycle-experimental-orange.svg" alt="Lifecycle: experimental"></a></li>
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<footer><div class="pkgdown-footer-left">
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<p></p>
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<p>Developed by Andreas Gammelgaard Damsbo, Paul Egeler.</p>
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<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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