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Validates instantiated patient cohorts on an Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) database for real-world-evidence (RWE) studies. From a single function call it produces a structured validation report in Hypertext Markup Language (HTML) and JavaScript Object Notation (JSON) covering concept coverage, cohort attrition, temporal data density, and covariate feasibility against a comparator. The checks are aligned with the United States Food and Drug Administration (FDA) guidance on real-world data and evidence, FDA (2023) <https://www.fda.gov/media/171667/download>, the Harmonized Protocol Template to Enhance Reproducibility (HARPER), Wang and others (2022) <doi:10.1002/pds.5507>, and the Reporting of Studies Conducted Using Observational Routinely-Collected Data for Pharmacoepidemiology (RECORD-PE) statement, Langan and others (2018) <doi:10.1136/bmj.k3532>. A self-contained example database is bundled so the checks can be run without a live database connection.
| Version: | 0.1.2 |
| Depends: | R (≥ 4.1) |
| Imports: | DBI, RPostgres, jsonlite, rmarkdown, glue, cli, utils |
| Suggests: | testthat (≥ 3.0.0), duckdb, ggplot2, knitr, covr |
| Published: | 2026-07-21 |
| DOI: | 10.32614/CRAN.package.rwevalidate |
| Author: | Hamid Tavakoli [aut, cre] |
| Maintainer: | Hamid Tavakoli <htavakoli at gmail.com> |
| BugReports: | https://github.com/tavakohr/rwevalidate/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/tavakohr/rwevalidate |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | rwevalidate results |
| Reference manual: | rwevalidate.html , rwevalidate.pdf |
| Vignettes: |
Getting started with rwevalidate (source, R code) Validation: cohorts, datasets, and methodology (source, R code) |
| Package source: | rwevalidate_0.1.2.tar.gz |
| Windows binaries: | r-devel: rwevalidate_0.1.2.zip, r-release: rwevalidate_0.1.2.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): rwevalidate_0.1.2.tgz, r-oldrel (arm64): rwevalidate_0.1.2.tgz, r-release (x86_64): rwevalidate_0.1.2.tgz, r-oldrel (x86_64): rwevalidate_0.1.2.tgz |
Please use the canonical form https://CRAN.R-project.org/package=rwevalidate to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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