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 (may not be active yet) |
| 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: not available, r-release: not available, 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.