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Detect Clinical Trial Sites Over- or Under-Reporting Clinical Events

v1.0.0 · Oct 28, 2025 · MIT + file LICENSE

Description

Monitoring reporting rates of subject-level clinical events (e.g. adverse events, protocol deviations) reported by clinical trial sites is an important aspect of risk-based quality monitoring strategy. Sites that are under-reporting or over-reporting events can be detected using bootstrap simulations during which patients are redistributed between sites. Site-specific distributions of event reporting rates are generated that are used to assign probabilities to the observed reporting rates. (Koneswarakantha 2024 <doi:10.1007/s43441-024-00631-8>).

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies ggplot2 dplyr tidyr magrittr purrr rlang stringr forcats cowplot RColorBrewer furrr progressr knitr tibble dbplyr +1 more dependencies simaerep

Version History

new 1.0.0 Mar 9, 2026