“Identifying … potential data manipulation and data integrity problems” are an International Council for Harmonization of Technical Requirements for Pharmaceuticals for Human Use (ICH) E6 (R3) requirement and foundational for ensuring research integrity.
In this article, we examine statistical tests for continuous variables that have identified deliberate data manipulation in clinical trials and evaluate their usefulness in monitoring.