Verification of data integrity is a critical part of the FDA’s mission to ensure the safety, efficacy and quality of human and veterinary drugs, biological products, and medical devices. As these products must undergo extensive testing before being approved for the public, gathering high-quality, reliable and statistically sound data is an important goal for all clinical research.