Examples of In-Depth Data Integrity Review...Outside the Box Approaches

Data Quality, Management and Review
Oral Presentation

Prepared by C. Katsikis
LDCFL-NAOS Consulting, LLC., 112 Kings Hwt, Royal Palm Beach, Florida, 33411, United States

Contact Information: [email protected]; 561-512-0056


This presentation will discuss ideas of how to check data integrity beyond the typical quality control and data review procedures. Focusing more in the details and thinking out of the box can reveal biases and unexpected consequences.

Periodic in-depth field procedures, method checks, quality assurance checks, personnel interviews and training, can assist in monitoring method specific quality control management and overall data integrity as it might relate to data reporting and daily ethical operations.