Characteristics of High-Quality Data

High-quality clinical research data are the foundation of credible clinical trials. The reliability of study findings, participant safety, regulatory decisions, and scientific conclusions all depend on the quality of the data collected and managed throughout the research process. Data quality is defined by several key characteristics. These characteristics are interconnected and should be maintained throughout the entire clinical trial lifecycle. Maintaining these standards is a shared responsibility across the clinical research team, with the Clinical Data Manager playing a pivotal role in coordinating processes that ensure data remain trustworthy throughout the entire clinical trial lifecycle.