Why Data Management Matters

Data management matters because clinical research is fundamentally evidence-producing work. A study may have a compelling scientific rationale, a strong investigator team, substantial funding, and an important public health question, but if its data are incomplete, inaccurate, inconsistent, insecure, or poorly documented, its conclusions may be unreliable. Poor data quality can weaken a study at the exact point where the study is expected to contribute knowledge.