Metadata provides information about collected data to ensure we can understand and interpret it. For example, a bioanalytical contract research organization (CRO) uses metadata such as sample collection dates to inform stability models for regulatory approval. However, if the study poorly coordinates the flow of samples and data between players such as clinical sites, central labs, and CRO(s), propagating metadata errors such as omissions or repetitions can cause work-intensive problems upon reconciliation. As a responsive bioanalytical CRO, Alturas Analytics shares best practices that can keep metadata a vitally useful tool instead of a source of expensive delays.
