Effective data management involves organizing and maintaining data in a way that it is easily accessible for analysis. Data management plans (DMPs) outline the procedures for data collection, storage, and sharing. Metadata, which provides information about the data, helps in understanding and retrieving datasets. Using standardized formats and consistent naming conventions enhances data interoperability.