Data normalization is significant in database design as it ensures data integrity and minimizes redundancy. By structuring a database into tables and defining relationships, normalization helps eliminate duplicate data entries, minimizes the risk of anomalies during data operations, and streamlines data management. This process ultimately enhances the efficiency of data retrieval and ensures accurate reporting, leading to better decision-making within the organization.