Data normalization in database management refers to the process of organizing data to minimize redundancy and improve data integrity. This involves dividing large tables into smaller, related tables and defining relationships between them. By ensuring that each piece of data is stored only once, normalization helps maintain consistency across the database and facilitates efficient data retrieval, making it easier to manage and update information effectively.