Data modeling in database design serves to organize and structure data elements and their relationships, facilitating effective database creation and maintenance. By using abstract representations like entity-relationship diagrams, data modeling ensures that the database meets user requirements and enhances data integrity. It provides a blueprint, helping developers understand how data is interconnected, which ultimately aids in reducing redundancy and improving query performance. Proper data modeling aligns with business operations, enabling efficient storage and retrieval processes.