STRUCT data types in BigQuery allow users to group multiple fields into a single structured type. This is particularly useful for modeling complex data relationships and hierarchical data. Using STRUCT helps maintain data integrity and allows querying nested data more efficiently, making it simpler to manage and interpret complex datasets.