Understanding data structure implications is crucial when inserting documents in MongoDB. It supports complex data types like arrays and nested documents for efficient retrieval. Best practices include embedding related data, using unique identifiers, validating data, and utilizing bulk insert operations to enhance performance and maintain data integrity.