A best practice for designing an efficient data schema in a hierarchical DBMS is to adopt a clear "parent-child" relationship model to categorize entities and their relationships. This structure optimizes data storage and retrieval by reflecting natural associations, simplifying queries, and minimizing redundancy. Organized in a tree-like format, this model enhances navigation and mitigates data anomalies commonly found in less structured systems.