Hierarchy option not available for vocabularies

While creating/editing taxonomy vocabularies, there is no option available for Hierarchy setting. Terms can still be hierarchical for vocabularies created earlier with single-parent hierarchy. But new vocabularies are created with no hierarchy support, ie, flat.