While there are several hundred inter-communal structures, most of them are small and rarely embrace a large population. Moreover the responsibilities of those structures are still poorly defined and their creation has tended to generate higher public spending, and thus higher taxes. Vertical coordination through the State-Region Planning Contracts (CPER) has had more success.