Thus, lower property taxes need to be paid on them, which encourages low density development and horizontal expansion of cities (Brueckner and Kim, 2003). At the same time, property taxes make housing floor space more expensive, which makes households use less housing. If the ratio of land relative to dwelling size remains constant, this reduces land consumption and contributes to more compact patterns of development (Song and Zenou, 2006).