Will Villagers occupy houses with half-slab roofs?

I built some houses for a village with elegant pitched roofs made out of half-slabs. The villagers I put there (with eggs) refused to stay, and moved elsewhere pretty quickly. Is this due to the roofs, or is there some other factor?