Depends on what you do with them. If they are house pets, like mine, then no I don't think its much harder. (more expensive yes, harder no) I have 5.
The only time I've been back down to just one, after Shadow died, not only was my Buddy miserable being the only dog, we were sad with just one too. We like having dogs around.