Is it a good thing to work on multiple projects at the same time?

I have a handful of projects I'm working on and I'm sharing my time between them. Is it a good thing or should I work in a single project at a time?

I noticed I have difficulties keeping my attention focused in a single thing. My mind wanders way too much. I'm hoping that swapping projects helps me stay productive, but then again, my first project gets delayed.