OK, I've just watched the clip that Brian linked to and I didn't actually see a guitar but I didn't really see a dulcimer either. To be honest, I was enjoying Joni's singing and didn't pay a lot of attention to what she was playing in the original transmission.

After a more detailed study of the long shots, I have to agree - it's a dulcimer.

DC