This is a neat trick. I like that it stays in plain CSS instead of falling back to SVG, though I'd be curious how robust it is across font rendering differences.
Shadows have to be spread in a circle to achieve an outline, so the general shape will converge to roughly a circle, barely following the shape of the text.
Have you tried the same thing with shadows? They can also be stacked, I believe.