Actually in modern physics it isn't anymore considered a dimension. Ever since Einstein came up with spacetime and soon that idea got developed further.

In short, spacetime is no spatial dimension at all and as such is treated differently in physics nowadays. One could say time is no dimension at all.

If you're interested, you should do a search for Minkowski space. It's interesting stuff to learn.