The concept of space-time is valid but I think that it is simply changing the definition of dimension. In this context, a dimension is the measurement of the axes of space.

http://dictionary.reference.com/sear...sion&x=56&y=15

So while time and space do go hand in hand, I think the association between time and the other three dimensions does not bear enough of a connection for time itself to be called a dimension.