If you could skip right to the end of the game on the next highest difficulty, would you really want to?
More likely than not you would get your *** handed to you
You start from the beginning when you go to the next difficulty up.
edit: orderoftheflame made my reply redundant, i've really got to type faster...
You would also be very dead

Its the only way to make a levelling/difficulty curve.