Although a quality piece of furniture will naturally cost more than a cheap piece, you'll actually save money in the long run because of its durability and timeless style.
This article contains a good point about cheap decorating:
http://www.sheknows.com/home-and-gardening/articles/836411/classic-decorating-techniques-for-your-home