I think buying art from living artists is essential because they are more likely to be open to new ideas and have an evolving body of work.
The artwork you purchase will often be the artist's first solo show in a particular city or country, thus giving them an opportunity for increased visibility on an international level.
so if you're already shopping at your favorite store, why not buy something from the art gallery?