Cutting Back an Avocado Tree?

Should I cut back my avocado? It's 2 feet tall with 9 leaves on the very top, but none anywhere else. The ones further down on the stem don't grow at all and just fall off. Should I cut it back to 6 or 8 inches and hope for the best?

By Mary Ann D