I think you've got something there. Obama bumper stickers are not common in our neck of the woods, but every one I see is on a late model car or SUV.
Meanwhile, most of us with TEA Party friendly bumper stickers are driving old vehicles.
How does this fit with the tired old canard about the Democrats being the party of the little people?