This misconception is widespread enough that I can only think that it is deliberately perpetuated by the ruling class to save them money. The number of people who are convinced that going up a tax bracket could mean you make less total money is astounding, and many of them are like your uncle— utterly convinced to the point that being informed correctly sounds like naivety to them.