The multiple smaller wheels give an extra leverage point, whereas a single, larger wheel can require quite a bit of force. If climbing multiple stairs that can wear both you and the dolly out.
I'm not sure I would have preferred this back when I was still moving furniture for a living, as a furniture dolly with belts along the back/spine will slide up a flight of stairs without much trouble.