Well, all Moonies have to do to see the Earth is to travel to the opposite side of it, whereas to do the opposite from Earth requires launching a vehicle out of the planet's atmosphere, across the orbit of the Moon, and back to Earth again.
Granted, it wasn't until several hundred years ago that Earthlings began to circumnavigate the globe, but the technology to travel long (cross-continental) distances have existed since ancient times.