Joseph Bernstein, New York Times

nearly three-quarters of podcast consumers play podcast videos, even if they minimise them

I dont think this is related to video as much as people seem to think. It may be more related to ease of access. When most people are opening Youtube to listen to music / watch videos for entertainment. It makes perfect sense to use the same website you already have open.