No, pushing a self-propelled lawnmower won't damage the transmission at all. However, you may find it challenging to do so as self-propelled lawn mowers are slightly heavier than your regular push mower. Pushing a self-propelled lawn mower can be a difficult task, especially on a hot, sunny day.