I think its best to chop the lower leaves and shoots ON the side shoots, but not the side shoots off the main stem. Those each make a nice top cola! Basically, if it has a really thin stem and a weak leaf, its generating stretch hormones which uses energy and causes stretching in the area. At least my take on why it would improve yield.