Wearing Weight While Jogging. Part of the series: Fitness & Training Tips. Wearing weight while jogging isn't something that you should do, but you can hold weights in your hands. Find out about wearing weight while jogging with help from a certified personal trainer and group fitness instructor in this free video clip.