Breaking stride to pick up a penny, if it takes more than 6.15 seconds, pays less than the federal minimum wage.At least you won't get taxed on it.
Also:
Whether or not the United States ever does drop the penny, Congress will presumably have to do something about the nickel, which now costs almost a dime to make.