Cost of Pennies - xkcd
If your time is worth $10 an hour, a penny is worth 3.6 seconds. If spotting and picking up a penny takes you more than 3.6 seconds, it’s a loss. Of course, picking it up isn’t the only time cost. Having a penny in your pocket makes it harder to find other things there, so you might spend more time looking for stuff in the future.