More bacteria
So, if you drop it, your tasty morsel is immediately supplied with some not very nice bacteria. However, a different study that was published in the Journal of Applied and Environmental Microbiology states that time does play a role. The longer your food spends on the ground, the more bacteria will attach themselves to it.
