Why is it bad to just pull out a USB?

Every one that sees me just pull out of a USB from a computer tells me that is not good for the computer, that i have to go to the USB icon and stop the data transfer. My question is does it really damage the computer of the USB?
Update: By the USB I mean a USB flash drive.
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