Probably, but not that big an impact. Hard drives die at some point, they have moving parts, they are built that way.
When not plugged in to a computer for a couple of years, a drive could die because say the lubricants would seep out and stuff.
Having it plugged in and idle or spin up from time to time would help with that, but it would still die in time, because now it's spinning up and such.