I remember being told as a child that it "wears out the tape," but I'm going to guess it's specifically because the same section of tape stays wrapped around the capstan (the metal cylinder it loops around to be read) when it would normally be passing through. Keeping the same section of tape under tension for a prolonged period presumably weakens or risks distorting it.