Very likely. Also very noticeable on a bumpy road at low speed.
You can test this. Yank your steering wheel left to right a couple of times. If you feel a little bit of play, or a little hint of a clunking noise, they're really starting to go bad. But usually it takes more force than you can generate by hand.