On the ICU they pretty much do, certainly did when dealing with my sister. (I had to wear mask, glove and apron as a visitor).
Otherwise, they wear both where appropriate to do at any time, the NHS uses 1bn pairs of gloves a year. It isn't just something they use in pandemics.