I made something like this to cover my cottage's brass doorknobs because they made my hands stinky. But I tie them on with a ribbon threaded thru a channel where you see the elastic in your picture.
Could have used elastic I suppose, but 1. I didn't think of it, and, 2. it would have been such a little piece it would have annoyed me to sew it.
Jan in VA