It looks loose enough, and I’ve tried to use miniharnesses on small pets before :-)
If they wanted to play along they would, and if not, they’d give a shrug and a wiggle and be free.
You can take your pets to PETCO with you while you shop. I saw a cat there, with a thin 10-foot cotton string tied to its collar. That cat was totally controlled by that string.